Resultados [19:34] ojito

library(bootstrap)
library(factoextra)
## Loading required package: ggplot2
## Welcome! Want to learn more? See two factoextra-related books at https://goo.gl/ve3WBa
library(FactoMineR)
library(haven)
library(ade4)
## 
## Attaching package: 'ade4'
## The following object is masked from 'package:FactoMineR':
## 
##     reconst
library(xtable)
library(readr)
library(data.table)
library(bigmemory)
library(foreach)
library(doParallel)
## Loading required package: iterators
## Loading required package: parallel
library(biglm)
## Loading required package: DBI
library(Factoshiny)
## Loading required package: shiny
## Loading required package: FactoInvestigate
library(dplyr) #para filtrar
## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:data.table':
## 
##     between, first, last
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
library(readxl)
CaliyPalmira<- read_excel("C:/LAURA LUCIA/U/9/Tesis/MARZO/CaliyPalmira-TAINA.xlsx")

names(CaliyPalmira)
##  [1] "Total_act_sociales"     "Total_lug_act_sociales" "conoce_enf"            
##  [4] "p26"                    "S_sintomas"             "conoce_preven"         
##  [7] "S_prevención"           "creenvirus"             "contac_covid"          
## [10] "dx_covid"               "conf_presi"             "conf_alcaldia"         
## [13] "conf_gobern"            "conf_mensgobierno"      "p40"                   
## [16] "p42"                    "medios"                 "conf_mediocomu"        
## [19] "p46"                    "p47"                    "p48"                   
## [22] "p49"                    "p50_1"                  "p50_2"                 
## [25] "p50_3"                  "p51"                    "p52"                   
## [28] "p53"                    "p54"                    "p55"                   
## [31] "p56"                    "p57"                    "p58"                   
## [34] "p60"                    "cumple_lavamanos"       "cumple_tapaboca"       
## [37] "cumple_distancia"       "cumple_desinfecmano"    "Total_tapaboca"        
## [40] "Total_distancia"        "ID"                     "Municipio"
#CaliyPalmira$p41<-as.factor(CaliyPalmira$p41)
CaliyPalmira$creenvirus<-as.factor(CaliyPalmira$creenvirus)
CaliyPalmira$contac_covid<-as.factor(CaliyPalmira$contac_covid)
CaliyPalmira$dx_covid<-as.factor(CaliyPalmira$dx_covid)
#CaliyPalmira$mensaje<-as.factor(CaliyPalmira$mensaje)

#gubernamental
#CaliyPalmira$conf_presi<-as.factor(CaliyPalmira$conf_presi)
#CaliyPalmira$conf_alcaldia<-as.factor(CaliyPalmira$conf_alcaldia)
#CaliyPalmira$conf_gobern<-as.factor(CaliyPalmira$conf_gobern)
#CaliyPalmira$conf_mensgobierno<-as.factor(CaliyPalmira$conf_mensgobierno)

#summary(CaliyPalmira)

names(CaliyPalmira)<-c(
  #1.voluntariedad
  "x11",
  "x12",
  #2.conocimiento
  "x21",
  "x22", #p26
  "x23",
  "x24",
  "x25", #p30
  #3.incertidumbre
  "x31", #p33
  "x32", #p35
  "x33", #p36
  #4.gubernamental
  "x41", 
  "x42", 
  "x43",
  "x44",#"recomen_efectiva",
  #5.salud
  "x51",
  #"p41", #factor
  "x52",
  #6.medios de comunicación
  "x61", #total_medios_comu
  "x62", #p43
  #"mensaje", #categórica p72
  #7.probabilidad de contagio
  "x71",
  "x72",
  "x73",
  "x74",
  "x75", 
  "x76",
  "x77",
  #8.severidad
  "x81",
  "x82",
  "x83",
  "x84",
  #9.susceptibilidad
  "x91", 
  "x92",
  "x93",
  "x94",
  #"p59_1", #factor
  #"p59_2", #factor
  #"p59_3", #factor
  #"p59_4", #factor
  "x95",
  #10.cumplimiento
  "x101", #p61
  "x102",
  "x103",
  "x104",
  "x105", #p76
  "x106",
  #otras
  "Id",
  "Ciudad"
)
#recodificar la voluntariedad
library(car)
## Loading required package: carData
## 
## Attaching package: 'car'
## The following object is masked from 'package:dplyr':
## 
##     recode
summary(CaliyPalmira$x11) #de 0 a 5
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   0.000   1.000   1.265   2.000   5.000
CaliyPalmira$x11 <- recode(CaliyPalmira$x11,"5=0; 4=1; 3=2; 2=3; 1=4; 0=5")
summary(CaliyPalmira$x12) #de 0 a 8
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.000   1.000   1.000   1.633   2.000   8.000
CaliyPalmira$x12 <- recode(CaliyPalmira$x12,"8=0; 7=1; 6=2; 5=3; 4=4; 3=5; 2=6; 1=7; 0=8")

CALI Y PALMIRA

IPRG

# INDICE DE PERCEPCIÓN DE RIESGO GLOBAL

Datos=CaliyPalmira[,c(19:34)]


pesos=c(
  #probabilidad de contagio
  0.061,0.055,0.061,0.048,0.041,0.055,0.055,
  #severidad
  0.080,0.092,0.092,0.069,
  #susceptibilidad
  0.065,0.065,0.057,0.049,0.057
)

temp_K<-c()
lista_vacia <- vector("list", length = 1443)
celsius_to_kelvin <- function(temp_C) {
  for (i in 1:16) {
    # temp_K <- temp_C[,i]*vector[i]
    lista_vacia[i]<-data.frame(#temp_C[,i]*vector[i]) 
      Datos[,i]*pesos[i])
    datosnew=lista_vacia[c(1:16)]
  }
  return(datosnew)
};IHPRG1=data.frame(celsius_to_kelvin(Datos))

IH=rowSums(IHPRG1[ ,1:16]);IH
##    [1] 2.989 2.811 3.660 3.388 3.935 4.516 3.120 4.300 4.037 2.458 4.252 3.276
##   [13] 3.867 4.218 4.008 3.363 2.897 3.650 4.681 3.647 4.657 2.602 3.219 3.121
##   [25] 4.016 3.400 2.790 3.570 3.052 3.474 4.376 4.193 2.956 4.904 4.195 2.481
##   [37] 3.439 5.158 4.389 3.782 5.093 2.690 3.661 3.864 3.252 1.962 2.883 3.365
##   [49] 2.829 3.639 3.223 3.086 3.196 4.886 3.901 3.744 2.954 3.481 2.824 2.953
##   [61] 5.384 3.204 2.119 2.686 3.815 3.376 4.443 3.350 5.557 5.340 3.774 2.824
##   [73] 3.642 1.592 2.803 4.274 3.172 4.119 5.707 3.602 4.580 3.842 4.519 3.568
##   [85] 2.928 4.831 2.803 3.471 4.745 3.421 3.000 3.589 3.471 4.108 3.211 4.774
##   [97] 3.618 2.388 2.965 3.845 5.105 2.532 3.171 3.461 6.322 5.003 4.523 5.142
##  [109] 4.027 4.097 4.838 4.785 4.427 4.973 3.260 3.296 3.128 4.467 3.173 4.531
##  [121] 4.556 5.259 4.398 4.402 1.786 3.806 4.855 4.283 5.114 2.444 4.702 4.462
##  [133] 4.632 2.256 4.072 2.644 3.106 5.422 3.929 2.621 5.467 3.615 4.198 3.896
##  [145] 3.319 3.432 3.750 2.373 4.009 3.600 2.587 3.196 5.801 3.305 5.029 3.330
##  [157] 4.304 3.421 3.574 5.658 3.699 5.760 3.637 3.524 4.352 5.805 3.986 3.089
##  [169] 4.879 3.156 6.101 5.042 3.493 2.617 4.076 4.035 3.014 4.002 3.708 4.011
##  [181] 4.466 3.386 6.158 3.176 4.845 3.954 3.324 3.516 4.219 3.537 4.142 4.246
##  [193] 2.908 3.440 6.093 3.340 3.823 3.742 2.405 3.855 3.517 3.768 3.611 5.125
##  [205] 3.917 4.673 3.700 4.304 3.401 4.731 5.757 3.029 4.503 3.975 3.926 4.132
##  [217] 4.073 4.365 3.392 4.904 3.749 3.774 3.781 4.389 4.335 3.238 3.721 3.072
##  [229] 3.063 3.627 4.688 4.117 3.917 3.987 3.846 1.982 1.550 3.572 2.935 2.254
##  [241] 3.949 3.648 4.144 3.091 3.029 2.253 3.623 4.963 3.365 4.756 3.141 2.878
##  [253] 4.212 3.849 4.125 3.077 3.897 2.392 4.861 4.012 4.756 3.626 3.718 2.563
##  [265] 3.444 3.863 2.997 3.808 4.379 2.913 4.532 3.199 2.547 2.998 2.949 3.699
##  [277] 4.150 4.662 4.910 4.190 3.667 4.468 4.722 3.541 2.992 3.670 4.858 3.112
##  [289] 4.407 4.599 4.301 4.361 3.108 3.802 2.843 2.100 3.102 4.057 4.277 5.751
##  [301] 3.052 3.987 2.395 3.500 4.879 4.004 3.231 3.669 4.405 4.862 3.937 5.265
##  [313] 2.823 3.199 4.283 3.860 3.618 1.733 4.598 2.980 4.554 3.826 2.908 2.425
##  [325] 3.625 4.819 4.640 3.403 3.880 2.992 4.254 3.793 4.893 5.360 4.119 3.159
##  [337] 3.650 4.950 3.219 1.335 2.978 3.609 3.706 3.226 3.754 3.373 2.564 4.023
##  [349] 4.304 4.929 4.834 3.513 3.294 4.259 4.089 2.910 5.610 3.373 3.192 4.884
##  [361] 4.223 4.822 3.086 2.663 3.879 3.412 5.009 2.671 5.474 3.205 3.836 3.556
##  [373] 5.153 3.787 4.960 3.948 5.019 2.284 3.103 4.226 3.519 5.340 3.219 4.535
##  [385] 4.714 3.526 5.090 2.649 3.278 3.753 3.279 2.857 4.161 2.072 3.557 3.659
##  [397] 3.016 3.965 3.188 3.244 3.911 3.330 2.261 3.417 3.435 2.083 2.730 3.207
##  [409] 4.534 3.597 5.791 4.532 3.433 3.395 4.431 5.152 3.784 4.173 2.607 3.943
##  [421] 3.772 2.469 4.771 4.880 5.227 4.528 5.376 4.223 3.648 4.041 4.408 5.633
##  [433] 3.169 3.266 6.048 5.844 4.053 3.158 3.717 3.034 3.392 2.614 4.119 5.495
##  [445] 3.105 3.438 4.755 4.443 4.652 4.772 3.557 5.621 5.645 4.379 3.609 4.275
##  [457] 4.555 5.533 3.798 5.262 2.584 3.734 4.005 2.962 3.708 3.919 3.520 4.090
##  [469] 6.064 4.379 6.322 4.041 3.320 5.495 3.635 3.942 5.632 4.391 3.547 3.796
##  [481] 3.492 5.184 3.820 3.812 3.708 2.913 4.781 4.891 5.156 3.301 4.254 4.441
##  [493] 2.982 3.576 4.891 4.173 4.203 4.391 3.619 4.718 2.201 5.572 4.171 2.906
##  [505] 3.419 3.595 3.908 2.814 2.650 3.066 2.653 4.552 3.932 3.668 2.645 2.650
##  [517] 5.032 3.764 3.376 3.335 3.149 4.833 3.059 3.085 4.446 4.501 4.831 2.072
##  [529] 3.373 3.834 3.916 3.165 3.656 3.543 3.616 2.864 2.738 2.486 4.462 3.459
##  [541] 3.032 3.648 5.207 4.011 5.342 4.585 4.045 4.341 4.325 3.323 3.973 4.810
##  [553] 3.970 2.762 3.129 4.697 3.456 3.125 4.417 1.248 3.252 3.225 4.109 3.063
##  [565] 4.245 2.772 4.308 2.858 3.558 3.284 3.778 5.214 3.969 4.110 2.211 4.696
##  [577] 3.276 3.817 4.644 4.229 4.352 4.682 4.314 3.218 3.566 3.049 3.291 3.842
##  [589] 2.060 3.759 3.741 3.510 3.741 4.218 3.666 4.360 3.764 2.765 4.290 4.220
##  [601] 4.278 3.867 3.793 3.224 1.854 2.245 3.973 2.660 3.740 4.879 2.145 3.774
##  [613] 4.127 4.894 4.250 4.577 2.591 5.688 4.566 2.844 5.299 4.771 1.902 4.246
##  [625] 3.933 3.562 4.676 4.889 2.683 3.406 5.008 4.091 2.925 5.495 4.069 3.596
##  [637] 3.265 5.501 2.621 2.352 0.937 3.308 4.089 3.880 2.623 3.363 3.750 4.091
##  [649] 3.140 6.387 4.847 4.607 4.239 3.719 4.389 5.975 3.858 5.151 4.594 4.347
##  [661] 4.955 2.804 5.796 3.907 5.353 4.526 3.017 4.727 2.742 4.108 6.202 4.491
##  [673] 4.651 4.135 5.720 4.301 3.953 1.932 5.517 4.098 4.099 4.052 3.657 4.156
##  [685] 4.511 2.597 2.604 4.414 2.555 4.245 3.363 4.388 3.530 3.866 4.783 4.064
##  [697] 5.162 4.389 4.627 3.359 3.365 4.225 4.266 4.006 5.576 4.856 4.111 3.910
##  [709] 2.456 3.805 3.993 5.275 2.828 2.864 3.812 3.557 2.616 4.532 3.696 4.168
##  [721] 3.811 2.768 3.836 4.285 3.944 4.823 3.501 3.149 3.711 3.328 2.823 3.444
##  [733] 2.771 4.395 3.920 2.945 2.835 3.698 4.249 3.414 4.395 4.626 4.810 4.914
##  [745] 4.278 5.038 3.825 5.594 3.749 4.169 4.803 4.146 6.135 5.131 4.215 3.660
##  [757] 5.149 4.481 3.802 4.068 3.648 3.831 2.911 3.542 3.793 3.169 3.436 3.181
##  [769] 3.522 1.521 3.577 4.863 4.813 5.375 1.481 3.865 3.383 3.746 4.172 5.135
##  [781] 5.378 4.520 3.831 3.880 5.728 3.293 4.442 4.502 2.431 5.079 3.761 4.163
##  [793] 4.127 4.586 3.231 4.940 3.212 3.946 2.222 3.190 3.796 4.580 2.980 3.297
##  [805] 3.665 4.124 5.202 5.996 3.151 3.046 3.123 3.954 4.953 4.734 4.351 4.158
##  [817] 4.785 4.613 4.059 3.568 2.531 3.879 2.486 2.797 3.603 4.378 3.614 3.803
##  [829] 4.810 4.209 2.713 3.945 4.710 4.260 5.266 5.205 3.030 5.753 3.617 3.861
##  [841] 3.976 3.154 5.173 4.024 4.003 4.386 3.689 3.696 4.144 5.622 4.768 3.983
##  [853] 2.643 5.329 5.073 4.076 3.083 3.576 4.430 2.992 4.851 2.426 3.510 5.247
##  [865] 5.065 2.570 3.524 5.512 3.576 2.728 4.503 4.382 3.429 3.382 5.679 6.070
##  [877] 3.259 4.931 1.539 4.196 4.297 5.221 3.631 2.772 3.581 4.140 4.360 5.603
##  [889] 4.443 3.130 2.695 2.797 4.132 5.089 4.190 2.911 3.893 1.842 3.400 4.416
##  [901] 3.998 2.746 3.189 2.996 4.846 5.292 3.164 5.356 2.484 3.838 4.037 3.668
##  [913] 2.666 4.271 4.433 5.399 4.111 4.759 4.095 4.458 4.111 4.528 3.084 4.234
##  [925] 4.141 4.754 3.786 4.209 1.588 5.047 4.216 3.335 3.878 4.688 3.622 2.386
##  [937] 5.020 3.913 2.696 5.213 3.156 3.055 5.992 4.663 6.342 4.072 3.904 2.921
##  [949] 3.363 4.684 5.105 5.131 5.619 4.224 4.378 4.585 2.433 4.633 2.621 4.653
##  [961] 5.255 3.716 3.128 2.333 2.958 2.782 4.328 4.413 3.634 4.854 5.255 3.953
##  [973] 4.217 4.867 5.730 2.900 5.608 4.587 4.800 3.791 4.378 2.682 3.428 2.423
##  [985] 3.072 3.239 4.078 3.974 5.238 4.753 5.635 4.556 3.249 3.362 3.598 2.856
##  [997] 4.371 5.548 4.400 4.350 2.781 2.929 4.577 5.868 5.030 4.184 4.820 3.904
## [1009] 3.624 4.206 3.543 4.142 3.252 5.401 5.828 3.965 1.754 2.075 5.170 6.108
## [1021] 3.240 4.630 4.550 4.891 4.513 3.540 3.238 5.640 4.875 3.360 4.186 5.334
## [1033] 5.168 3.308 4.752 4.063 2.471 3.248 3.718 2.832 3.269 5.298 4.343 5.378
## [1045] 5.232 5.243 4.756 3.470 2.787 4.797 3.800 3.559 4.366 3.745 5.408 3.880
## [1057] 5.242 3.830 3.719 4.187 4.068 3.110 4.075 3.149 5.914 3.401 5.849 6.322
## [1069] 4.330 4.329 4.853 3.553 2.800 3.240 4.642 3.316 3.865 5.108 3.436 3.193
## [1081] 5.050 3.973 3.759 4.127 6.241 5.105 4.641 4.324 3.181 3.097 4.117 4.492
## [1093] 5.170 3.019 4.809 3.367 3.474 3.385 3.443 5.078 2.598 3.372 5.932 3.370
## [1105] 3.812 3.375 3.938 4.958 3.887 5.573 3.890 3.679 3.534 3.498 4.898 3.792
## [1117] 5.408 2.826 2.821 3.556 3.788 4.477 3.400 6.086 4.438 6.090 3.576 4.086
## [1129] 3.675 4.116 3.177 4.039 3.701 4.320 5.548 4.261 4.688 5.574 4.485 4.493
## [1141] 1.290 2.494 2.973 3.912 4.265 5.197 2.956 4.588 3.848 5.558 3.438 3.726
## [1153] 3.862 4.857 4.326 1.084 3.399 4.416 3.706 3.124 3.639 5.469 4.232 4.397
## [1165] 1.843 2.904 3.930 5.864 5.376 3.350 3.278 3.015 4.286 3.549 3.571 2.651
## [1177] 4.169 4.552 4.277 3.605 2.878 3.773 2.908 2.923 2.698 2.449 5.857 3.115
## [1189] 4.572 3.583 5.524 3.936 0.937 3.370 3.201 4.254 3.889 3.716 3.935 4.152
## [1201] 4.842 4.362 3.366 4.942 6.322 2.941 3.547 4.944 5.111 3.112 4.633 3.087
## [1213] 4.591 3.521 5.863 3.378 5.240 5.149 3.222 4.786 2.656 3.382 3.262 5.545
## [1225] 4.794 4.686 4.607 3.930 4.312 4.551 3.818 5.143 4.131 5.036 3.783 3.961
## [1237] 4.147 4.006 3.216 4.311 4.338 5.102 4.549 4.638 3.269 4.908 4.650 5.246
## [1249] 4.196 4.390 5.254 4.200 5.600 3.869 5.581 4.185 2.659 4.344 4.480 3.765
## [1261] 3.036 5.254 5.896 5.623 4.915 5.173 2.990 3.278 3.737 4.101 2.177 3.564
## [1273] 3.481 3.995 3.487 4.302 4.680 2.744 4.626 2.657 3.334 3.445 4.674 5.465
## [1285] 3.000 5.162 4.168 3.044 5.752 4.548 5.582 5.033 3.968 5.232 3.183 4.579
## [1297] 4.832 4.233 2.811 4.621 4.157 2.883 3.345 3.549 3.782 4.964 5.557 4.173
## [1309] 4.725 4.488 5.090 4.041 4.439 3.680 3.988 4.770 3.875 5.043 3.004 2.541
## [1321] 4.743 2.044 4.961 4.421 5.022 4.059 3.512 5.980 5.149 4.895 4.966 3.314
## [1333] 4.732 6.176 5.061 5.210 4.336 4.594 3.507 5.514 3.694 3.466 3.997 4.809
## [1345] 4.334 2.590 5.090 4.124 5.057 2.058 5.192 3.886 3.409 3.648 3.165 2.539
## [1357] 6.322 5.002 2.778 4.064 6.127 3.302 5.102 3.748 4.008 2.902 3.350 5.407
## [1369] 4.467 4.410 2.785 3.434 4.246 3.732 3.068 3.542 4.117 4.005 3.970 3.282
## [1381] 4.817 4.876 4.959 5.401 2.901 4.257 4.569 1.938 4.038 3.199 3.917 3.895
## [1393] 4.094 4.261 3.686 3.381 4.619 3.678 4.722 3.227 5.344 3.171 1.898 3.801
## [1405] 3.112 4.903 3.601 3.935 1.102 4.283 4.277 3.847 4.685 4.572 2.716 4.763
## [1417] 6.322 4.302 4.374 3.544 4.945 4.272 4.002 3.669 3.815 4.748 5.130 6.387
## [1429] 4.589 3.975 4.926 3.950 5.923 3.925 4.074 4.972 4.208 2.891 3.502 4.306
## [1441] 4.088 4.574 3.693
data.frame(IH)
##         IH
## 1    2.989
## 2    2.811
## 3    3.660
## 4    3.388
## 5    3.935
## 6    4.516
## 7    3.120
## 8    4.300
## 9    4.037
## 10   2.458
## 11   4.252
## 12   3.276
## 13   3.867
## 14   4.218
## 15   4.008
## 16   3.363
## 17   2.897
## 18   3.650
## 19   4.681
## 20   3.647
## 21   4.657
## 22   2.602
## 23   3.219
## 24   3.121
## 25   4.016
## 26   3.400
## 27   2.790
## 28   3.570
## 29   3.052
## 30   3.474
## 31   4.376
## 32   4.193
## 33   2.956
## 34   4.904
## 35   4.195
## 36   2.481
## 37   3.439
## 38   5.158
## 39   4.389
## 40   3.782
## 41   5.093
## 42   2.690
## 43   3.661
## 44   3.864
## 45   3.252
## 46   1.962
## 47   2.883
## 48   3.365
## 49   2.829
## 50   3.639
## 51   3.223
## 52   3.086
## 53   3.196
## 54   4.886
## 55   3.901
## 56   3.744
## 57   2.954
## 58   3.481
## 59   2.824
## 60   2.953
## 61   5.384
## 62   3.204
## 63   2.119
## 64   2.686
## 65   3.815
## 66   3.376
## 67   4.443
## 68   3.350
## 69   5.557
## 70   5.340
## 71   3.774
## 72   2.824
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## 1034 3.308
## 1035 4.752
## 1036 4.063
## 1037 2.471
## 1038 3.248
## 1039 3.718
## 1040 2.832
## 1041 3.269
## 1042 5.298
## 1043 4.343
## 1044 5.378
## 1045 5.232
## 1046 5.243
## 1047 4.756
## 1048 3.470
## 1049 2.787
## 1050 4.797
## 1051 3.800
## 1052 3.559
## 1053 4.366
## 1054 3.745
## 1055 5.408
## 1056 3.880
## 1057 5.242
## 1058 3.830
## 1059 3.719
## 1060 4.187
## 1061 4.068
## 1062 3.110
## 1063 4.075
## 1064 3.149
## 1065 5.914
## 1066 3.401
## 1067 5.849
## 1068 6.322
## 1069 4.330
## 1070 4.329
## 1071 4.853
## 1072 3.553
## 1073 2.800
## 1074 3.240
## 1075 4.642
## 1076 3.316
## 1077 3.865
## 1078 5.108
## 1079 3.436
## 1080 3.193
## 1081 5.050
## 1082 3.973
## 1083 3.759
## 1084 4.127
## 1085 6.241
## 1086 5.105
## 1087 4.641
## 1088 4.324
## 1089 3.181
## 1090 3.097
## 1091 4.117
## 1092 4.492
## 1093 5.170
## 1094 3.019
## 1095 4.809
## 1096 3.367
## 1097 3.474
## 1098 3.385
## 1099 3.443
## 1100 5.078
## 1101 2.598
## 1102 3.372
## 1103 5.932
## 1104 3.370
## 1105 3.812
## 1106 3.375
## 1107 3.938
## 1108 4.958
## 1109 3.887
## 1110 5.573
## 1111 3.890
## 1112 3.679
## 1113 3.534
## 1114 3.498
## 1115 4.898
## 1116 3.792
## 1117 5.408
## 1118 2.826
## 1119 2.821
## 1120 3.556
## 1121 3.788
## 1122 4.477
## 1123 3.400
## 1124 6.086
## 1125 4.438
## 1126 6.090
## 1127 3.576
## 1128 4.086
## 1129 3.675
## 1130 4.116
## 1131 3.177
## 1132 4.039
## 1133 3.701
## 1134 4.320
## 1135 5.548
## 1136 4.261
## 1137 4.688
## 1138 5.574
## 1139 4.485
## 1140 4.493
## 1141 1.290
## 1142 2.494
## 1143 2.973
## 1144 3.912
## 1145 4.265
## 1146 5.197
## 1147 2.956
## 1148 4.588
## 1149 3.848
## 1150 5.558
## 1151 3.438
## 1152 3.726
## 1153 3.862
## 1154 4.857
## 1155 4.326
## 1156 1.084
## 1157 3.399
## 1158 4.416
## 1159 3.706
## 1160 3.124
## 1161 3.639
## 1162 5.469
## 1163 4.232
## 1164 4.397
## 1165 1.843
## 1166 2.904
## 1167 3.930
## 1168 5.864
## 1169 5.376
## 1170 3.350
## 1171 3.278
## 1172 3.015
## 1173 4.286
## 1174 3.549
## 1175 3.571
## 1176 2.651
## 1177 4.169
## 1178 4.552
## 1179 4.277
## 1180 3.605
## 1181 2.878
## 1182 3.773
## 1183 2.908
## 1184 2.923
## 1185 2.698
## 1186 2.449
## 1187 5.857
## 1188 3.115
## 1189 4.572
## 1190 3.583
## 1191 5.524
## 1192 3.936
## 1193 0.937
## 1194 3.370
## 1195 3.201
## 1196 4.254
## 1197 3.889
## 1198 3.716
## 1199 3.935
## 1200 4.152
## 1201 4.842
## 1202 4.362
## 1203 3.366
## 1204 4.942
## 1205 6.322
## 1206 2.941
## 1207 3.547
## 1208 4.944
## 1209 5.111
## 1210 3.112
## 1211 4.633
## 1212 3.087
## 1213 4.591
## 1214 3.521
## 1215 5.863
## 1216 3.378
## 1217 5.240
## 1218 5.149
## 1219 3.222
## 1220 4.786
## 1221 2.656
## 1222 3.382
## 1223 3.262
## 1224 5.545
## 1225 4.794
## 1226 4.686
## 1227 4.607
## 1228 3.930
## 1229 4.312
## 1230 4.551
## 1231 3.818
## 1232 5.143
## 1233 4.131
## 1234 5.036
## 1235 3.783
## 1236 3.961
## 1237 4.147
## 1238 4.006
## 1239 3.216
## 1240 4.311
## 1241 4.338
## 1242 5.102
## 1243 4.549
## 1244 4.638
## 1245 3.269
## 1246 4.908
## 1247 4.650
## 1248 5.246
## 1249 4.196
## 1250 4.390
## 1251 5.254
## 1252 4.200
## 1253 5.600
## 1254 3.869
## 1255 5.581
## 1256 4.185
## 1257 2.659
## 1258 4.344
## 1259 4.480
## 1260 3.765
## 1261 3.036
## 1262 5.254
## 1263 5.896
## 1264 5.623
## 1265 4.915
## 1266 5.173
## 1267 2.990
## 1268 3.278
## 1269 3.737
## 1270 4.101
## 1271 2.177
## 1272 3.564
## 1273 3.481
## 1274 3.995
## 1275 3.487
## 1276 4.302
## 1277 4.680
## 1278 2.744
## 1279 4.626
## 1280 2.657
## 1281 3.334
## 1282 3.445
## 1283 4.674
## 1284 5.465
## 1285 3.000
## 1286 5.162
## 1287 4.168
## 1288 3.044
## 1289 5.752
## 1290 4.548
## 1291 5.582
## 1292 5.033
## 1293 3.968
## 1294 5.232
## 1295 3.183
## 1296 4.579
## 1297 4.832
## 1298 4.233
## 1299 2.811
## 1300 4.621
## 1301 4.157
## 1302 2.883
## 1303 3.345
## 1304 3.549
## 1305 3.782
## 1306 4.964
## 1307 5.557
## 1308 4.173
## 1309 4.725
## 1310 4.488
## 1311 5.090
## 1312 4.041
## 1313 4.439
## 1314 3.680
## 1315 3.988
## 1316 4.770
## 1317 3.875
## 1318 5.043
## 1319 3.004
## 1320 2.541
## 1321 4.743
## 1322 2.044
## 1323 4.961
## 1324 4.421
## 1325 5.022
## 1326 4.059
## 1327 3.512
## 1328 5.980
## 1329 5.149
## 1330 4.895
## 1331 4.966
## 1332 3.314
## 1333 4.732
## 1334 6.176
## 1335 5.061
## 1336 5.210
## 1337 4.336
## 1338 4.594
## 1339 3.507
## 1340 5.514
## 1341 3.694
## 1342 3.466
## 1343 3.997
## 1344 4.809
## 1345 4.334
## 1346 2.590
## 1347 5.090
## 1348 4.124
## 1349 5.057
## 1350 2.058
## 1351 5.192
## 1352 3.886
## 1353 3.409
## 1354 3.648
## 1355 3.165
## 1356 2.539
## 1357 6.322
## 1358 5.002
## 1359 2.778
## 1360 4.064
## 1361 6.127
## 1362 3.302
## 1363 5.102
## 1364 3.748
## 1365 4.008
## 1366 2.902
## 1367 3.350
## 1368 5.407
## 1369 4.467
## 1370 4.410
## 1371 2.785
## 1372 3.434
## 1373 4.246
## 1374 3.732
## 1375 3.068
## 1376 3.542
## 1377 4.117
## 1378 4.005
## 1379 3.970
## 1380 3.282
## 1381 4.817
## 1382 4.876
## 1383 4.959
## 1384 5.401
## 1385 2.901
## 1386 4.257
## 1387 4.569
## 1388 1.938
## 1389 4.038
## 1390 3.199
## 1391 3.917
## 1392 3.895
## 1393 4.094
## 1394 4.261
## 1395 3.686
## 1396 3.381
## 1397 4.619
## 1398 3.678
## 1399 4.722
## 1400 3.227
## 1401 5.344
## 1402 3.171
## 1403 1.898
## 1404 3.801
## 1405 3.112
## 1406 4.903
## 1407 3.601
## 1408 3.935
## 1409 1.102
## 1410 4.283
## 1411 4.277
## 1412 3.847
## 1413 4.685
## 1414 4.572
## 1415 2.716
## 1416 4.763
## 1417 6.322
## 1418 4.302
## 1419 4.374
## 1420 3.544
## 1421 4.945
## 1422 4.272
## 1423 4.002
## 1424 3.669
## 1425 3.815
## 1426 4.748
## 1427 5.130
## 1428 6.387
## 1429 4.589
## 1430 3.975
## 1431 4.926
## 1432 3.950
## 1433 5.923
## 1434 3.925
## 1435 4.074
## 1436 4.972
## 1437 4.208
## 1438 2.891
## 1439 3.502
## 1440 4.306
## 1441 4.088
## 1442 4.574
## 1443 3.693
IH_MIN=min(IH)
IH_MAX=max(IH)

IH_trans3=((IH-IH_MIN)/(IH_MAX-IH_MIN))*100

summary(IH_trans3)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    0.00   43.79   54.97   55.55   66.98  100.00
round(sd(IH_trans3),2)
## [1] 17.07

ECM

#ERROR DE ESTIMACIÓN (EE)

NfinalMedia<-c() ##En este vector se estan almacenando las proporciones, osea, cada repeticion bootstrap
for (i in 1:1000) {
  #Datos=CaliyPalmira[,-c(8:10)] #Este es cuando junté todo y solo quité la incertidumbre
  Datos=CaliyPalmira[,c(19:34)]
  #N<-Datos[sample(nrow(Datos),replace = TRUE)]
  temp_K<-c()
  lista_vacia <- vector("list", length = length(Datos))
  celsius_to_kelvin <- function(temp_C) {
    for (i in 1:16) {
      # temp_K <- temp_C[,i]*vector[i]
      lista_vacia[i]<-data.frame(#temp_C[,i]*vector[i]) 
        Datos[,i]*pesos[i])
      datosnew=lista_vacia[c(1:16)]
    }
    return(datosnew)
  };IHPRG1=data.frame(celsius_to_kelvin(Datos))
  IH<-rowSums(IHPRG1[ ,1:16])
  data.frame(IH)
  IH_MIN<-min(IH)
  IH_MAX<-max(IH)
  IH_trans<-((IH-IH_MIN)/(IH_MAX-IH_MIN))*100
  NfinalMedia[i]=median(sample(IH_trans,replace=T))
}; NfinalMedia
##    [1] 54.97248 55.06422 55.33945 55.19266 53.98165 54.66055 55.17431 54.55046
##    [9] 55.24771 55.02752 54.49541 55.35780 54.18349 55.13761 54.58716 54.58716
##   [17] 55.17431 54.97248 55.96330 54.60550 55.35780 55.17431 55.21101 55.55963
##   [25] 55.15596 55.13761 55.28440 55.00917 55.26606 54.00000 54.89908 55.15596
##   [33] 55.24771 55.00917 55.55963 55.00917 55.33945 55.13761 54.67890 55.02752
##   [41] 54.44037 54.00000 54.67890 55.28440 53.54128 55.48624 55.33945 55.76147
##   [49] 55.19266 55.06422 54.82569 54.91743 56.40367 54.12844 55.88991 54.66055
##   [57] 53.72477 55.00917 55.74312 55.02752 54.60550 54.38532 54.67890 54.49541
##   [65] 53.98165 54.31193 54.91743 54.66055 54.66055 54.29358 55.00917 54.97248
##   [73] 55.13761 54.91743 54.71560 53.96330 55.63303 53.90826 54.95413 54.23853
##   [81] 56.34862 55.72477 54.91743 56.23853 55.65138 55.00917 55.94495 55.06422
##   [89] 53.90826 54.51376 55.65138 54.84404 54.97248 54.82569 54.84404 55.00917
##   [97] 55.13761 54.67890 55.04587 55.04587 54.51376 54.95413 55.65138 55.70642
##  [105] 54.82569 54.44037 54.95413 54.84404 54.91743 55.28440 54.67890 54.00000
##  [113] 54.97248 55.00917 54.38532 55.55963 55.04587 56.14679 55.00917 54.23853
##  [121] 54.00000 55.24771 54.49541 55.70642 54.55046 54.60550 54.56881 54.73394
##  [129] 54.00000 55.61468 55.24771 55.61468 54.91743 54.44037 54.91743 55.00917
##  [137] 55.00917 55.24771 54.91743 56.23853 54.97248 55.35780 56.27523 54.55046
##  [145] 54.27523 55.48624 54.67890 54.95413 54.49541 54.89908 55.61468 55.17431
##  [153] 54.11009 54.84404 55.00917 54.73394 55.61468 54.56881 55.13761 55.00917
##  [161] 55.35780 54.91743 54.67890 53.76147 55.06422 55.70642 55.21101 55.24771
##  [169] 55.65138 55.24771 54.56881 54.58716 54.91743 54.67890 54.91743 56.07339
##  [177] 55.33945 55.74312 54.95413 54.91743 56.42202 54.73394 56.14679 54.51376
##  [185] 54.67890 55.94495 55.13761 53.79817 55.00917 55.00917 54.49541 54.95413
##  [193] 54.44037 55.00917 54.95413 55.65138 53.39450 55.48624 55.61468 55.00917
##  [201] 55.65138 55.15596 53.79817 56.11009 55.35780 54.97248 54.16514 55.24771
##  [209] 55.70642 55.02752 54.71560 54.91743 55.35780 54.91743 53.76147 56.34862
##  [217] 55.55963 55.33945 54.38532 54.91743 55.61468 54.44037 55.61468 54.91743
##  [225] 55.15596 54.84404 55.70642 54.66055 55.33945 54.44037 55.15596 55.00917
##  [233] 55.76147 55.00917 54.73394 55.33945 55.17431 55.63303 54.18349 54.66055
##  [241] 55.55963 54.67890 55.17431 54.60550 56.16514 55.06422 54.29358 55.02752
##  [249] 54.89908 55.96330 55.76147 54.51376 54.97248 54.51376 55.00917 56.29358
##  [257] 55.26606 54.67890 55.33945 55.02752 54.12844 54.89908 54.56881 54.67890
##  [265] 53.63303 54.67890 54.67890 55.63303 54.38532 55.06422 55.13761 54.60550
##  [273] 55.02752 55.00917 55.21101 55.02752 53.76147 55.13761 54.71560 54.66055
##  [281] 54.89908 53.90826 55.35780 55.65138 55.33945 55.35780 54.84404 54.51376
##  [289] 55.33945 55.26606 54.97248 55.70642 55.72477 54.29358 55.15596 54.91743
##  [297] 55.13761 54.29358 54.18349 55.02752 54.84404 55.33945 55.94495 55.48624
##  [305] 54.60550 55.35780 54.00000 54.91743 54.56881 54.58716 55.33945 54.67890
##  [313] 55.26606 54.38532 55.35780 54.95413 53.76147 56.16514 54.71560 55.35780
##  [321] 54.00000 55.00917 55.26606 55.65138 55.35780 55.70642 54.44037 55.00917
##  [329] 55.13761 54.67890 55.65138 54.60550 54.84404 55.00917 55.00917 55.26606
##  [337] 54.67890 54.67890 54.91743 55.24771 55.63303 54.67890 55.48624 55.74312
##  [345] 54.00000 54.73394 55.70642 54.55046 55.21101 55.19266 54.00000 55.63303
##  [353] 54.23853 55.17431 55.00917 55.26606 54.56881 54.49541 53.65138 55.35780
##  [361] 54.95413 54.91743 54.95413 55.94495 56.31193 55.13761 54.55046 55.00917
##  [369] 54.55046 54.58716 55.26606 55.94495 55.00917 55.35780 55.76147 56.27523
##  [377] 54.91743 55.33945 55.33945 54.67890 54.55046 55.88991 54.84404 55.00917
##  [385] 54.91743 56.27523 55.63303 54.67890 55.55963 54.95413 53.96330 55.70642
##  [393] 53.72477 55.55963 54.60550 55.13761 55.00917 54.95413 55.02752 55.00917
##  [401] 53.76147 55.48624 54.44037 55.65138 54.82569 55.55963 54.00000 54.84404
##  [409] 55.74312 54.55046 56.23853 55.21101 55.28440 55.02752 54.55046 54.82569
##  [417] 54.27523 54.71560 55.65138 55.88991 55.24771 54.97248 53.79817 54.67890
##  [425] 54.66055 54.91743 55.00917 55.74312 55.00917 55.26606 56.25688 55.00917
##  [433] 54.38532 54.82569 54.66055 55.00917 55.70642 54.95413 54.00000 55.24771
##  [441] 55.63303 54.16514 53.98165 55.00917 55.15596 55.28440 54.51376 55.76147
##  [449] 55.74312 55.35780 54.29358 55.02752 55.35780 55.63303 54.58716 54.95413
##  [457] 54.91743 55.17431 55.63303 54.11009 54.67890 54.67890 55.72477 55.55963
##  [465] 55.48624 54.71560 54.91743 55.96330 56.11009 54.44037 54.97248 55.63303
##  [473] 54.82569 55.70642 54.91743 55.28440 54.67890 55.00917 55.74312 54.60550
##  [481] 55.21101 55.33945 55.28440 55.55963 54.44037 55.35780 54.91743 55.88991
##  [489] 54.67890 55.28440 54.89908 55.00917 53.74312 54.67890 54.71560 55.00917
##  [497] 55.04587 54.29358 55.48624 55.21101 55.88991 54.66055 55.70642 54.55046
##  [505] 54.66055 54.56881 55.02752 54.55046 55.15596 54.82569 54.44037 55.15596
##  [513] 55.65138 54.23853 54.97248 54.82569 54.97248 54.27523 55.21101 54.51376
##  [521] 55.06422 54.66055 54.89908 55.24771 55.06422 55.15596 54.56881 55.13761
##  [529] 54.67890 55.21101 56.27523 55.19266 54.97248 54.67890 55.00917 55.65138
##  [537] 55.24771 54.67890 56.23853 54.91743 54.44037 55.28440 54.67890 54.66055
##  [545] 53.54128 55.70642 54.91743 55.55963 54.89908 55.70642 54.16514 54.91743
##  [553] 54.95413 55.74312 55.00917 54.82569 55.35780 53.68807 54.56881 55.26606
##  [561] 55.61468 54.73394 54.44037 55.26606 53.59633 54.11009 55.35780 55.28440
##  [569] 55.15596 54.97248 55.04587 55.15596 54.00000 55.35780 55.17431 55.70642
##  [577] 55.13761 54.91743 54.67890 54.91743 55.70642 55.65138 54.73394 55.33945
##  [585] 55.65138 55.55963 55.15596 54.66055 54.11009 54.00000 55.21101 54.38532
##  [593] 55.17431 55.35780 54.31193 55.26606 55.28440 54.18349 54.73394 54.91743
##  [601] 55.35780 54.71560 55.00917 54.97248 55.48624 54.66055 55.13761 55.74312
##  [609] 55.72477 54.44037 55.33945 54.91743 54.73394 54.58716 54.27523 55.61468
##  [617] 55.33945 55.35780 54.67890 53.74312 54.38532 55.04587 54.66055 54.89908
##  [625] 55.65138 54.31193 54.38532 55.61468 54.51376 54.00000 54.23853 55.33945
##  [633] 54.58716 54.00000 55.00917 55.00917 55.19266 54.60550 55.06422 55.55963
##  [641] 55.70642 54.51376 55.24771 55.65138 55.02752 54.91743 54.29358 54.29358
##  [649] 55.33945 54.44037 55.00917 54.29358 54.97248 54.00000 54.18349 55.26606
##  [657] 55.15596 55.15596 55.65138 54.66055 54.51376 55.00917 54.82569 54.89908
##  [665] 55.04587 54.27523 54.95413 54.95413 54.44037 55.35780 54.67890 55.21101
##  [673] 53.98165 55.70642 54.73394 55.13761 53.98165 54.27523 55.19266 54.95413
##  [681] 55.00917 55.00917 55.15596 54.67890 55.06422 55.26606 54.58716 55.15596
##  [689] 55.33945 55.13761 55.04587 53.59633 55.33945 55.33945 54.44037 55.19266
##  [697] 54.44037 53.98165 54.67890 55.63303 55.04587 55.26606 54.84404 54.95413
##  [705] 55.70642 54.95413 55.00917 55.21101 55.35780 55.02752 54.67890 55.55963
##  [713] 54.12844 54.82569 55.17431 54.97248 55.13761 54.66055 54.12844 55.74312
##  [721] 53.65138 55.19266 54.44037 54.84404 55.04587 54.67890 54.58716 54.97248
##  [729] 55.00917 55.04587 54.91743 54.60550 55.35780 53.39450 55.19266 55.63303
##  [737] 54.84404 54.84404 54.67890 54.18349 54.60550 54.23853 55.15596 55.35780
##  [745] 54.58716 55.13761 54.84404 54.56881 55.00917 54.58716 55.65138 55.04587
##  [753] 55.65138 55.17431 54.67890 54.67890 54.82569 55.48624 55.61468 55.33945
##  [761] 54.66055 54.67890 54.91743 54.31193 54.82569 55.26606 54.84404 54.84404
##  [769] 54.67890 54.84404 55.94495 55.35780 54.44037 54.44037 54.67890 55.00917
##  [777] 54.95413 54.38532 55.33945 54.49541 55.35780 54.51376 55.48624 55.72477
##  [785] 55.70642 55.06422 55.21101 54.67890 53.98165 55.13761 55.13761 54.29358
##  [793] 54.89908 55.48624 55.17431 54.58716 54.44037 54.71560 55.17431 55.19266
##  [801] 55.26606 55.17431 54.71560 54.91743 55.13761 55.70642 54.11009 53.72477
##  [809] 55.70642 55.63303 54.44037 55.21101 55.02752 55.17431 54.84404 54.84404
##  [817] 54.97248 54.11009 55.00917 54.00000 54.91743 54.67890 55.04587 54.67890
##  [825] 54.95413 55.26606 55.26606 55.13761 55.17431 55.55963 54.84404 54.58716
##  [833] 55.76147 54.55046 55.17431 55.96330 55.48624 54.66055 54.27523 56.31193
##  [841] 54.49541 55.13761 54.97248 55.04587 55.04587 55.13761 54.89908 55.48624
##  [849] 54.71560 54.71560 55.35780 55.24771 55.00917 54.91743 54.71560 54.84404
##  [857] 54.84404 55.35780 54.89908 55.76147 54.67890 55.28440 55.61468 54.91743
##  [865] 55.33945 56.23853 55.21101 55.55963 54.95413 54.51376 55.00917 55.70642
##  [873] 55.33945 54.82569 55.24771 55.74312 54.91743 55.15596 55.74312 54.71560
##  [881] 53.96330 56.23853 54.95413 55.00917 54.82569 54.66055 54.44037 55.19266
##  [889] 55.33945 55.15596 54.38532 55.17431 54.56881 55.28440 54.58716 53.98165
##  [897] 55.33945 54.97248 54.91743 53.98165 55.24771 56.29358 55.04587 55.17431
##  [905] 55.63303 55.04587 55.61468 54.18349 55.33945 54.73394 53.98165 54.91743
##  [913] 55.48624 55.13761 54.23853 55.70642 55.00917 55.55963 55.21101 54.67890
##  [921] 54.44037 54.89908 54.73394 55.02752 54.49541 54.67890 55.00917 56.11009
##  [929] 54.67890 53.68807 54.71560 54.51376 53.22936 55.48624 54.89908 56.11009
##  [937] 55.21101 55.65138 54.89908 55.55963 54.58716 54.66055 55.96330 55.72477
##  [945] 54.58716 54.56881 55.21101 54.44037 54.82569 55.00917 54.67890 53.98165
##  [953] 54.89908 54.00000 55.19266 55.28440 54.89908 55.00917 56.07339 55.19266
##  [961] 55.70642 55.33945 54.60550 54.97248 55.65138 53.41284 55.04587 55.19266
##  [969] 53.96330 54.66055 55.19266 54.44037 55.00917 53.90826 55.55963 54.44037
##  [977] 53.98165 54.67890 54.82569 55.35780 55.06422 54.84404 54.67890 55.35780
##  [985] 54.91743 55.17431 54.16514 54.91743 55.74312 55.55963 54.44037 54.97248
##  [993] 54.97248 54.84404 55.02752 55.15596 55.74312 55.48624 55.74312 54.97248
hist(NfinalMedia)

#I_mediana=mean(NfinalMedia);I_mediana
#I_ref=57.01
#EE=I_ref-round(I_mediana,2);EE

#EE<-round((1/1000)*sum((NfinalMedia-I_mediana)^2+((1/1000)*sum(NfinalMedia)-I_mediana)^2),2);EE
EE<-round((1/(1000-1))*sum(NfinalMedia-median(IH_trans3))^2+(median(NfinalMedia)-median(IH_trans3))^2,2);EE
## [1] 0.05

Índices por grupos

Datos=CaliyPalmira[,c(19:34)]

pesos=c(
  #voluntariedad
  #0.50,0.50,
  #conocimiento
  #0.171,0.220,0.171,0.195,0.244,
  #incertidumbre
  #0.032,0.024,0.024,
  #confianza gubernamental
  #0.241,0.276,0.241,0.241,
  #confianza sector salud
  #0.438,0.563,
  #confianza medios 
  #0.467,0.533,
  #probabilidad de contagio
  0.164,0.145,0.164,0.127,0.109,0.145,0.145,
  #severidad
  0.241,0.276,0.276,0.207,
  #susceptibilidad
  0.222,0.222,0.194,0.167,0.194
  #,
  #cumplimiento
  #0.190,0.190,0.190,0.143,0.143,0.143
  )

PROBABILIDAD DE CONTAGIO

temp_K<-c()
lista_vacia <- vector("list", length = 1443)
celsius_to_kelvin <- function(temp_C) {
  for (i in 1:7) {
    # temp_K <- temp_C[,i]*vector[i]
    lista_vacia[i]<-data.frame(#temp_C[,i]*vector[i]) 
      Datos[,i]*pesos[i])
    datosnew=lista_vacia[c(1:7)]
  }
  return(datosnew)
};ProbabilidadContagio=data.frame(celsius_to_kelvin(Datos))

IH=rowSums(ProbabilidadContagio[ ,1:7]);IH
##    [1] 3.452 3.412 3.759 3.560 3.487 3.796 3.451 4.869 5.595 2.542 2.850 3.776
##   [13] 3.468 3.215 5.014 2.868 3.923 3.740 4.396 5.469 5.014 2.395 3.740 3.432
##   [25] 4.578 2.996 5.342 4.397 3.993 4.124 4.670 3.993 3.268 5.032 3.214 2.542
##   [37] 3.706 5.141 3.778 4.489 5.470 2.813 2.687 3.051 2.997 2.468 3.848 3.759
##   [49] 3.287 3.887 3.450 3.632 4.523 5.595 3.431 5.450 2.887 4.414 4.031 4.049
##   [61] 4.813 3.306 2.033 3.488 4.342 3.741 4.177 3.905 4.996 4.851 3.722 4.341
##   [73] 3.887 1.980 4.196 3.778 3.960 4.068 5.159 3.397 4.414 4.796 4.523 4.432
##   [85] 2.723 3.759 3.778 4.996 5.469 4.869 2.433 3.068 3.433 3.507 3.614 5.196
##   [97] 4.269 2.686 2.686 5.595 4.522 3.740 3.742 4.359 6.195 5.196 2.631 4.469
##  [109] 3.595 3.887 4.340 4.705 5.141 4.523 3.249 2.976 4.869 5.141 2.343 5.014
##  [121] 3.104 5.324 4.141 3.886 2.305 3.141 4.813 4.487 5.778 2.506 4.742 5.178
##  [133] 5.759 2.816 3.759 2.979 3.397 6.195 5.759 3.833 4.580 3.523 2.832 3.725
##  [145] 4.599 4.396 3.432 4.813 4.632 3.978 3.305 3.977 5.469 3.558 4.031 3.304
##  [157] 4.068 3.652 3.360 5.814 3.905 5.013 3.142 3.886 4.289 5.759 4.052 2.996
##  [169] 5.614 3.578 5.431 4.724 4.142 2.651 4.813 5.305 4.813 3.791 3.596 3.742
##  [181] 3.866 3.033 5.759 3.014 4.995 3.379 2.523 3.468 3.669 2.959 5.450 4.996
##  [193] 5.615 2.559 5.759 3.358 4.359 1.816 3.197 4.124 5.211 4.506 4.742 4.667
##  [205] 3.577 4.124 5.286 2.814 3.431 4.068 5.450 2.776 4.050 4.378 4.471 4.541
##  [217] 3.979 3.646 4.227 5.286 3.576 3.559 3.868 4.269 4.687 5.469 3.923 3.796
##  [229] 4.485 3.615 2.705 3.341 3.577 3.740 4.105 2.070 1.798 3.341 3.594 3.394
##  [241] 4.434 4.360 4.359 3.487 3.324 2.359 3.465 5.759 4.123 4.087 4.940 2.814
##  [253] 3.796 2.868 3.450 3.051 3.759 3.613 4.995 4.396 5.014 3.997 3.305 2.760
##  [265] 3.087 4.269 3.486 4.868 3.632 3.214 3.942 3.123 3.413 3.433 4.523 3.960
##  [277] 5.759 5.159 5.141 5.179 4.269 4.741 5.286 3.341 3.230 4.085 4.923 5.142
##  [289] 4.032 4.123 4.068 3.487 3.323 3.015 3.087 2.234 3.160 4.869 4.541 5.759
##  [301] 2.725 4.178 4.232 5.123 5.759 4.906 2.941 3.758 4.104 5.160 4.559 4.995
##  [313] 3.778 3.996 5.305 3.053 4.414 1.833 4.251 4.269 3.742 3.633 3.286 2.541
##  [325] 3.669 4.068 5.632 4.050 3.941 2.597 4.106 3.887 5.287 4.832 3.286 3.395
##  [337] 3.904 4.049 3.597 1.598 3.211 4.723 4.250 3.759 3.651 4.433 4.049 4.341
##  [349] 4.869 6.195 5.104 3.597 4.486 5.179 4.504 3.960 5.413 5.559 3.834 4.341
##  [361] 3.778 4.213 2.724 3.595 4.340 3.431 5.450 4.541 5.759 3.523 3.832 5.431
##  [373] 4.996 3.704 3.468 3.671 5.759 3.088 4.705 3.922 3.343 3.486 3.796 4.068
##  [385] 5.015 3.596 4.887 3.686 3.686 3.759 3.595 3.015 4.579 2.796 5.014 4.322
##  [397] 3.141 4.996 3.632 3.868 3.924 3.670 2.941 4.176 3.468 2.927 3.233 4.523
##  [409] 4.958 3.597 5.759 3.978 2.940 2.196 4.687 5.050 2.794 4.485 2.817 3.122
##  [421] 3.524 2.707 4.907 4.358 3.870 4.359 6.195 4.524 3.361 3.742 4.251 5.469
##  [433] 2.540 3.449 5.469 5.759 3.725 4.087 4.160 3.523 3.833 2.396 4.123 4.303
##  [445] 3.594 3.323 2.960 4.340 4.523 4.069 5.104 5.577 4.668 6.195 3.415 4.016
##  [457] 4.214 5.450 4.049 5.923 3.703 3.960 4.850 3.595 3.886 4.251 4.578 4.560
##  [469] 6.068 5.432 6.195 4.231 4.596 5.105 4.940 6.195 4.486 4.286 5.595 5.287
##  [481] 4.231 5.104 4.250 5.304 4.141 4.850 4.123 4.741 5.122 3.906 4.705 5.595
##  [493] 4.940 5.632 6.031 4.288 3.704 4.197 4.650 4.958 2.651 5.431 3.759 4.599
##  [505] 4.396 3.760 4.358 3.688 3.378 4.249 3.304 4.232 4.668 3.414 2.887 2.924
##  [517] 5.014 5.651 3.558 4.488 4.396 3.887 4.176 3.413 4.197 6.031 5.796 1.670
##  [529] 5.558 4.303 4.522 3.867 4.087 4.068 4.195 3.412 3.378 3.106 4.812 3.815
##  [541] 4.779 4.213 3.832 4.814 5.267 4.578 4.359 4.105 4.759 3.687 4.596 6.195
##  [553] 4.123 3.085 3.449 3.884 5.068 3.777 5.432 1.670 3.323 4.359 6.195 4.705
##  [565] 3.741 3.558 4.596 3.942 3.250 5.104 4.921 5.450 2.051 4.250 2.269 5.287
##  [577] 4.070 4.760 4.813 4.667 4.868 5.431 3.779 4.397 4.359 3.848 5.342 4.650
##  [589] 2.979 4.031 4.250 5.431 4.232 4.850 3.123 4.414 3.867 3.523 4.850 4.105
##  [601] 5.577 4.616 4.631 4.395 1.888 3.922 5.141 4.177 4.850 3.740 3.581 4.886
##  [613] 5.249 4.776 5.249 3.832 2.872 4.958 4.902 4.578 3.541 4.523 2.433 5.268
##  [625] 6.195 3.195 4.725 4.321 3.595 3.214 5.614 3.796 3.286 6.195 4.269 4.467
##  [637] 4.776 6.195 4.087 3.033 0.999 4.757 4.560 4.179 2.761 3.124 3.614 5.305
##  [649] 5.305 6.195 4.504 4.359 5.305 4.232 3.540 5.394 4.868 5.104 4.995 6.195
##  [661] 5.122 4.705 5.615 4.596 5.305 5.032 3.357 6.031 3.632 4.596 6.050 3.216
##  [673] 5.215 6.195 6.195 4.214 4.232 2.416 4.705 3.488 4.069 4.542 4.486 3.941
##  [685] 5.268 2.397 4.504 4.741 4.486 4.760 4.486 5.577 3.669 4.359 4.705 4.321
##  [697] 4.832 3.139 4.560 4.125 2.958 5.432 3.650 4.415 4.689 3.941 5.867 5.104
##  [709] 3.360 4.414 5.760 5.722 3.105 3.852 5.450 2.595 4.214 4.574 4.105 4.395
##  [721] 3.959 3.395 4.958 5.287 4.232 4.813 4.832 2.796 6.195 3.940 3.177 3.889
##  [733] 2.668 4.268 4.068 3.740 3.704 4.542 4.451 4.105 4.977 4.850 3.866 4.705
##  [745] 4.303 5.178 4.467 3.924 5.141 4.504 5.323 4.214 6.195 4.378 4.232 4.667
##  [757] 4.358 4.977 4.233 4.578 3.815 4.377 4.380 4.596 3.360 3.615 3.597 3.178
##  [769] 3.469 2.414 3.342 4.049 4.850 5.432 2.015 5.050 4.434 6.195 5.778 5.886
##  [781] 5.249 4.977 5.141 4.560 5.615 5.141 5.450 4.504 3.014 5.122 2.541 5.249
##  [793] 4.105 3.925 3.777 5.085 3.886 4.358 3.740 5.905 4.523 3.650 2.887 3.796
##  [805] 3.706 5.432 6.050 6.050 3.994 4.250 4.250 4.851 5.722 5.432 4.104 4.232
##  [817] 4.378 3.722 3.866 3.526 2.960 4.669 3.960 3.396 4.358 5.268 4.504 5.141
##  [829] 4.559 4.287 3.376 5.867 4.850 4.741 5.595 6.031 2.944 6.195 3.558 3.415
##  [841] 4.433 3.922 4.668 4.560 4.359 5.122 4.887 2.361 4.451 6.050 4.958 3.832
##  [853] 3.614 5.287 4.378 4.888 3.959 4.122 4.977 4.139 4.977 2.650 3.941 4.687
##  [865] 4.704 4.034 3.759 5.577 4.611 3.414 5.451 4.342 3.852 3.814 5.867 6.195
##  [877] 3.906 5.558 1.454 5.013 4.432 5.122 4.287 2.906 3.706 4.577 4.322 6.195
##  [889] 4.359 4.577 3.016 3.777 4.051 3.777 4.523 3.142 3.614 3.234 4.105 4.232
##  [901] 5.051 3.687 4.649 5.287 5.886 5.595 3.379 5.014 3.233 3.360 4.160 2.869
##  [913] 4.743 3.923 2.706 5.905 4.322 4.359 3.158 4.397 5.450 4.486 3.960 3.123
##  [925] 4.377 5.923 4.593 6.068 1.743 6.068 5.703 3.597 5.886 6.195 4.394 2.958
##  [937] 4.850 3.253 3.360 5.905 3.886 3.032 5.558 4.942 5.905 4.359 4.268 3.360
##  [949] 2.324 3.450 5.577 5.577 4.850 4.395 4.868 4.560 3.670 4.812 1.688 4.105
##  [961] 5.886 3.903 3.307 2.687 3.687 3.159 4.649 3.650 3.706 4.540 4.144 5.506
##  [973] 4.251 4.596 5.941 2.742 5.558 4.415 4.596 4.757 5.033 2.651 4.142 2.724
##  [985] 3.233 4.105 4.232 5.122 3.502 4.396 4.741 4.359 3.850 4.100 3.597 3.141
##  [997] 4.251 4.921 4.377 3.777 2.432 4.015 5.796 6.195 4.997 4.359 5.413 3.777
## [1009] 3.670 4.359 3.141 5.759 3.703 6.050 6.195 4.359 1.853 3.234 4.233 6.195
## [1021] 3.613 3.595 4.250 4.105 4.342 4.757 3.614 6.050 6.195 2.976 4.795 3.886
## [1033] 6.195 4.612 5.122 4.579 3.576 3.940 4.794 3.940 3.669 4.795 5.159 5.450
## [1045] 4.995 4.883 5.249 3.214 2.869 4.359 3.198 5.596 4.850 3.469 5.577 3.851
## [1057] 5.905 4.852 3.032 3.761 4.631 3.450 4.649 4.413 5.905 3.469 5.397 6.195
## [1069] 6.195 5.760 4.814 4.321 2.470 3.341 4.303 4.250 5.905 5.087 3.560 4.251
## [1081] 5.196 3.666 4.414 3.796 5.467 5.413 5.286 4.325 2.959 4.524 2.850 5.140
## [1093] 4.050 3.926 4.523 3.647 3.650 3.523 2.977 4.977 1.960 4.032 6.195 3.937
## [1105] 3.633 3.797 3.742 5.123 3.377 4.522 3.814 3.815 3.759 3.759 4.924 3.141
## [1117] 5.760 4.560 2.942 4.559 4.705 5.050 5.141 6.195 4.977 5.577 4.269 4.723
## [1129] 4.359 3.523 2.778 3.978 4.541 6.068 5.103 4.977 5.614 5.487 4.996 4.414
## [1141] 1.761 2.906 3.141 4.448 4.469 3.886 2.941 4.303 4.504 6.195 3.105 3.979
## [1153] 3.705 4.176 4.940 1.217 4.011 4.287 3.669 3.196 3.796 4.851 3.032 3.504
## [1165] 2.123 4.087 3.833 5.305 6.195 4.433 3.742 3.360 4.161 4.686 3.468 3.631
## [1177] 4.360 4.250 3.305 3.360 2.595 4.124 4.687 3.595 2.542 3.450 6.050 3.124
## [1189] 4.977 3.795 5.959 3.141 0.999 4.014 2.469 4.321 3.759 4.705 4.069 5.032
## [1201] 5.413 4.959 4.687 5.431 6.195 3.051 4.214 4.977 3.250 3.105 5.122 4.213
## [1213] 4.813 4.306 5.614 3.232 6.195 4.959 3.215 4.269 3.833 3.124 2.887 5.595
## [1225] 4.522 5.506 2.869 3.852 4.596 5.923 4.214 5.722 4.340 6.195 4.378 4.631
## [1237] 3.760 4.832 2.813 3.722 4.615 6.195 5.122 3.085 3.614 5.596 5.759 4.486
## [1249] 4.249 5.141 5.595 4.560 5.359 4.197 4.051 3.705 2.707 4.596 5.867 2.486
## [1261] 3.087 5.104 6.195 5.923 5.669 4.850 3.687 3.198 3.540 4.995 2.887 3.452
## [1273] 4.906 2.015 5.905 3.978 4.432 3.251 4.852 2.958 3.195 3.722 4.451 5.432
## [1285] 2.833 4.813 4.194 3.687 5.286 5.249 4.395 4.667 4.105 5.577 3.431 4.359
## [1297] 3.502 3.089 4.433 4.977 4.504 3.014 3.741 3.450 3.706 5.741 4.378 4.340
## [1309] 4.284 4.541 3.614 4.105 5.450 4.397 4.542 5.268 3.378 5.539 3.633 2.979
## [1321] 3.886 3.050 5.304 4.012 5.032 4.269 4.452 6.195 5.196 5.160 4.123 3.215
## [1333] 5.032 6.195 3.413 5.760 5.359 3.830 3.376 5.249 5.632 2.799 4.124 4.668
## [1345] 4.615 4.270 5.905 6.031 4.940 1.998 3.792 3.196 3.632 4.794 3.579 2.489
## [1357] 6.195 5.760 1.890 4.485 6.195 3.688 5.722 3.996 3.848 3.141 3.578 4.214
## [1369] 5.722 3.959 3.815 4.977 4.668 3.943 3.287 4.268 3.885 4.596 3.960 3.577
## [1381] 4.921 4.504 5.413 6.195 3.413 5.014 5.432 2.016 4.250 3.159 4.303 4.705
## [1393] 4.615 5.324 3.830 4.359 5.014 4.524 4.850 4.831 5.595 3.123 2.234 4.650
## [1405] 3.433 4.415 3.303 3.975 1.434 3.795 5.196 3.832 5.013 4.851 3.014 5.015
## [1417] 6.195 3.215 4.415 4.776 5.141 5.142 5.249 4.177 2.996 6.195 6.195 6.195
## [1429] 3.268 4.213 2.777 5.141 4.959 3.796 4.232 2.595 3.487 3.488 4.959 4.794
## [1441] 4.832 3.650 3.703
data.frame(IH)
##         IH
## 1    3.452
## 2    3.412
## 3    3.759
## 4    3.560
## 5    3.487
## 6    3.796
## 7    3.451
## 8    4.869
## 9    5.595
## 10   2.542
## 11   2.850
## 12   3.776
## 13   3.468
## 14   3.215
## 15   5.014
## 16   2.868
## 17   3.923
## 18   3.740
## 19   4.396
## 20   5.469
## 21   5.014
## 22   2.395
## 23   3.740
## 24   3.432
## 25   4.578
## 26   2.996
## 27   5.342
## 28   4.397
## 29   3.993
## 30   4.124
## 31   4.670
## 32   3.993
## 33   3.268
## 34   5.032
## 35   3.214
## 36   2.542
## 37   3.706
## 38   5.141
## 39   3.778
## 40   4.489
## 41   5.470
## 42   2.813
## 43   2.687
## 44   3.051
## 45   2.997
## 46   2.468
## 47   3.848
## 48   3.759
## 49   3.287
## 50   3.887
## 51   3.450
## 52   3.632
## 53   4.523
## 54   5.595
## 55   3.431
## 56   5.450
## 57   2.887
## 58   4.414
## 59   4.031
## 60   4.049
## 61   4.813
## 62   3.306
## 63   2.033
## 64   3.488
## 65   4.342
## 66   3.741
## 67   4.177
## 68   3.905
## 69   4.996
## 70   4.851
## 71   3.722
## 72   4.341
## 73   3.887
## 74   1.980
## 75   4.196
## 76   3.778
## 77   3.960
## 78   4.068
## 79   5.159
## 80   3.397
## 81   4.414
## 82   4.796
## 83   4.523
## 84   4.432
## 85   2.723
## 86   3.759
## 87   3.778
## 88   4.996
## 89   5.469
## 90   4.869
## 91   2.433
## 92   3.068
## 93   3.433
## 94   3.507
## 95   3.614
## 96   5.196
## 97   4.269
## 98   2.686
## 99   2.686
## 100  5.595
## 101  4.522
## 102  3.740
## 103  3.742
## 104  4.359
## 105  6.195
## 106  5.196
## 107  2.631
## 108  4.469
## 109  3.595
## 110  3.887
## 111  4.340
## 112  4.705
## 113  5.141
## 114  4.523
## 115  3.249
## 116  2.976
## 117  4.869
## 118  5.141
## 119  2.343
## 120  5.014
## 121  3.104
## 122  5.324
## 123  4.141
## 124  3.886
## 125  2.305
## 126  3.141
## 127  4.813
## 128  4.487
## 129  5.778
## 130  2.506
## 131  4.742
## 132  5.178
## 133  5.759
## 134  2.816
## 135  3.759
## 136  2.979
## 137  3.397
## 138  6.195
## 139  5.759
## 140  3.833
## 141  4.580
## 142  3.523
## 143  2.832
## 144  3.725
## 145  4.599
## 146  4.396
## 147  3.432
## 148  4.813
## 149  4.632
## 150  3.978
## 151  3.305
## 152  3.977
## 153  5.469
## 154  3.558
## 155  4.031
## 156  3.304
## 157  4.068
## 158  3.652
## 159  3.360
## 160  5.814
## 161  3.905
## 162  5.013
## 163  3.142
## 164  3.886
## 165  4.289
## 166  5.759
## 167  4.052
## 168  2.996
## 169  5.614
## 170  3.578
## 171  5.431
## 172  4.724
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## 1135 5.103
## 1136 4.977
## 1137 5.614
## 1138 5.487
## 1139 4.996
## 1140 4.414
## 1141 1.761
## 1142 2.906
## 1143 3.141
## 1144 4.448
## 1145 4.469
## 1146 3.886
## 1147 2.941
## 1148 4.303
## 1149 4.504
## 1150 6.195
## 1151 3.105
## 1152 3.979
## 1153 3.705
## 1154 4.176
## 1155 4.940
## 1156 1.217
## 1157 4.011
## 1158 4.287
## 1159 3.669
## 1160 3.196
## 1161 3.796
## 1162 4.851
## 1163 3.032
## 1164 3.504
## 1165 2.123
## 1166 4.087
## 1167 3.833
## 1168 5.305
## 1169 6.195
## 1170 4.433
## 1171 3.742
## 1172 3.360
## 1173 4.161
## 1174 4.686
## 1175 3.468
## 1176 3.631
## 1177 4.360
## 1178 4.250
## 1179 3.305
## 1180 3.360
## 1181 2.595
## 1182 4.124
## 1183 4.687
## 1184 3.595
## 1185 2.542
## 1186 3.450
## 1187 6.050
## 1188 3.124
## 1189 4.977
## 1190 3.795
## 1191 5.959
## 1192 3.141
## 1193 0.999
## 1194 4.014
## 1195 2.469
## 1196 4.321
## 1197 3.759
## 1198 4.705
## 1199 4.069
## 1200 5.032
## 1201 5.413
## 1202 4.959
## 1203 4.687
## 1204 5.431
## 1205 6.195
## 1206 3.051
## 1207 4.214
## 1208 4.977
## 1209 3.250
## 1210 3.105
## 1211 5.122
## 1212 4.213
## 1213 4.813
## 1214 4.306
## 1215 5.614
## 1216 3.232
## 1217 6.195
## 1218 4.959
## 1219 3.215
## 1220 4.269
## 1221 3.833
## 1222 3.124
## 1223 2.887
## 1224 5.595
## 1225 4.522
## 1226 5.506
## 1227 2.869
## 1228 3.852
## 1229 4.596
## 1230 5.923
## 1231 4.214
## 1232 5.722
## 1233 4.340
## 1234 6.195
## 1235 4.378
## 1236 4.631
## 1237 3.760
## 1238 4.832
## 1239 2.813
## 1240 3.722
## 1241 4.615
## 1242 6.195
## 1243 5.122
## 1244 3.085
## 1245 3.614
## 1246 5.596
## 1247 5.759
## 1248 4.486
## 1249 4.249
## 1250 5.141
## 1251 5.595
## 1252 4.560
## 1253 5.359
## 1254 4.197
## 1255 4.051
## 1256 3.705
## 1257 2.707
## 1258 4.596
## 1259 5.867
## 1260 2.486
## 1261 3.087
## 1262 5.104
## 1263 6.195
## 1264 5.923
## 1265 5.669
## 1266 4.850
## 1267 3.687
## 1268 3.198
## 1269 3.540
## 1270 4.995
## 1271 2.887
## 1272 3.452
## 1273 4.906
## 1274 2.015
## 1275 5.905
## 1276 3.978
## 1277 4.432
## 1278 3.251
## 1279 4.852
## 1280 2.958
## 1281 3.195
## 1282 3.722
## 1283 4.451
## 1284 5.432
## 1285 2.833
## 1286 4.813
## 1287 4.194
## 1288 3.687
## 1289 5.286
## 1290 5.249
## 1291 4.395
## 1292 4.667
## 1293 4.105
## 1294 5.577
## 1295 3.431
## 1296 4.359
## 1297 3.502
## 1298 3.089
## 1299 4.433
## 1300 4.977
## 1301 4.504
## 1302 3.014
## 1303 3.741
## 1304 3.450
## 1305 3.706
## 1306 5.741
## 1307 4.378
## 1308 4.340
## 1309 4.284
## 1310 4.541
## 1311 3.614
## 1312 4.105
## 1313 5.450
## 1314 4.397
## 1315 4.542
## 1316 5.268
## 1317 3.378
## 1318 5.539
## 1319 3.633
## 1320 2.979
## 1321 3.886
## 1322 3.050
## 1323 5.304
## 1324 4.012
## 1325 5.032
## 1326 4.269
## 1327 4.452
## 1328 6.195
## 1329 5.196
## 1330 5.160
## 1331 4.123
## 1332 3.215
## 1333 5.032
## 1334 6.195
## 1335 3.413
## 1336 5.760
## 1337 5.359
## 1338 3.830
## 1339 3.376
## 1340 5.249
## 1341 5.632
## 1342 2.799
## 1343 4.124
## 1344 4.668
## 1345 4.615
## 1346 4.270
## 1347 5.905
## 1348 6.031
## 1349 4.940
## 1350 1.998
## 1351 3.792
## 1352 3.196
## 1353 3.632
## 1354 4.794
## 1355 3.579
## 1356 2.489
## 1357 6.195
## 1358 5.760
## 1359 1.890
## 1360 4.485
## 1361 6.195
## 1362 3.688
## 1363 5.722
## 1364 3.996
## 1365 3.848
## 1366 3.141
## 1367 3.578
## 1368 4.214
## 1369 5.722
## 1370 3.959
## 1371 3.815
## 1372 4.977
## 1373 4.668
## 1374 3.943
## 1375 3.287
## 1376 4.268
## 1377 3.885
## 1378 4.596
## 1379 3.960
## 1380 3.577
## 1381 4.921
## 1382 4.504
## 1383 5.413
## 1384 6.195
## 1385 3.413
## 1386 5.014
## 1387 5.432
## 1388 2.016
## 1389 4.250
## 1390 3.159
## 1391 4.303
## 1392 4.705
## 1393 4.615
## 1394 5.324
## 1395 3.830
## 1396 4.359
## 1397 5.014
## 1398 4.524
## 1399 4.850
## 1400 4.831
## 1401 5.595
## 1402 3.123
## 1403 2.234
## 1404 4.650
## 1405 3.433
## 1406 4.415
## 1407 3.303
## 1408 3.975
## 1409 1.434
## 1410 3.795
## 1411 5.196
## 1412 3.832
## 1413 5.013
## 1414 4.851
## 1415 3.014
## 1416 5.015
## 1417 6.195
## 1418 3.215
## 1419 4.415
## 1420 4.776
## 1421 5.141
## 1422 5.142
## 1423 5.249
## 1424 4.177
## 1425 2.996
## 1426 6.195
## 1427 6.195
## 1428 6.195
## 1429 3.268
## 1430 4.213
## 1431 2.777
## 1432 5.141
## 1433 4.959
## 1434 3.796
## 1435 4.232
## 1436 2.595
## 1437 3.487
## 1438 3.488
## 1439 4.959
## 1440 4.794
## 1441 4.832
## 1442 3.650
## 1443 3.703
IH_MIN=min(IH)
IH_MAX=max(IH)

IH_trans63=((IH-IH_MIN)/(IH_MAX-IH_MIN))*100

summary(IH_trans63)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    0.00   49.98   62.57   62.52   75.69  100.00
round(sd(IH_trans63),2)
## [1] 18.68
#x11();hist(IH_trans6,col="azure2",xlab="IPPC",main = "Distribución de IPPC",freq = FALSE,ylim = c(0,0.035))
#ERROR

NfinalMedia<-c() ##En este vector se estan almacenando las proporciones, osea, cada repeticion bootstrap
for (i in 1:1000) {
  #Datos=CaliyPalmira[,-c(8:10)] #Este es cuando junté todo y solo quité la incertidumbre
  Datos=CaliyPalmira[,c(19:34)]
  #N<-Datos[sample(nrow(Datos),replace = TRUE)]
  temp_K<-c()
  lista_vacia <- vector("list", length = length(Datos))
  celsius_to_kelvin <- function(temp_C) {
    for (i in 1:7) {
      # temp_K <- temp_C[,i]*vector[i]
      lista_vacia[i]<-data.frame(#temp_C[,i]*vector[i]) 
        Datos[,i]*pesos[i])
      datosnew=lista_vacia[c(1:7)]
    }
    return(datosnew)
  };IHPRG1=data.frame(celsius_to_kelvin(Datos))
  IH<-rowSums(IHPRG1[ ,1:7])
  data.frame(IH)
  IH_MIN<-min(IH)
  IH_MAX<-max(IH)
  IH_trans<-((IH-IH_MIN)/(IH_MAX-IH_MIN))*100
  NfinalMedia[i]=median(sample(IH_trans,replace=T))
}; NfinalMedia
##    [1] 62.56736 62.54811 62.56736 63.31794 61.85527 62.22094 62.22094 62.22094
##    [9] 62.22094 62.56736 62.56736 62.91378 63.93380 60.85450 62.22094 62.93303
##   [17] 62.93303 63.95304 62.58661 62.58661 62.22094 62.24018 63.27945 62.22094
##   [25] 63.29869 62.22094 62.56736 62.56736 62.22094 63.27945 62.93303 63.31794
##   [33] 62.93303 62.54811 62.24018 62.93303 62.22094 62.58661 62.56736 62.56736
##   [41] 62.91378 62.93303 62.58661 62.56736 62.56736 61.87452 63.27945 62.24018
##   [49] 62.22094 62.93303 63.58737 62.93303 62.24018 62.12471 63.26020 62.24018
##   [57] 62.56736 62.12471 62.54811 63.26020 62.22094 62.91378 62.22094 61.85527
##   [65] 63.27945 62.93303 62.93303 62.56736 62.58661 62.93303 62.22094 61.87452
##   [73] 61.87452 62.93303 62.56736 62.22094 62.56736 62.56736 61.16243 62.91378
##   [81] 62.56736 62.56736 62.93303 62.56736 62.93303 62.22094 62.56736 62.56736
##   [89] 62.56736 62.56736 62.56736 62.58661 62.93303 62.56736 62.22094 62.56736
##   [97] 62.56736 62.22094 62.56736 62.54811 62.56736 61.87452 62.56736 62.56736
##  [105] 61.87452 63.64511 62.56736 62.93303 63.93380 62.93303 62.95227 62.91378
##  [113] 63.58737 62.22094 62.56736 62.91378 62.22094 62.58661 62.56736 61.18168
##  [121] 62.56736 61.87452 62.93303 62.93303 64.01078 62.56736 62.56736 61.87452
##  [129] 61.54734 61.87452 62.91378 63.26020 62.56736 62.54811 62.22094 62.54811
##  [137] 63.58737 63.29869 61.87452 62.91378 62.56736 62.24018 62.91378 64.29946
##  [145] 62.54811 62.22094 62.93303 62.56736 62.91378 62.56736 62.56736 62.12471
##  [153] 62.20169 62.56736 62.12471 62.24018 63.31794 62.54811 61.87452 62.22094
##  [161] 62.24018 63.27945 62.20169 62.56736 61.87452 62.22094 62.22094 62.22094
##  [169] 62.22094 62.22094 62.93303 62.22094 62.22094 62.58661 62.24018 62.56736
##  [177] 61.87452 61.54734 62.58661 62.12471 62.58661 62.91378 62.95227 62.56736
##  [185] 62.58661 63.64511 62.22094 62.58661 62.22094 62.58661 62.22094 62.56736
##  [193] 62.58661 62.58661 62.24018 62.58661 61.14319 61.87452 62.91378 63.27945
##  [201] 62.12471 62.93303 62.24018 62.22094 62.56736 62.58661 62.56736 62.24018
##  [209] 62.22094 62.56736 62.56736 61.85527 62.93303 62.58661 62.93303 63.58737
##  [217] 62.12471 63.29869 61.87452 61.16243 61.87452 62.91378 62.12471 62.56736
##  [225] 62.54811 62.95227 62.56736 62.22094 62.56736 62.95227 62.22094 62.58661
##  [233] 62.22094 62.56736 62.22094 62.56736 61.85527 62.56736 62.58661 62.22094
##  [241] 62.24018 62.91378 62.56736 62.54811 62.22094 62.93303 62.22094 62.54811
##  [249] 61.87452 62.58661 62.58661 62.93303 62.22094 62.93303 62.93303 62.93303
##  [257] 62.58661 61.87452 62.93303 61.87452 61.87452 62.58661 62.54811 62.24018
##  [265] 62.22094 62.22094 62.93303 62.56736 62.93303 61.87452 63.22171 62.22094
##  [273] 62.93303 62.22094 62.20169 62.93303 62.54811 62.56736 62.24018 62.56736
##  [281] 62.12471 62.58661 61.85527 62.95227 61.87452 61.87452 62.12471 62.56736
##  [289] 62.56736 62.91378 63.22171 62.20169 62.93303 63.22171 62.22094 62.22094
##  [297] 62.22094 62.56736 62.56736 62.54811 62.93303 62.56736 62.93303 61.87452
##  [305] 63.58737 62.56736 62.24018 62.20169 62.95227 63.27945 63.31794 62.93303
##  [313] 62.54811 62.93303 62.56736 61.87452 62.56736 63.93380 62.20169 62.12471
##  [321] 62.24018 61.87452 62.58661 62.54811 62.56736 62.22094 62.22094 62.58661
##  [329] 62.54811 62.56736 62.58661 63.27945 63.26020 63.58737 61.54734 62.56736
##  [337] 62.95227 62.56736 62.58661 62.93303 62.22094 62.22094 62.54811 62.56736
##  [345] 62.91378 62.93303 62.58661 62.58661 62.22094 62.22094 61.87452 61.87452
##  [353] 62.56736 62.56736 63.22171 62.56736 62.95227 64.29946 62.22094 62.24018
##  [361] 62.93303 62.91378 62.93303 62.93303 62.56736 64.01078 62.22094 61.18168
##  [369] 62.58661 62.56736 62.22094 62.93303 62.58661 62.58661 64.01078 62.22094
##  [377] 62.58661 62.95227 62.58661 62.58661 62.22094 62.54811 62.56736 61.87452
##  [385] 61.18168 62.56736 62.24018 62.20169 62.56736 62.93303 63.27945 62.24018
##  [393] 62.22094 62.22094 63.58737 62.22094 62.93303 62.56736 62.93303 62.56736
##  [401] 62.22094 62.56736 61.87452 62.54811 62.56736 62.22094 62.58661 62.56736
##  [409] 62.56736 62.56736 62.93303 62.58661 62.93303 63.58737 62.22094 62.22094
##  [417] 62.22094 62.22094 62.56736 62.58661 62.93303 62.22094 64.29946 62.93303
##  [425] 62.22094 62.24018 62.56736 63.27945 63.22171 63.27945 62.22094 62.58661
##  [433] 63.58737 62.95227 62.58661 61.87452 62.22094 62.93303 62.54811 62.20169
##  [441] 62.56736 62.54811 61.50885 63.93380 61.87452 63.58737 62.56736 62.54811
##  [449] 61.18168 62.93303 62.93303 61.18168 62.58661 62.56736 62.56736 62.93303
##  [457] 62.22094 62.58661 62.22094 62.22094 63.26020 62.56736 61.85527 62.58661
##  [465] 62.54811 62.56736 62.22094 63.27945 62.58661 62.20169 63.27945 61.85527
##  [473] 62.93303 61.87452 62.58661 61.87452 61.87452 61.16243 63.93380 63.22171
##  [481] 62.56736 62.56736 62.56736 63.27945 63.58737 62.56736 62.22094 62.93303
##  [489] 62.93303 62.93303 62.22094 62.91378 62.12471 61.85527 62.93303 62.24018
##  [497] 62.22094 61.87452 61.85527 62.91378 63.22171 62.56736 62.93303 62.93303
##  [505] 62.22094 63.22171 62.56736 62.56736 62.58661 62.54811 62.58661 62.56736
##  [513] 62.91378 62.56736 62.56736 62.22094 62.22094 62.22094 62.58661 60.46959
##  [521] 62.22094 62.58661 62.93303 62.56736 62.56736 63.58737 62.24018 61.87452
##  [529] 62.54811 62.22094 63.58737 63.93380 62.24018 62.56736 62.56736 62.56736
##  [537] 61.87452 62.56736 62.93303 62.56736 62.91378 62.56736 62.22094 62.91378
##  [545] 62.12471 62.56736 60.14242 62.22094 62.22094 62.58661 62.56736 62.56736
##  [553] 61.87452 62.91378 63.31794 62.93303 62.58661 62.93303 62.54811 62.22094
##  [561] 62.22094 62.58661 62.54811 62.20169 62.95227 62.91378 62.22094 63.29869
##  [569] 63.27945 62.56736 62.22094 62.24018 63.95304 62.22094 62.22094 62.22094
##  [577] 62.91378 62.93303 61.87452 62.58661 61.87452 62.22094 62.93303 63.27945
##  [585] 62.56736 62.93303 62.24018 62.56736 61.85527 60.48884 62.22094 62.54811
##  [593] 62.24018 62.91378 62.54811 61.54734 62.56736 62.22094 62.56736 62.22094
##  [601] 62.22094 62.91378 63.27945 63.58737 62.93303 62.20169 62.54811 62.58661
##  [609] 63.58737 62.58661 61.54734 62.58661 61.87452 62.56736 62.56736 62.58661
##  [617] 62.58661 61.87452 62.56736 62.93303 63.93380 62.58661 62.56736 64.64588
##  [625] 62.91378 61.87452 62.91378 62.58661 62.93303 62.20169 62.91378 61.87452
##  [633] 62.22094 62.56736 63.27945 62.58661 62.93303 61.85527 62.20169 62.24018
##  [641] 62.58661 63.27945 62.58661 62.93303 62.56736 62.56736 62.91378 62.22094
##  [649] 62.22094 62.58661 62.22094 62.93303 62.56736 62.22094 62.24018 62.24018
##  [657] 62.93303 62.56736 63.27945 62.22094 62.93303 62.22094 62.22094 62.22094
##  [665] 62.22094 62.93303 62.22094 61.54734 62.56736 62.93303 62.22094 62.93303
##  [673] 62.56736 62.56736 63.27945 62.93303 62.22094 63.31794 62.56736 62.56736
##  [681] 62.54811 62.22094 62.56736 62.93303 62.12471 64.64588 61.85527 62.58661
##  [689] 62.22094 62.22094 64.01078 62.22094 62.22094 62.22094 62.22094 62.24018
##  [697] 62.56736 62.93303 62.56736 62.24018 63.27945 62.95227 62.56736 62.22094
##  [705] 62.56736 62.58661 62.56736 62.56736 62.22094 62.22094 61.87452 62.54811
##  [713] 62.22094 62.56736 64.31871 62.93303 62.58661 62.22094 62.93303 62.56736
##  [721] 62.56736 62.58661 62.93303 61.87452 62.22094 62.91378 62.56736 63.93380
##  [729] 62.93303 62.91378 62.56736 62.24018 62.22094 63.27945 62.93303 61.85527
##  [737] 61.87452 62.56736 62.58661 63.58737 62.58661 62.56736 62.22094 62.22094
##  [745] 62.22094 62.93303 62.56736 62.91378 63.93380 62.22094 62.58661 62.56736
##  [753] 62.93303 62.58661 62.22094 62.93303 62.58661 61.87452 62.95227 62.22094
##  [761] 62.12471 62.93303 62.54811 62.56736 62.95227 62.22094 62.93303 62.93303
##  [769] 62.93303 62.56736 62.22094 62.54811 62.22094 62.56736 62.22094 62.56736
##  [777] 62.22094 62.56736 62.20169 63.93380 62.93303 62.58661 62.56736 62.22094
##  [785] 62.56736 62.22094 61.87452 62.56736 62.24018 62.93303 62.56736 63.58737
##  [793] 61.87452 63.64511 62.58661 62.22094 62.22094 62.24018 62.56736 62.58661
##  [801] 62.22094 62.58661 63.22171 62.56736 63.58737 64.29946 62.12471 62.93303
##  [809] 62.22094 62.22094 62.58661 61.87452 62.22094 62.56736 62.93303 62.22094
##  [817] 62.93303 63.27945 62.93303 62.56736 62.58661 62.93303 61.87452 62.22094
##  [825] 62.58661 62.58661 62.22094 62.22094 62.58661 62.58661 62.22094 62.93303
##  [833] 62.22094 63.22171 63.58737 62.93303 63.26020 62.95227 61.87452 62.58661
##  [841] 63.93380 62.22094 62.56736 62.56736 62.54811 61.16243 62.93303 62.24018
##  [849] 62.56736 62.22094 62.56736 63.64511 62.54811 61.87452 62.22094 63.58737
##  [857] 62.56736 62.22094 62.93303 62.22094 62.22094 62.91378 62.22094 63.27945
##  [865] 62.93303 62.58661 62.56736 62.58661 61.87452 63.31794 62.56736 62.54811
##  [873] 62.22094 62.58661 61.87452 62.93303 62.56736 62.54811 62.56736 62.58661
##  [881] 63.27945 62.93303 62.22094 62.58661 62.22094 62.93303 62.22094 62.22094
##  [889] 62.54811 62.20169 62.91378 62.56736 62.56736 62.58661 62.93303 62.93303
##  [897] 62.22094 63.27945 62.56736 61.87452 60.83526 62.56736 62.58661 63.27945
##  [905] 62.56736 61.87452 62.91378 62.22094 62.22094 62.22094 62.24018 62.93303
##  [913] 62.22094 62.22094 62.58661 63.26020 62.22094 62.91378 62.93303 62.91378
##  [921] 62.22094 63.93380 62.56736 63.22171 62.93303 62.56736 62.58661 62.56736
##  [929] 61.85527 62.58661 62.95227 61.85527 62.95227 62.58661 61.54734 62.56736
##  [937] 62.56736 62.93303 62.58661 62.58661 62.56736 62.56736 62.93303 62.95227
##  [945] 62.22094 62.93303 62.58661 62.58661 62.56736 62.54811 62.56736 62.24018
##  [953] 62.56736 62.22094 62.56736 62.91378 62.93303 62.56736 62.56736 62.93303
##  [961] 63.27945 62.22094 62.56736 62.22094 62.56736 62.91378 62.56736 62.22094
##  [969] 63.58737 62.22094 62.58661 62.56736 62.56736 62.91378 63.93380 62.24018
##  [977] 62.24018 62.56736 62.24018 62.12471 62.58661 62.22094 62.24018 62.93303
##  [985] 62.22094 62.22094 62.56736 62.56736 63.22171 62.93303 62.22094 62.93303
##  [993] 62.93303 62.58661 62.91378 63.93380 62.22094 62.12471 62.58661 62.54811
I_mediana=median(NfinalMedia);
#I_ref=62.61
#EE=I_ref-round(I_mediana,3);EE

#EE<-round((1/1000)*sum((NfinalMedia-I_mediana)^2+((1/1000)*sum(NfinalMedia)-I_mediana)^2),2);EE
EE<-round((1/(1000-1))*sum(NfinalMedia-median(IH_trans63))^2+(median(NfinalMedia)-median(IH_trans63))^2,2);EE
## [1] 0

SEVERIDAD

temp_K<-c()
lista_vacia <- vector("list", length = 1443)
celsius_to_kelvin <- function(temp_C) {
  for (i in 8:11) {
    # temp_K <- temp_C[,i]*vector[i]
    lista_vacia[i]<-data.frame(#temp_C[,i]*vector[i]) 
      Datos[,i]*pesos[i])
    datosnew=lista_vacia[c(8:11)]
  }
  return(datosnew)
};severidad=data.frame(celsius_to_kelvin(Datos))

IH=rowSums(severidad[ ,1:4]);IH
##    [1] 3.586 3.034 4.000 3.241 4.207 4.966 3.758 4.482 4.654 2.965 6.241 3.483
##   [13] 4.069 4.000 3.758 3.551 2.724 3.965 5.448 2.724 5.241 4.413 3.551 3.757
##   [25] 3.345 5.449 1.517 2.482 2.758 3.207 4.448 4.620 2.758 4.690 5.172 3.034
##   [37] 3.207 5.551 4.241 4.413 5.896 2.689 6.241 3.999 3.517 2.240 2.758 3.482
##   [49] 2.552 3.724 3.551 3.448 2.310 4.758 5.068 3.034 3.551 3.241 2.551 2.207
##   [61] 6.034 3.516 2.862 2.758 4.034 3.241 5.000 2.759 6.034 6.793 5.068 2.206
##   [73] 4.000 1.517 1.793 5.827 2.241 4.517 6.517 4.241 5.000 3.724 5.551 3.482
##   [85] 3.827 6.172 2.241 3.241 4.310 2.207 3.517 4.517 4.000 4.759 2.965 5.241
##   [97] 3.793 2.758 4.000 3.000 6.793 2.000 3.241 3.241 7.000 5.758 5.758 5.208
##  [109] 4.724 5.000 6.000 5.241 4.724 6.034 3.861 4.275 2.723 5.552 4.483 5.034
##  [121] 6.034 5.724 5.275 6.379 1.724 5.137 4.345 4.517 5.241 2.551 5.000 4.448
##  [133] 2.931 1.517 4.724 3.034 3.241 5.276 3.069 2.000 6.241 3.276 5.586 4.242
##  [145] 4.102 3.482 4.345 1.000 4.240 4.310 2.000 4.414 6.724 2.964 5.896 4.206
##  [157] 5.758 3.241 4.000 4.656 4.517 6.448 4.241 3.448 4.759 5.551 5.000 3.688
##  [169] 5.551 3.551 7.000 5.482 3.758 2.758 4.207 4.000 2.241 6.172 3.965 4.517
##  [181] 4.897 4.516 7.000 4.758 5.482 4.828 5.413 3.724 4.758 4.999 4.034 4.517
##  [193] 1.517 5.206 7.000 4.516 3.448 5.345 2.069 5.551 2.586 4.517 3.241 6.517
##  [205] 5.000 6.000 3.551 7.000 4.275 5.449 7.000 3.379 6.034 4.792 4.034 4.000
##  [217] 5.000 4.345 3.826 5.137 4.103 5.034 4.241 5.620 4.276 1.448 4.000 2.000
##  [229] 2.757 4.069 6.517 5.551 4.000 3.241 4.000 2.241 1.448 4.551 2.517 2.240
##  [241] 4.827 3.758 4.241 3.482 2.724 2.723 5.137 5.000 3.000 6.241 1.793 3.551
##  [253] 5.448 4.276 5.551 3.517 4.517 1.724 5.482 4.000 5.000 4.517 3.931 3.034
##  [265] 4.966 4.724 3.000 3.930 4.690 3.034 5.000 3.482 2.758 3.241 1.690 3.724
##  [277] 3.414 4.724 5.172 4.000 3.965 5.517 5.275 4.310 4.172 4.000 4.724 2.000
##  [289] 5.448 6.069 4.723 6.586 4.034 4.586 3.310 2.241 3.517 4.999 4.241 7.000
##  [301] 4.034 4.758 1.724 3.551 4.724 3.724 3.758 4.000 4.552 5.206 3.931 5.690
##  [313] 1.517 3.551 4.965 4.036 3.482 2.446 5.241 2.758 6.000 5.379 3.276 3.034
##  [325] 4.000 6.448 4.447 3.758 4.482 3.482 5.034 3.895 5.620 5.966 6.034 4.103
##  [337] 4.172 6.517 3.207 1.517 4.102 3.276 3.758 3.724 4.310 3.241 1.552 4.241
##  [349] 4.517 4.724 5.276 3.724 2.448 4.723 4.276 2.724 6.379 1.724 3.034 5.482
##  [361] 4.965 5.241 3.964 2.241 4.516 4.309 4.585 2.206 7.000 3.758 4.448 3.172
##  [373] 5.724 3.758 6.276 4.930 7.000 2.000 2.758 5.000 3.689 6.517 3.275 5.034
##  [385] 5.758 4.275 5.000 2.758 3.276 4.793 3.310 3.999 4.931 1.517 2.793 4.241
##  [397] 3.448 3.207 3.241 3.827 4.207 4.585 1.724 3.826 3.482 2.275 2.000 3.275
##  [409] 4.758 4.000 6.241 5.276 5.413 5.552 4.001 5.758 4.551 4.034 3.137 4.344
##  [421] 4.585 3.379 5.689 6.276 7.000 5.931 5.966 4.517 4.447 6.000 4.965 6.242
##  [433] 3.724 3.552 7.000 6.448 4.448 2.517 4.240 3.758 3.827 3.034 3.724 6.448
##  [445] 2.000 3.827 5.896 4.276 5.069 5.552 2.689 6.276 6.103 3.414 4.241 4.689
##  [457] 5.517 5.276 4.207 5.276 2.000 4.000 3.931 2.724 4.000 4.034 3.517 4.931
##  [469] 6.759 4.448 7.000 3.656 2.724 5.552 3.792 3.620 7.000 4.965 2.448 3.034
##  [481] 3.965 6.034 3.000 3.206 4.034 2.241 5.517 5.517 5.586 3.276 4.137 4.276
##  [493] 2.000 3.206 4.965 4.758 4.275 5.000 3.413 5.310 2.241 7.000 4.483 1.000
##  [505] 2.414 4.517 3.724 2.207 2.207 2.517 2.000 5.000 3.793 4.516 3.309 2.793
##  [517] 6.000 2.724 3.517 2.724 2.241 5.449 2.724 4.033 5.483 4.309 4.517 2.964
##  [529] 1.965 3.000 3.931 3.758 3.965 3.792 3.034 3.171 3.034 2.758 4.655 4.000
##  [541] 2.000 3.965 7.000 5.068 6.517 5.275 4.482 4.241 4.482 3.758 4.000 4.000
##  [553] 4.034 3.793 3.241 5.206 3.481 3.034 4.000 1.000 3.758 2.827 3.757 2.516
##  [565] 5.241 2.241 3.931 3.275 3.828 2.724 3.724 5.517 7.000 4.482 2.724 5.517
##  [577] 2.482 4.034 5.448 5.000 5.000 5.551 5.241 2.965 4.241 2.448 2.483 4.034
##  [589] 1.965 3.965 4.206 3.034 3.517 4.034 4.001 5.000 4.724 2.483 4.759 4.758
##  [601] 3.000 5.035 3.930 3.000 2.551 1.448 4.585 1.724 2.621 5.552 1.723 3.758
##  [613] 3.551 5.724 3.724 5.793 3.517 7.000 4.690 2.000 6.724 5.965 2.275 4.793
##  [625] 2.517 3.827 7.000 6.000 2.276 4.000 5.448 5.035 3.206 6.448 5.000 3.276
##  [637] 3.550 5.758 1.931 2.241 1.000 3.034 4.000 4.000 2.311 4.000 4.241 4.241
##  [649] 2.069 7.000 4.793 5.483 4.000 3.965 6.724 6.759 2.759 6.448 5.241 4.517
##  [661] 6.034 1.517 6.448 5.000 6.000 4.999 2.516 4.792 2.758 4.724 7.000 5.724
##  [673] 5.000 4.102 7.000 5.758 5.034 2.241 6.069 4.966 3.310 4.448 3.172 4.552
##  [685] 4.172 3.034 1.724 4.965 1.723 5.000 2.999 4.654 4.034 4.482 6.310 4.207
##  [697] 6.034 6.000 4.759 3.793 4.379 5.207 6.310 3.965 5.689 6.483 3.000 3.724
##  [709] 2.207 3.724 3.241 6.000 4.102 2.517 2.552 5.000 1.724 5.759 3.551 5.689
##  [721] 4.034 2.758 3.517 3.965 4.517 6.034 3.000 4.068 2.241 3.482 2.999 3.241
##  [733] 3.758 4.241 3.724 3.241 2.758 4.241 3.966 3.241 4.517 4.793 6.517 5.310
##  [745] 4.482 5.517 4.723 5.551 2.517 4.517 5.379 4.241 7.000 5.965 4.793 4.000
##  [757] 6.034 4.068 3.655 3.965 3.517 3.965 2.654 3.688 3.999 3.551 3.517 3.758
##  [769] 3.723 1.000 3.517 5.620 5.551 6.241 1.482 2.966 3.275 2.517 3.758 6.034
##  [781] 6.793 5.724 3.550 4.276 6.000 2.517 4.447 5.689 3.034 5.793 5.482 4.516
##  [793] 3.965 5.724 3.206 4.930 3.172 3.690 1.241 2.034 3.793 4.931 2.552 4.241
##  [805] 4.276 4.000 5.172 6.724 3.034 2.241 2.862 4.000 4.448 5.172 5.000 4.965
##  [817] 6.172 5.827 5.069 4.000 2.517 4.689 1.965 2.482 3.517 4.138 3.241 3.241
##  [829] 4.965 5.034 2.758 3.482 5.241 3.965 6.241 5.517 3.724 6.000 4.241 4.827
##  [841] 4.000 3.517 5.517 4.000 3.965 4.448 3.482 4.689 4.483 5.724 7.000 3.792
##  [853] 2.482 7.000 6.793 3.448 3.241 3.999 4.965 2.758 5.276 2.792 3.517 5.793
##  [865] 5.517 2.482 4.276 7.000 3.758 2.448 4.655 5.517 3.724 3.448 7.000 7.000
##  [877] 3.517 4.931 1.517 4.000 4.276 5.758 3.517 3.034 4.000 5.034 4.758 4.965
##  [889] 4.966 2.000 2.758 2.758 5.241 5.827 4.758 2.965 5.551 1.000 3.517 4.517
##  [901] 4.275 2.414 2.241 2.000 4.310 6.000 5.000 6.241 2.241 4.793 4.000 4.517
##  [913] 1.482 5.482 7.000 5.758 4.792 5.965 4.516 5.000 3.965 5.275 2.758 5.758
##  [925] 3.723 4.897 4.482 3.000 1.965 4.172 3.965 4.241 3.482 4.000 3.069 2.516
##  [937] 6.000 5.000 2.758 4.000 3.517 3.517 6.724 5.000 7.000 4.758 3.965 2.724
##  [949] 5.758 5.517 5.413 5.344 6.724 5.000 4.517 5.000 1.793 4.483 4.102 6.034
##  [961] 5.000 4.000 3.241 2.034 3.861 3.240 5.000 5.310 3.793 5.482 7.000 3.310
##  [973] 4.586 6.000 6.000 4.068 6.277 4.758 4.724 3.240 5.241 3.000 3.000 2.827
##  [985] 3.517 3.034 4.724 4.068 6.379 5.517 6.724 4.965 4.034 4.758 4.689 3.482
##  [997] 5.344 6.448 4.965 5.000 4.103 2.723 3.413 6.517 5.896 5.413 5.276 4.517
## [1009] 4.000 4.793 4.861 3.172 4.033 5.551 5.689 4.241 2.000 1.724 5.758 5.966
## [1021] 3.414 5.311 5.241 5.207 4.932 2.999 3.241 7.000 4.000 4.516 4.241 7.000
## [1033] 4.930 3.861 5.034 5.173 2.000 3.241 3.689 2.482 2.759 6.724 4.965 6.034
## [1045] 6.276 6.448 6.172 3.655 3.241 5.517 3.691 3.000 4.723 4.758 6.517 4.000
## [1057] 5.482 5.344 4.241 4.000 4.241 4.068 4.241 2.241 6.034 4.654 7.000 7.000
## [1069] 3.758 4.447 5.517 3.724 3.000 3.552 5.965 2.758 2.448 6.000 4.241 2.758
## [1081] 5.483 6.207 3.758 4.999 6.793 5.448 4.517 5.758 4.000 2.482 5.517 4.793
## [1093] 6.276 3.274 5.517 3.966 4.033 4.275 4.378 5.517 4.896 3.000 6.172 3.965
## [1105] 3.724 3.793 4.517 4.654 4.723 7.000 4.241 4.000 3.965 3.000 6.241 5.413
## [1117] 7.000 2.654 2.724 3.276 3.689 5.000 3.034 7.000 4.965 7.000 4.034 4.000
## [1129] 3.517 4.758 4.000 4.724 3.758 3.724 6.000 4.654 4.171 6.241 4.207 5.276
## [1141] 1.000 2.517 4.517 5.344 4.241 6.517 3.689 5.483 3.724 4.656 4.586 4.276
## [1153] 4.965 6.241 4.276 1.000 3.241 4.827 4.758 3.517 4.241 6.276 6.000 5.034
## [1165] 2.446 2.414 4.758 6.241 5.724 3.000 3.758 2.517 5.241 3.551 4.551 2.482
## [1177] 4.000 4.000 6.172 4.999 3.550 4.448 2.241 2.483 3.516 2.448 6.724 3.965
## [1189] 5.000 4.241 6.241 4.793 1.000 3.896 3.173 3.725 4.759 3.276 4.724 3.483
## [1201] 5.000 4.000 3.275 5.965 7.000 2.448 3.861 4.724 7.000 3.757 4.724 2.965
## [1213] 5.241 4.000 6.277 3.724 4.827 6.069 3.793 5.517 2.276 4.034 3.448 6.517
## [1225] 5.689 4.241 5.724 5.034 4.482 4.585 4.309 6.241 4.758 4.483 3.896 3.724
## [1237] 4.758 4.517 4.930 5.482 4.517 5.000 4.448 6.103 3.310 4.827 4.207 5.449
## [1249] 4.517 3.758 6.034 5.068 6.241 4.827 7.000 5.275 3.241 4.724 3.448 5.896
## [1261] 2.690 6.586 6.724 5.724 5.965 6.241 2.758 3.276 5.551 3.861 2.586 3.896
## [1273] 3.034 7.000 2.241 5.000 5.793 3.000 5.069 2.034 3.827 3.517 5.000 5.241
## [1285] 2.724 5.758 4.861 2.724 6.483 4.448 7.000 5.483 4.000 5.793 3.276 5.034
## [1297] 5.551 4.999 1.724 5.000 4.482 2.999 3.759 4.310 3.724 5.000 7.000 4.345
## [1309] 5.206 5.069 6.310 4.758 4.241 3.276 4.793 4.241 4.517 4.724 3.034 2.724
## [1321] 6.034 2.000 5.482 4.724 5.241 4.482 2.931 7.000 6.000 5.965 7.000 4.069
## [1333] 4.517 6.172 6.103 5.551 4.276 4.861 4.654 6.517 2.999 4.000 4.241 5.206
## [1345] 4.552 2.275 5.000 3.689 5.517 2.552 6.448 4.999 3.758 2.965 2.724 2.759
## [1357] 7.000 4.241 2.518 4.000 7.000 4.138 4.724 4.000 3.862 3.792 3.964 7.000
## [1369] 4.724 5.586 2.000 3.000 4.517 3.482 3.000 3.758 4.173 4.758 4.000 3.757
## [1381] 5.793 5.759 4.620 5.068 3.481 4.482 4.138 2.000 4.241 4.000 5.206 3.448
## [1393] 4.345 2.483 4.310 3.000 4.759 3.759 5.276 2.517 5.034 4.620 2.000 4.792
## [1405] 3.241 7.000 4.309 4.207 1.000 4.999 4.240 4.482 5.103 5.000 3.034 5.758
## [1417] 7.000 6.034 4.241 4.068 5.276 4.896 4.033 4.069 5.206 5.551 4.792 7.000
## [1429] 7.000 3.724 7.000 4.000 7.000 4.758 4.517 7.000 4.000 3.033 2.517 4.793
## [1441] 4.275 5.793 4.621
data.frame(IH)
##         IH
## 1    3.586
## 2    3.034
## 3    4.000
## 4    3.241
## 5    4.207
## 6    4.966
## 7    3.758
## 8    4.482
## 9    4.654
## 10   2.965
## 11   6.241
## 12   3.483
## 13   4.069
## 14   4.000
## 15   3.758
## 16   3.551
## 17   2.724
## 18   3.965
## 19   5.448
## 20   2.724
## 21   5.241
## 22   4.413
## 23   3.551
## 24   3.757
## 25   3.345
## 26   5.449
## 27   1.517
## 28   2.482
## 29   2.758
## 30   3.207
## 31   4.448
## 32   4.620
## 33   2.758
## 34   4.690
## 35   5.172
## 36   3.034
## 37   3.207
## 38   5.551
## 39   4.241
## 40   4.413
## 41   5.896
## 42   2.689
## 43   6.241
## 44   3.999
## 45   3.517
## 46   2.240
## 47   2.758
## 48   3.482
## 49   2.552
## 50   3.724
## 51   3.551
## 52   3.448
## 53   2.310
## 54   4.758
## 55   5.068
## 56   3.034
## 57   3.551
## 58   3.241
## 59   2.551
## 60   2.207
## 61   6.034
## 62   3.516
## 63   2.862
## 64   2.758
## 65   4.034
## 66   3.241
## 67   5.000
## 68   2.759
## 69   6.034
## 70   6.793
## 71   5.068
## 72   2.206
## 73   4.000
## 74   1.517
## 75   1.793
## 76   5.827
## 77   2.241
## 78   4.517
## 79   6.517
## 80   4.241
## 81   5.000
## 82   3.724
## 83   5.551
## 84   3.482
## 85   3.827
## 86   6.172
## 87   2.241
## 88   3.241
## 89   4.310
## 90   2.207
## 91   3.517
## 92   4.517
## 93   4.000
## 94   4.759
## 95   2.965
## 96   5.241
## 97   3.793
## 98   2.758
## 99   4.000
## 100  3.000
## 101  6.793
## 102  2.000
## 103  3.241
## 104  3.241
## 105  7.000
## 106  5.758
## 107  5.758
## 108  5.208
## 109  4.724
## 110  5.000
## 111  6.000
## 112  5.241
## 113  4.724
## 114  6.034
## 115  3.861
## 116  4.275
## 117  2.723
## 118  5.552
## 119  4.483
## 120  5.034
## 121  6.034
## 122  5.724
## 123  5.275
## 124  6.379
## 125  1.724
## 126  5.137
## 127  4.345
## 128  4.517
## 129  5.241
## 130  2.551
## 131  5.000
## 132  4.448
## 133  2.931
## 134  1.517
## 135  4.724
## 136  3.034
## 137  3.241
## 138  5.276
## 139  3.069
## 140  2.000
## 141  6.241
## 142  3.276
## 143  5.586
## 144  4.242
## 145  4.102
## 146  3.482
## 147  4.345
## 148  1.000
## 149  4.240
## 150  4.310
## 151  2.000
## 152  4.414
## 153  6.724
## 154  2.964
## 155  5.896
## 156  4.206
## 157  5.758
## 158  3.241
## 159  4.000
## 160  4.656
## 161  4.517
## 162  6.448
## 163  4.241
## 164  3.448
## 165  4.759
## 166  5.551
## 167  5.000
## 168  3.688
## 169  5.551
## 170  3.551
## 171  7.000
## 172  5.482
## 173  3.758
## 174  2.758
## 175  4.207
## 176  4.000
## 177  2.241
## 178  6.172
## 179  3.965
## 180  4.517
## 181  4.897
## 182  4.516
## 183  7.000
## 184  4.758
## 185  5.482
## 186  4.828
## 187  5.413
## 188  3.724
## 189  4.758
## 190  4.999
## 191  4.034
## 192  4.517
## 193  1.517
## 194  5.206
## 195  7.000
## 196  4.516
## 197  3.448
## 198  5.345
## 199  2.069
## 200  5.551
## 201  2.586
## 202  4.517
## 203  3.241
## 204  6.517
## 205  5.000
## 206  6.000
## 207  3.551
## 208  7.000
## 209  4.275
## 210  5.449
## 211  7.000
## 212  3.379
## 213  6.034
## 214  4.792
## 215  4.034
## 216  4.000
## 217  5.000
## 218  4.345
## 219  3.826
## 220  5.137
## 221  4.103
## 222  5.034
## 223  4.241
## 224  5.620
## 225  4.276
## 226  1.448
## 227  4.000
## 228  2.000
## 229  2.757
## 230  4.069
## 231  6.517
## 232  5.551
## 233  4.000
## 234  3.241
## 235  4.000
## 236  2.241
## 237  1.448
## 238  4.551
## 239  2.517
## 240  2.240
## 241  4.827
## 242  3.758
## 243  4.241
## 244  3.482
## 245  2.724
## 246  2.723
## 247  5.137
## 248  5.000
## 249  3.000
## 250  6.241
## 251  1.793
## 252  3.551
## 253  5.448
## 254  4.276
## 255  5.551
## 256  3.517
## 257  4.517
## 258  1.724
## 259  5.482
## 260  4.000
## 261  5.000
## 262  4.517
## 263  3.931
## 264  3.034
## 265  4.966
## 266  4.724
## 267  3.000
## 268  3.930
## 269  4.690
## 270  3.034
## 271  5.000
## 272  3.482
## 273  2.758
## 274  3.241
## 275  1.690
## 276  3.724
## 277  3.414
## 278  4.724
## 279  5.172
## 280  4.000
## 281  3.965
## 282  5.517
## 283  5.275
## 284  4.310
## 285  4.172
## 286  4.000
## 287  4.724
## 288  2.000
## 289  5.448
## 290  6.069
## 291  4.723
## 292  6.586
## 293  4.034
## 294  4.586
## 295  3.310
## 296  2.241
## 297  3.517
## 298  4.999
## 299  4.241
## 300  7.000
## 301  4.034
## 302  4.758
## 303  1.724
## 304  3.551
## 305  4.724
## 306  3.724
## 307  3.758
## 308  4.000
## 309  4.552
## 310  5.206
## 311  3.931
## 312  5.690
## 313  1.517
## 314  3.551
## 315  4.965
## 316  4.036
## 317  3.482
## 318  2.446
## 319  5.241
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## 1277 5.793
## 1278 3.000
## 1279 5.069
## 1280 2.034
## 1281 3.827
## 1282 3.517
## 1283 5.000
## 1284 5.241
## 1285 2.724
## 1286 5.758
## 1287 4.861
## 1288 2.724
## 1289 6.483
## 1290 4.448
## 1291 7.000
## 1292 5.483
## 1293 4.000
## 1294 5.793
## 1295 3.276
## 1296 5.034
## 1297 5.551
## 1298 4.999
## 1299 1.724
## 1300 5.000
## 1301 4.482
## 1302 2.999
## 1303 3.759
## 1304 4.310
## 1305 3.724
## 1306 5.000
## 1307 7.000
## 1308 4.345
## 1309 5.206
## 1310 5.069
## 1311 6.310
## 1312 4.758
## 1313 4.241
## 1314 3.276
## 1315 4.793
## 1316 4.241
## 1317 4.517
## 1318 4.724
## 1319 3.034
## 1320 2.724
## 1321 6.034
## 1322 2.000
## 1323 5.482
## 1324 4.724
## 1325 5.241
## 1326 4.482
## 1327 2.931
## 1328 7.000
## 1329 6.000
## 1330 5.965
## 1331 7.000
## 1332 4.069
## 1333 4.517
## 1334 6.172
## 1335 6.103
## 1336 5.551
## 1337 4.276
## 1338 4.861
## 1339 4.654
## 1340 6.517
## 1341 2.999
## 1342 4.000
## 1343 4.241
## 1344 5.206
## 1345 4.552
## 1346 2.275
## 1347 5.000
## 1348 3.689
## 1349 5.517
## 1350 2.552
## 1351 6.448
## 1352 4.999
## 1353 3.758
## 1354 2.965
## 1355 2.724
## 1356 2.759
## 1357 7.000
## 1358 4.241
## 1359 2.518
## 1360 4.000
## 1361 7.000
## 1362 4.138
## 1363 4.724
## 1364 4.000
## 1365 3.862
## 1366 3.792
## 1367 3.964
## 1368 7.000
## 1369 4.724
## 1370 5.586
## 1371 2.000
## 1372 3.000
## 1373 4.517
## 1374 3.482
## 1375 3.000
## 1376 3.758
## 1377 4.173
## 1378 4.758
## 1379 4.000
## 1380 3.757
## 1381 5.793
## 1382 5.759
## 1383 4.620
## 1384 5.068
## 1385 3.481
## 1386 4.482
## 1387 4.138
## 1388 2.000
## 1389 4.241
## 1390 4.000
## 1391 5.206
## 1392 3.448
## 1393 4.345
## 1394 2.483
## 1395 4.310
## 1396 3.000
## 1397 4.759
## 1398 3.759
## 1399 5.276
## 1400 2.517
## 1401 5.034
## 1402 4.620
## 1403 2.000
## 1404 4.792
## 1405 3.241
## 1406 7.000
## 1407 4.309
## 1408 4.207
## 1409 1.000
## 1410 4.999
## 1411 4.240
## 1412 4.482
## 1413 5.103
## 1414 5.000
## 1415 3.034
## 1416 5.758
## 1417 7.000
## 1418 6.034
## 1419 4.241
## 1420 4.068
## 1421 5.276
## 1422 4.896
## 1423 4.033
## 1424 4.069
## 1425 5.206
## 1426 5.551
## 1427 4.792
## 1428 7.000
## 1429 7.000
## 1430 3.724
## 1431 7.000
## 1432 4.000
## 1433 7.000
## 1434 4.758
## 1435 4.517
## 1436 7.000
## 1437 4.000
## 1438 3.033
## 1439 2.517
## 1440 4.793
## 1441 4.275
## 1442 5.793
## 1443 4.621
IH_MIN=min(IH)
IH_MAX=max(IH)

IH_trans73=((IH-IH_MIN)/(IH_MAX-IH_MIN))*100

summary(IH_trans73)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    0.00   40.80   54.02   55.12   70.41  100.00
round(sd(IH_trans73),2)
## [1] 22.08
#ERROR

NfinalMedia<-c() ##En este vector se estan almacenando las proporciones, osea, cada repeticion bootstrap
for (i in 1:1000) {
  #Datos=CaliyPalmira[,-c(8:10)] #Este es cuando junté todo y solo quité la incertidumbre
  Datos=CaliyPalmira[,c(19:34)]
  #N<-Datos[sample(nrow(Datos),replace = TRUE)]
  temp_K<-c()
  lista_vacia <- vector("list", length = length(Datos))
  celsius_to_kelvin <- function(temp_C) {
    for (i in 8:11) {
      # temp_K <- temp_C[,i]*vector[i]
      lista_vacia[i]<-data.frame(#temp_C[,i]*vector[i]) 
        Datos[,i]*pesos[i])
      datosnew=lista_vacia[c(8:11)]
    }
    return(datosnew)
  };IHPRG1=data.frame(celsius_to_kelvin(Datos))
  IH<-rowSums(IHPRG1[ ,1:4])
  data.frame(IH)
  IH_MIN<-min(IH)
  IH_MAX<-max(IH)
  IH_trans<-((IH-IH_MIN)/(IH_MAX-IH_MIN))*100
  NfinalMedia[i]=median(sample(IH_trans,replace=T))
}; NfinalMedia
##    [1] 54.01667 54.60000 54.01667 54.01667 51.15000 54.60000 54.01667 54.01667
##    [9] 54.00000 54.58333 54.00000 54.60000 56.88333 54.01667 54.01667 54.01667
##   [17] 54.03333 54.01667 54.01667 54.01667 54.58333 54.01667 53.45000 54.01667
##   [25] 54.01667 54.01667 54.00000 54.58333 54.60000 54.01667 54.60000 54.01667
##   [33] 54.58333 52.28333 54.58333 54.58333 54.01667 54.01667 54.01667 54.01667
##   [41] 54.01667 54.01667 54.01667 54.60000 54.60000 53.45000 54.01667 54.01667
##   [49] 54.01667 54.01667 54.01667 55.16667 54.01667 54.01667 54.58333 54.01667
##   [57] 54.60000 54.01667 54.01667 52.86667 54.01667 54.01667 54.01667 54.01667
##   [65] 54.01667 54.03333 53.45000 54.01667 54.01667 54.01667 54.58333 54.01667
##   [73] 54.58333 54.01667 54.01667 54.60000 55.15000 54.01667 54.01667 54.01667
##   [81] 54.01667 54.58333 52.30000 54.01667 55.16667 54.58333 54.60000 54.01667
##   [89] 54.01667 54.01667 54.01667 54.01667 54.01667 53.45000 54.01667 54.01667
##   [97] 54.58333 54.01667 54.01667 54.01667 54.01667 54.01667 54.01667 54.01667
##  [105] 54.01667 54.01667 54.60000 54.60000 54.01667 54.58333 54.01667 55.75000
##  [113] 54.01667 54.01667 52.86667 54.60000 54.60000 54.01667 54.60000 54.60000
##  [121] 54.60000 54.01667 54.01667 54.60000 54.01667 54.01667 54.60000 54.01667
##  [129] 54.58333 54.01667 53.43333 54.01667 54.01667 54.01667 54.58333 54.01667
##  [137] 54.60000 54.60000 54.01667 54.58333 54.01667 54.60000 54.03333 54.01667
##  [145] 54.01667 54.60000 54.01667 54.01667 54.01667 54.01667 54.01667 54.58333
##  [153] 54.01667 54.01667 54.58333 53.43333 54.01667 54.60000 54.01667 54.01667
##  [161] 54.60000 55.16667 54.01667 54.01667 54.01667 54.01667 54.01667 54.00000
##  [169] 52.86667 54.60000 54.01667 54.01667 54.60000 54.01667 54.01667 54.01667
##  [177] 54.01667 55.16667 54.58333 54.01667 54.01667 54.60000 54.60000 54.03333
##  [185] 54.60000 54.01667 54.01667 54.01667 54.01667 54.01667 54.60000 54.58333
##  [193] 54.60000 54.58333 54.01667 54.01667 55.15000 54.01667 54.01667 54.58333
##  [201] 54.03333 54.03333 54.01667 54.58333 54.01667 55.75000 54.01667 54.01667
##  [209] 54.58333 54.01667 54.03333 54.01667 54.01667 54.01667 54.60000 55.16667
##  [217] 54.01667 54.01667 54.01667 54.01667 54.01667 54.60000 54.60000 54.01667
##  [225] 53.45000 54.58333 54.03333 54.01667 55.16667 54.01667 54.60000 54.01667
##  [233] 54.60000 54.60000 54.01667 55.16667 54.01667 54.01667 54.01667 55.15000
##  [241] 54.01667 54.01667 54.01667 54.01667 54.03333 54.01667 54.01667 53.45000
##  [249] 54.01667 54.01667 55.15000 54.01667 54.01667 54.01667 54.01667 54.01667
##  [257] 54.01667 54.01667 53.45000 54.01667 54.01667 54.01667 54.01667 54.01667
##  [265] 55.15000 54.01667 53.45000 54.01667 54.01667 55.15000 55.15000 54.01667
##  [273] 54.01667 54.01667 54.60000 54.60000 54.01667 54.60000 54.58333 54.01667
##  [281] 54.01667 53.45000 54.01667 54.01667 54.00000 55.15000 54.01667 54.01667
##  [289] 54.01667 54.01667 54.60000 54.01667 54.01667 54.60000 54.58333 54.01667
##  [297] 54.01667 54.01667 54.01667 55.16667 54.01667 54.00000 54.01667 54.01667
##  [305] 54.01667 54.60000 54.01667 54.00000 57.45000 54.01667 54.01667 55.75000
##  [313] 54.01667 54.01667 54.58333 54.01667 54.01667 54.01667 54.60000 54.58333
##  [321] 54.01667 54.00000 54.60000 54.01667 54.01667 54.01667 54.01667 54.60000
##  [329] 54.58333 54.01667 54.01667 54.01667 55.16667 54.01667 54.01667 54.58333
##  [337] 54.01667 54.01667 54.01667 54.60000 54.01667 54.01667 54.01667 54.01667
##  [345] 54.01667 54.01667 54.01667 54.60000 54.01667 54.01667 54.01667 54.01667
##  [353] 55.15000 54.01667 54.01667 54.01667 54.01667 54.60000 54.01667 54.01667
##  [361] 54.60000 54.01667 54.01667 54.01667 54.01667 54.01667 54.60000 54.01667
##  [369] 54.01667 54.01667 54.01667 54.01667 54.01667 54.01667 53.45000 54.01667
##  [377] 53.43333 54.01667 54.01667 54.00000 54.60000 54.01667 54.01667 54.03333
##  [385] 54.01667 54.01667 54.01667 54.01667 53.45000 54.01667 54.01667 53.43333
##  [393] 53.45000 54.01667 54.60000 54.01667 54.01667 54.01667 54.01667 54.01667
##  [401] 54.01667 54.01667 54.58333 54.01667 52.86667 54.01667 54.01667 54.01667
##  [409] 54.58333 54.01667 54.01667 52.30000 54.01667 54.60000 55.16667 54.60000
##  [417] 52.88333 57.46667 54.01667 54.01667 54.58333 54.60000 54.01667 54.58333
##  [425] 54.01667 54.01667 53.43333 54.60000 54.01667 54.00000 54.01667 54.01667
##  [433] 54.60000 54.01667 54.01667 54.01667 54.01667 54.01667 58.03333 54.01667
##  [441] 52.86667 54.01667 54.60000 54.01667 54.60000 54.58333 54.01667 54.58333
##  [449] 54.01667 54.01667 54.01667 54.01667 54.01667 54.01667 54.01667 54.01667
##  [457] 55.16667 54.01667 54.01667 54.58333 54.01667 54.01667 54.01667 55.16667
##  [465] 54.01667 54.60000 54.01667 54.01667 54.01667 54.01667 54.60000 54.01667
##  [473] 54.01667 54.01667 54.58333 54.01667 54.01667 55.73333 54.01667 54.01667
##  [481] 54.01667 54.58333 54.01667 54.58333 54.01667 55.15000 54.01667 54.58333
##  [489] 54.01667 54.01667 54.01667 51.71667 54.58333 54.01667 54.01667 54.58333
##  [497] 54.60000 54.00000 54.01667 54.01667 54.01667 54.01667 54.01667 54.01667
##  [505] 54.01667 54.01667 54.01667 54.01667 54.01667 54.60000 54.01667 54.01667
##  [513] 54.01667 54.58333 54.58333 54.01667 54.58333 54.01667 54.01667 54.01667
##  [521] 54.01667 54.01667 54.01667 54.03333 54.01667 54.01667 54.01667 54.01667
##  [529] 53.45000 54.01667 54.01667 55.15000 54.60000 53.45000 54.58333 54.58333
##  [537] 54.58333 53.45000 54.01667 54.01667 54.01667 54.58333 54.01667 54.01667
##  [545] 55.16667 54.03333 54.01667 54.01667 53.45000 55.16667 53.45000 52.86667
##  [553] 54.58333 54.01667 54.01667 54.01667 54.01667 54.01667 54.01667 54.01667
##  [561] 54.01667 54.01667 54.01667 54.60000 54.01667 54.01667 54.01667 57.45000
##  [569] 54.58333 54.01667 54.01667 54.58333 54.01667 53.45000 54.01667 55.75000
##  [577] 54.01667 54.01667 54.60000 54.03333 54.60000 54.60000 54.60000 54.01667
##  [585] 54.60000 54.01667 54.01667 54.58333 54.60000 54.01667 54.01667 54.60000
##  [593] 54.01667 55.16667 54.01667 54.03333 54.58333 54.01667 54.01667 54.58333
##  [601] 54.01667 54.60000 54.60000 54.01667 54.01667 54.01667 54.60000 54.01667
##  [609] 54.60000 54.60000 54.01667 51.15000 54.01667 54.01667 54.58333 54.01667
##  [617] 54.01667 54.60000 53.43333 54.01667 54.01667 54.01667 54.60000 55.15000
##  [625] 54.01667 54.01667 54.58333 54.60000 54.01667 54.01667 54.01667 54.01667
##  [633] 54.01667 54.01667 53.45000 54.58333 54.58333 54.01667 54.01667 54.60000
##  [641] 54.01667 54.58333 54.03333 54.01667 54.58333 54.01667 52.88333 54.01667
##  [649] 54.01667 54.01667 54.01667 54.60000 54.03333 54.60000 54.01667 54.01667
##  [657] 54.01667 54.58333 54.01667 54.01667 54.58333 54.01667 54.01667 54.01667
##  [665] 54.01667 54.01667 54.60000 54.01667 55.15000 54.01667 54.01667 54.60000
##  [673] 55.15000 54.01667 54.01667 54.58333 54.01667 54.01667 54.01667 54.01667
##  [681] 54.60000 54.60000 54.01667 54.01667 54.01667 54.01667 54.01667 52.85000
##  [689] 54.01667 54.60000 54.01667 54.01667 54.01667 53.45000 54.01667 54.01667
##  [697] 54.58333 54.01667 54.01667 54.01667 54.01667 54.01667 54.60000 55.16667
##  [705] 54.01667 54.01667 54.01667 54.01667 54.58333 54.01667 54.60000 54.01667
##  [713] 54.01667 54.58333 54.01667 54.01667 54.01667 54.01667 54.58333 54.60000
##  [721] 54.01667 54.01667 54.01667 54.01667 54.01667 54.01667 54.01667 54.01667
##  [729] 54.01667 54.58333 54.01667 54.01667 54.01667 54.01667 54.58333 54.01667
##  [737] 54.60000 54.60000 54.58333 54.01667 54.01667 54.01667 54.58333 54.01667
##  [745] 54.01667 54.00000 54.01667 54.01667 54.01667 54.01667 54.60000 54.01667
##  [753] 54.01667 53.45000 54.01667 54.58333 54.01667 51.71667 54.01667 55.15000
##  [761] 54.60000 54.01667 54.01667 55.15000 54.01667 54.58333 54.58333 54.01667
##  [769] 54.58333 54.01667 54.01667 54.01667 54.58333 57.46667 54.60000 54.01667
##  [777] 54.01667 54.58333 54.01667 53.43333 54.01667 53.43333 54.01667 54.01667
##  [785] 54.01667 51.13333 54.01667 54.58333 54.01667 54.60000 54.00000 54.01667
##  [793] 54.60000 54.01667 54.58333 54.01667 54.01667 54.01667 54.58333 54.01667
##  [801] 54.01667 52.86667 54.01667 54.60000 54.60000 54.01667 54.58333 54.58333
##  [809] 54.01667 54.01667 54.01667 55.16667 54.01667 54.01667 54.01667 54.01667
##  [817] 54.60000 54.01667 54.60000 54.01667 53.45000 54.58333 54.58333 54.58333
##  [825] 54.00000 54.01667 54.01667 53.45000 54.01667 54.01667 54.58333 54.01667
##  [833] 54.60000 54.60000 54.01667 54.01667 54.01667 54.60000 54.01667 55.16667
##  [841] 55.16667 54.01667 54.01667 54.01667 54.01667 54.60000 54.01667 54.01667
##  [849] 54.01667 54.01667 54.01667 54.01667 54.01667 54.01667 54.01667 54.01667
##  [857] 54.01667 54.01667 54.58333 54.58333 54.01667 54.01667 54.60000 54.01667
##  [865] 54.01667 54.01667 54.01667 54.01667 54.01667 54.01667 54.58333 53.43333
##  [873] 54.01667 54.03333 54.01667 54.03333 54.01667 54.01667 54.58333 54.01667
##  [881] 54.60000 54.01667 54.58333 54.03333 54.01667 54.58333 54.01667 54.01667
##  [889] 54.01667 54.01667 54.01667 54.01667 54.01667 54.01667 54.01667 54.01667
##  [897] 54.01667 54.01667 54.60000 54.01667 55.15000 54.58333 54.01667 54.01667
##  [905] 54.58333 54.01667 54.01667 54.60000 54.01667 54.01667 54.01667 54.01667
##  [913] 54.01667 54.01667 54.60000 54.60000 54.01667 55.15000 54.58333 57.46667
##  [921] 54.01667 54.01667 54.01667 54.01667 54.01667 54.00000 54.01667 54.01667
##  [929] 54.58333 54.01667 54.01667 54.01667 54.58333 54.01667 54.01667 54.58333
##  [937] 54.01667 54.01667 54.01667 54.01667 53.45000 54.60000 54.01667 54.01667
##  [945] 54.01667 54.03333 54.01667 54.01667 54.01667 54.01667 54.60000 54.01667
##  [953] 55.16667 54.01667 54.03333 54.01667 54.01667 54.01667 54.01667 54.60000
##  [961] 54.01667 54.60000 54.01667 54.01667 54.01667 54.60000 54.01667 54.60000
##  [969] 54.01667 54.01667 54.01667 54.01667 54.01667 54.60000 54.01667 54.01667
##  [977] 54.01667 54.01667 54.60000 54.60000 54.01667 52.86667 51.70000 54.01667
##  [985] 54.01667 54.01667 54.60000 54.01667 54.01667 54.01667 54.01667 54.01667
##  [993] 54.01667 54.01667 54.01667 54.01667 54.60000 54.01667 54.03333 54.01667
I_mediana=median(NfinalMedia);
#I_ref=54.02
#EE=I_ref-round(I_mediana,3);EE

#EE<-round((1/1000)*sum((NfinalMedia-I_mediana)^2+((1/1000)*sum(NfinalMedia)-I_mediana)^2),2);EE
EE<-round((1/(1000-1))*sum(NfinalMedia-median(IH_trans73))^2+(median(NfinalMedia)-median(IH_trans73))^2,2);EE
## [1] 23.81

SUSCEPTIBILIDAD

temp_K<-c()
lista_vacia <- vector("list", length = 1443)
celsius_to_kelvin <- function(temp_C) {
  for (i in 12:16) {
    # temp_K <- temp_C[,i]*vector[i]
    lista_vacia[i]<-data.frame(#temp_C[,i]*vector[i]) 
      Datos[,i]*pesos[i])
    datosnew=lista_vacia[c(12:16)]
  }
  return(datosnew)
};susceptibilidad=data.frame(celsius_to_kelvin(Datos))

IH=rowSums(susceptibilidad[ ,1:5]);IH
##    [1] 1.694 1.748 3.108 3.303 4.162 4.884 1.942 3.329 1.305 1.748 3.746 2.359
##   [13] 4.107 5.716 2.968 3.746 1.748 3.135 4.135 2.330 3.496 0.777 2.137 1.970
##   [25] 4.023 1.554 0.944 3.718 2.136 2.913 3.885 3.913 2.746 4.938 4.302 1.748
##   [37] 3.330 4.689 5.300 2.135 3.664 2.499 1.941 4.717 3.247 0.971 1.748 2.691
##   [49] 2.524 3.191 2.524 1.942 2.470 4.079 3.134 2.330 2.330 2.525 1.553 2.359
##   [61] 5.327 2.692 1.359 1.554 2.858 3.025 4.107 3.274 5.689 4.273 2.331 1.554
##   [73] 2.886 1.165 2.135 3.108 3.192 3.691 5.439 3.108 4.273 2.719 3.302 2.525
##   [85] 2.136 4.634 2.164 1.748 4.273 2.913 3.108 3.162 2.886 4.107 2.940 3.663
##   [97] 2.553 1.554 2.109 2.525 3.885 1.554 2.331 2.524 5.661 3.857 5.494 5.883
##  [109] 3.746 3.302 4.107 4.329 3.136 4.301 2.552 2.551 1.332 2.331 2.719 3.302
##  [121] 4.690 4.607 3.690 2.774 1.165 3.108 5.439 3.718 4.079 2.220 4.274 3.524
##  [133] 5.078 2.358 3.691 1.748 2.553 4.551 2.525 1.748 5.689 4.079 4.329 3.691
##  [145] 0.777 2.109 3.442 0.777 2.913 2.276 2.302 0.777 5.134 3.330 5.273 2.331
##  [157] 2.913 3.302 3.330 6.549 2.470 5.883 3.552 3.108 3.940 6.105 2.719 2.498
##  [169] 3.136 2.136 5.883 4.911 2.331 2.386 2.941 2.414 1.554 1.748 3.524 3.746
##  [181] 4.691 2.524 5.661 1.554 3.885 3.662 1.943 3.303 4.273 2.580 2.553 2.941
##  [193] 0.999 2.524 5.439 1.942 3.524 4.356 1.749 1.554 2.360 1.942 2.553 4.079
##  [205] 3.080 3.829 1.803 3.106 2.331 4.717 4.689 2.911 3.302 2.497 3.081 3.718
##  [217] 3.108 5.245 1.776 4.106 3.523 2.581 3.107 3.107 3.913 2.386 3.108 3.329
##  [229] 1.554 3.108 5.106 3.441 4.217 5.106 3.302 1.554 1.332 2.719 2.525 0.777
##  [241] 2.303 2.581 3.718 2.109 2.969 1.553 2.054 3.857 2.775 3.884 2.330 2.164
##  [253] 3.302 4.578 3.330 2.581 3.329 1.554 3.941 3.496 4.107 2.109 3.968 1.748
##  [265] 2.136 2.330 2.331 2.276 4.940 2.359 4.717 2.941 1.165 2.136 2.330 3.302
##  [277] 2.886 3.912 4.273 3.108 2.525 2.886 3.330 2.886 1.305 2.719 4.884 1.748
##  [289] 3.663 3.496 4.079 2.913 1.748 3.885 1.970 1.748 2.525 1.915 3.940 4.275
##  [301] 2.331 2.831 0.777 1.332 3.885 3.136 2.969 3.136 4.578 4.052 3.108 5.078
##  [313] 3.052 1.748 2.163 4.662 2.719 0.777 4.273 1.554 3.912 2.276 1.970 1.554
##  [325] 3.108 3.885 3.551 2.137 3.080 2.913 3.525 3.524 3.523 5.300 2.969 1.748
##  [337] 2.692 4.273 2.720 0.777 1.360 2.525 2.913 1.942 3.219 2.135 1.775 3.330
##  [349] 3.302 3.496 3.940 3.136 2.691 2.525 3.302 1.748 4.939 2.414 2.524 4.857
##  [361] 3.912 5.078 2.524 1.914 2.525 2.330 4.884 0.777 3.330 2.136 3.108 1.554
##  [373] 4.662 3.884 5.328 3.164 1.779 1.554 1.415 3.691 3.524 6.327 2.386 4.523
##  [385] 3.107 2.553 5.411 1.165 2.719 2.524 2.802 1.332 2.719 1.747 2.525 2.109
##  [397] 2.331 3.468 2.525 1.748 3.524 1.445 1.970 1.941 3.301 0.777 2.885 1.415
##  [409] 3.690 3.108 5.272 4.357 1.776 2.443 4.551 4.550 4.134 3.884 1.721 4.495
##  [421] 3.134 1.111 3.525 3.912 4.911 3.107 3.608 3.469 3.081 2.163 3.941 5.106
##  [433] 3.301 2.664 5.661 5.217 3.995 2.664 2.524 1.554 2.303 2.385 4.523 5.883
##  [445] 3.691 3.107 5.716 4.718 4.301 4.745 2.524 4.884 6.327 3.108 3.108 4.107
##  [457] 3.857 5.883 2.968 4.356 1.776 3.108 2.969 2.386 3.108 3.330 2.137 2.498
##  [469] 5.217 2.913 5.661 4.190 2.331 5.883 1.748 1.387 5.494 3.829 2.136 2.720
##  [481] 1.970 4.273 4.163 2.553 2.747 1.165 4.745 4.329 4.662 2.525 3.774 3.108
##  [493] 1.554 1.332 3.302 3.330 4.717 3.913 2.498 3.690 1.554 4.079 4.301 2.889
##  [505] 3.274 2.303 3.496 2.359 2.192 2.136 2.524 4.412 3.108 2.997 1.554 2.109
##  [517] 3.913 2.497 2.941 2.525 2.552 5.301 1.970 1.554 3.552 2.720 3.913 1.554
##  [529] 2.137 4.134 3.080 1.554 2.719 2.553 3.496 1.776 1.554 1.360 3.746 2.358
##  [541] 1.942 2.525 4.884 1.748 4.052 3.774 3.108 4.717 3.552 2.330 3.108 3.912
##  [553] 3.664 1.138 2.553 5.106 1.332 2.358 3.552 0.971 2.553 2.192 1.804 1.554
##  [565] 3.718 2.330 4.329 0.971 3.607 1.554 2.331 4.523 2.943 3.468 1.526 2.969
##  [577] 3.136 2.331 3.469 2.747 2.913 2.691 3.912 1.971 1.748 2.664 1.554 2.553
##  [589] 0.971 3.136 2.525 1.554 3.330 3.579 3.941 3.524 2.497 2.081 2.997 3.718
##  [601] 4.024 1.554 2.525 1.943 0.999 0.971 1.748 1.748 3.553 5.522 0.777 2.331
##  [613] 3.302 4.052 3.524 4.107 1.165 5.078 3.941 1.554 5.883 3.691 0.777 2.276
##  [625] 2.608 3.691 1.942 4.301 1.942 2.942 3.690 3.357 2.109 3.469 2.719 2.803
##  [637] 0.971 4.274 1.499 1.581 0.777 1.721 3.552 3.330 2.774 2.913 3.330 2.331
##  [649] 1.554 5.883 5.300 3.885 3.108 2.747 2.776 5.772 3.774 3.690 3.302 1.748
##  [661] 3.469 1.804 5.245 1.748 4.634 3.302 3.108 2.942 1.554 2.747 5.439 4.690
##  [673] 3.496 1.499 3.609 2.718 2.331 0.944 5.883 3.857 4.995 2.941 3.108 3.940
##  [685] 3.885 2.331 1.138 3.330 0.999 2.691 2.302 2.525 2.747 2.497 3.108 3.524
##  [697] 4.551 4.107 4.523 1.861 2.692 1.526 2.691 3.496 6.549 4.134 3.081 2.552
##  [709] 1.554 3.080 2.553 3.830 0.999 1.970 3.107 3.108 1.554 3.024 3.302 2.108
##  [721] 3.329 1.942 2.719 3.330 2.886 3.413 2.331 2.524 2.164 2.331 2.136 3.080
##  [733] 1.748 4.690 3.912 1.554 1.775 1.970 4.273 2.692 3.468 4.107 4.024 4.690
##  [745] 3.968 4.273 1.942 7.743 3.330 3.302 3.441 3.913 5.023 5.106 3.496 1.942
##  [757] 5.106 4.273 3.383 3.496 3.552 2.941 1.305 1.998 4.079 2.136 3.108 2.498
##  [769] 3.329 0.944 3.912 4.995 3.885 4.273 0.777 3.330 2.136 1.970 2.553 3.108
##  [781] 3.885 2.524 2.441 2.525 5.522 1.776 3.108 3.107 0.971 4.163 3.327 2.331
##  [793] 4.301 4.107 2.524 4.718 2.358 3.664 1.359 0.999 2.830 5.328 3.552 1.554
##  [805] 2.886 2.553 4.107 5.050 2.165 2.386 1.942 2.719 4.495 3.302 3.885 3.108
##  [817] 3.691 4.329 3.107 3.108 1.970 1.915 1.165 2.359 2.691 3.469 2.858 2.692
##  [829] 4.912 3.135 1.776 1.970 3.885 3.940 3.690 3.746 2.331 4.856 2.940 3.302
##  [841] 3.330 1.721 5.383 3.330 3.550 3.330 2.359 4.245 3.330 4.912 1.941 4.356
##  [853] 1.554 3.442 3.968 3.718 1.748 2.359 3.080 1.748 4.162 1.694 2.913 5.300
##  [865] 4.967 0.777 2.331 3.690 1.998 2.137 3.080 3.108 2.525 2.720 3.885 4.801
##  [877] 2.109 4.080 1.665 3.330 4.107 4.689 2.886 2.277 2.914 2.525 3.912 5.522
##  [889] 3.913 2.525 2.192 1.554 2.941 5.883 3.080 2.525 2.330 0.999 2.330 4.495
##  [901] 2.304 1.888 2.358 1.165 4.078 4.052 0.777 4.745 1.776 3.329 3.885 3.691
##  [913] 1.333 3.302 3.690 4.301 3.024 3.857 4.772 3.885 2.525 3.690 2.303 3.885
##  [925] 4.274 3.052 1.915 3.164 0.944 4.690 2.552 1.942 1.720 3.497 3.218 1.472
##  [937] 4.079 3.496 1.748 5.661 1.776 2.524 5.661 3.885 6.105 2.886 3.330 2.553
##  [949] 1.941 5.273 4.107 4.274 5.300 3.080 3.552 4.107 1.554 4.524 2.108 3.746
##  [961] 4.690 3.108 2.746 2.192 0.971 1.748 3.108 4.329 3.330 4.495 4.662 2.663
##  [973] 3.718 3.885 5.106 1.747 4.857 4.579 5.106 3.134 2.525 2.330 2.969 1.554
##  [985] 2.331 2.331 3.108 2.358 6.105 4.301 5.495 4.301 1.554 0.777 2.331 1.747
##  [997] 3.385 5.273 3.746 4.301 1.693 1.748 4.302 4.662 4.052 2.525 3.496 3.330
## [1009] 3.108 3.302 2.524 3.135 1.748 4.356 5.467 3.108 1.332 0.971 5.661 6.105
## [1021] 2.524 5.134 4.107 5.495 4.217 2.552 2.719 3.524 4.134 2.498 3.302 5.245
## [1033] 4.079 0.971 3.912 2.108 1.554 2.331 2.331 1.776 3.302 4.273 2.553 4.495
## [1045] 4.301 4.275 2.470 3.552 2.137 4.495 4.662 1.554 3.302 2.913 3.884 3.746
## [1057] 4.079 0.777 3.968 4.912 3.108 1.554 3.108 2.524 5.744 1.860 5.079 5.661
## [1069] 2.553 2.330 4.107 2.331 2.969 2.719 3.524 2.720 2.831 4.079 2.331 2.303
## [1081] 4.329 1.779 2.886 3.524 6.549 4.273 3.912 2.663 2.498 1.942 4.107 3.275
## [1093] 5.300 1.554 4.329 2.275 2.580 2.164 2.940 4.662 0.777 2.914 5.273 1.915
## [1105] 4.107 2.331 3.496 5.050 3.552 5.245 3.552 3.108 2.719 3.690 3.302 2.747
## [1117] 3.107 0.777 2.747 2.552 2.692 3.108 1.554 4.856 3.108 5.661 2.136 3.330
## [1129] 2.941 4.107 2.719 3.302 2.525 2.720 5.550 2.858 4.052 4.884 4.107 3.663
## [1141] 0.999 1.915 0.971 1.554 3.996 5.328 2.110 3.885 3.108 5.717 2.525 2.746
## [1153] 2.775 4.107 3.552 0.999 2.747 4.079 2.525 2.553 2.719 5.300 3.717 4.772
## [1165] 0.777 1.915 3.080 6.105 3.885 2.331 2.109 3.107 3.330 2.055 2.553 1.554
## [1177] 4.080 5.523 3.329 2.302 2.442 2.525 1.360 2.525 1.941 1.138 4.578 2.109
## [1189] 3.524 2.525 4.107 3.940 0.777 1.915 4.135 4.717 3.025 2.914 2.831 3.746
## [1201] 3.885 3.968 1.748 3.108 5.661 3.329 2.302 5.106 5.300 2.359 3.857 1.748
## [1213] 3.524 1.942 5.661 3.136 4.440 4.301 2.553 4.578 1.554 2.940 3.497 4.329
## [1225] 4.079 4.107 5.522 2.747 3.718 2.719 2.719 3.108 3.108 4.135 2.859 3.330
## [1237] 3.913 2.331 1.748 3.691 3.746 3.774 3.885 4.913 2.747 4.080 3.690 5.939
## [1249] 3.719 4.107 3.885 2.719 5.133 2.330 5.883 3.524 1.915 3.552 3.829 2.942
## [1261] 3.330 3.885 4.523 5.078 2.717 4.329 2.330 3.357 1.888 3.191 0.777 3.302
## [1273] 2.136 3.078 1.776 3.885 3.690 1.776 3.802 2.940 2.913 2.969 4.551 5.717
## [1285] 3.496 4.884 3.302 2.553 5.467 3.718 5.439 4.939 3.718 4.107 2.719 4.301
## [1297] 5.661 4.800 1.942 3.690 3.302 2.552 2.331 2.774 3.913 3.885 5.382 3.717
## [1309] 4.689 3.719 5.549 3.108 3.330 3.191 2.331 4.690 3.746 4.716 2.137 1.748
## [1321] 4.329 0.777 3.885 4.549 4.718 3.274 2.942 4.495 4.079 3.302 3.690 2.553
## [1333] 4.550 6.105 5.938 4.080 3.053 5.217 2.329 4.663 1.970 3.690 3.524 4.495
## [1345] 3.691 0.777 4.107 2.137 4.634 1.554 5.495 3.468 2.691 2.913 3.107 2.331
## [1357] 5.661 4.856 4.189 3.552 4.995 1.831 4.690 3.108 4.328 1.554 2.330 5.078
## [1369] 2.524 3.607 2.330 1.915 3.358 3.719 2.832 2.331 4.302 2.358 3.912 2.330
## [1381] 3.524 4.301 4.717 4.717 1.554 2.997 3.912 1.748 3.496 2.304 1.915 3.330
## [1393] 3.108 4.885 2.747 2.525 3.912 2.471 3.885 1.942 5.328 1.554 1.332 1.554
## [1405] 2.525 3.108 3.135 3.524 0.777 4.051 3.108 3.108 3.745 3.690 1.942 3.275
## [1417] 5.661 3.690 4.439 1.332 4.273 2.416 2.331 2.524 3.247 1.941 4.107 5.883
## [1429] 3.494 3.912 5.273 2.331 5.883 3.108 3.329 5.661 5.328 1.941 2.721 3.080
## [1441] 2.886 4.328 2.581
data.frame(IH)
##         IH
## 1    1.694
## 2    1.748
## 3    3.108
## 4    3.303
## 5    4.162
## 6    4.884
## 7    1.942
## 8    3.329
## 9    1.305
## 10   1.748
## 11   3.746
## 12   2.359
## 13   4.107
## 14   5.716
## 15   2.968
## 16   3.746
## 17   1.748
## 18   3.135
## 19   4.135
## 20   2.330
## 21   3.496
## 22   0.777
## 23   2.137
## 24   1.970
## 25   4.023
## 26   1.554
## 27   0.944
## 28   3.718
## 29   2.136
## 30   2.913
## 31   3.885
## 32   3.913
## 33   2.746
## 34   4.938
## 35   4.302
## 36   1.748
## 37   3.330
## 38   4.689
## 39   5.300
## 40   2.135
## 41   3.664
## 42   2.499
## 43   1.941
## 44   4.717
## 45   3.247
## 46   0.971
## 47   1.748
## 48   2.691
## 49   2.524
## 50   3.191
## 51   2.524
## 52   1.942
## 53   2.470
## 54   4.079
## 55   3.134
## 56   2.330
## 57   2.330
## 58   2.525
## 59   1.553
## 60   2.359
## 61   5.327
## 62   2.692
## 63   1.359
## 64   1.554
## 65   2.858
## 66   3.025
## 67   4.107
## 68   3.274
## 69   5.689
## 70   4.273
## 71   2.331
## 72   1.554
## 73   2.886
## 74   1.165
## 75   2.135
## 76   3.108
## 77   3.192
## 78   3.691
## 79   5.439
## 80   3.108
## 81   4.273
## 82   2.719
## 83   3.302
## 84   2.525
## 85   2.136
## 86   4.634
## 87   2.164
## 88   1.748
## 89   4.273
## 90   2.913
## 91   3.108
## 92   3.162
## 93   2.886
## 94   4.107
## 95   2.940
## 96   3.663
## 97   2.553
## 98   1.554
## 99   2.109
## 100  2.525
## 101  3.885
## 102  1.554
## 103  2.331
## 104  2.524
## 105  5.661
## 106  3.857
## 107  5.494
## 108  5.883
## 109  3.746
## 110  3.302
## 111  4.107
## 112  4.329
## 113  3.136
## 114  4.301
## 115  2.552
## 116  2.551
## 117  1.332
## 118  2.331
## 119  2.719
## 120  3.302
## 121  4.690
## 122  4.607
## 123  3.690
## 124  2.774
## 125  1.165
## 126  3.108
## 127  5.439
## 128  3.718
## 129  4.079
## 130  2.220
## 131  4.274
## 132  3.524
## 133  5.078
## 134  2.358
## 135  3.691
## 136  1.748
## 137  2.553
## 138  4.551
## 139  2.525
## 140  1.748
## 141  5.689
## 142  4.079
## 143  4.329
## 144  3.691
## 145  0.777
## 146  2.109
## 147  3.442
## 148  0.777
## 149  2.913
## 150  2.276
## 151  2.302
## 152  0.777
## 153  5.134
## 154  3.330
## 155  5.273
## 156  2.331
## 157  2.913
## 158  3.302
## 159  3.330
## 160  6.549
## 161  2.470
## 162  5.883
## 163  3.552
## 164  3.108
## 165  3.940
## 166  6.105
## 167  2.719
## 168  2.498
## 169  3.136
## 170  2.136
## 171  5.883
## 172  4.911
## 173  2.331
## 174  2.386
## 175  2.941
## 176  2.414
## 177  1.554
## 178  1.748
## 179  3.524
## 180  3.746
## 181  4.691
## 182  2.524
## 183  5.661
## 184  1.554
## 185  3.885
## 186  3.662
## 187  1.943
## 188  3.303
## 189  4.273
## 190  2.580
## 191  2.553
## 192  2.941
## 193  0.999
## 194  2.524
## 195  5.439
## 196  1.942
## 197  3.524
## 198  4.356
## 199  1.749
## 200  1.554
## 201  2.360
## 202  1.942
## 203  2.553
## 204  4.079
## 205  3.080
## 206  3.829
## 207  1.803
## 208  3.106
## 209  2.331
## 210  4.717
## 211  4.689
## 212  2.911
## 213  3.302
## 214  2.497
## 215  3.081
## 216  3.718
## 217  3.108
## 218  5.245
## 219  1.776
## 220  4.106
## 221  3.523
## 222  2.581
## 223  3.107
## 224  3.107
## 225  3.913
## 226  2.386
## 227  3.108
## 228  3.329
## 229  1.554
## 230  3.108
## 231  5.106
## 232  3.441
## 233  4.217
## 234  5.106
## 235  3.302
## 236  1.554
## 237  1.332
## 238  2.719
## 239  2.525
## 240  0.777
## 241  2.303
## 242  2.581
## 243  3.718
## 244  2.109
## 245  2.969
## 246  1.553
## 247  2.054
## 248  3.857
## 249  2.775
## 250  3.884
## 251  2.330
## 252  2.164
## 253  3.302
## 254  4.578
## 255  3.330
## 256  2.581
## 257  3.329
## 258  1.554
## 259  3.941
## 260  3.496
## 261  4.107
## 262  2.109
## 263  3.968
## 264  1.748
## 265  2.136
## 266  2.330
## 267  2.331
## 268  2.276
## 269  4.940
## 270  2.359
## 271  4.717
## 272  2.941
## 273  1.165
## 274  2.136
## 275  2.330
## 276  3.302
## 277  2.886
## 278  3.912
## 279  4.273
## 280  3.108
## 281  2.525
## 282  2.886
## 283  3.330
## 284  2.886
## 285  1.305
## 286  2.719
## 287  4.884
## 288  1.748
## 289  3.663
## 290  3.496
## 291  4.079
## 292  2.913
## 293  1.748
## 294  3.885
## 295  1.970
## 296  1.748
## 297  2.525
## 298  1.915
## 299  3.940
## 300  4.275
## 301  2.331
## 302  2.831
## 303  0.777
## 304  1.332
## 305  3.885
## 306  3.136
## 307  2.969
## 308  3.136
## 309  4.578
## 310  4.052
## 311  3.108
## 312  5.078
## 313  3.052
## 314  1.748
## 315  2.163
## 316  4.662
## 317  2.719
## 318  0.777
## 319  4.273
## 320  1.554
## 321  3.912
## 322  2.276
## 323  1.970
## 324  1.554
## 325  3.108
## 326  3.885
## 327  3.551
## 328  2.137
## 329  3.080
## 330  2.913
## 331  3.525
## 332  3.524
## 333  3.523
## 334  5.300
## 335  2.969
## 336  1.748
## 337  2.692
## 338  4.273
## 339  2.720
## 340  0.777
## 341  1.360
## 342  2.525
## 343  2.913
## 344  1.942
## 345  3.219
## 346  2.135
## 347  1.775
## 348  3.330
## 349  3.302
## 350  3.496
## 351  3.940
## 352  3.136
## 353  2.691
## 354  2.525
## 355  3.302
## 356  1.748
## 357  4.939
## 358  2.414
## 359  2.524
## 360  4.857
## 361  3.912
## 362  5.078
## 363  2.524
## 364  1.914
## 365  2.525
## 366  2.330
## 367  4.884
## 368  0.777
## 369  3.330
## 370  2.136
## 371  3.108
## 372  1.554
## 373  4.662
## 374  3.884
## 375  5.328
## 376  3.164
## 377  1.779
## 378  1.554
## 379  1.415
## 380  3.691
## 381  3.524
## 382  6.327
## 383  2.386
## 384  4.523
## 385  3.107
## 386  2.553
## 387  5.411
## 388  1.165
## 389  2.719
## 390  2.524
## 391  2.802
## 392  1.332
## 393  2.719
## 394  1.747
## 395  2.525
## 396  2.109
## 397  2.331
## 398  3.468
## 399  2.525
## 400  1.748
## 401  3.524
## 402  1.445
## 403  1.970
## 404  1.941
## 405  3.301
## 406  0.777
## 407  2.885
## 408  1.415
## 409  3.690
## 410  3.108
## 411  5.272
## 412  4.357
## 413  1.776
## 414  2.443
## 415  4.551
## 416  4.550
## 417  4.134
## 418  3.884
## 419  1.721
## 420  4.495
## 421  3.134
## 422  1.111
## 423  3.525
## 424  3.912
## 425  4.911
## 426  3.107
## 427  3.608
## 428  3.469
## 429  3.081
## 430  2.163
## 431  3.941
## 432  5.106
## 433  3.301
## 434  2.664
## 435  5.661
## 436  5.217
## 437  3.995
## 438  2.664
## 439  2.524
## 440  1.554
## 441  2.303
## 442  2.385
## 443  4.523
## 444  5.883
## 445  3.691
## 446  3.107
## 447  5.716
## 448  4.718
## 449  4.301
## 450  4.745
## 451  2.524
## 452  4.884
## 453  6.327
## 454  3.108
## 455  3.108
## 456  4.107
## 457  3.857
## 458  5.883
## 459  2.968
## 460  4.356
## 461  1.776
## 462  3.108
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## 1421 4.273
## 1422 2.416
## 1423 2.331
## 1424 2.524
## 1425 3.247
## 1426 1.941
## 1427 4.107
## 1428 5.883
## 1429 3.494
## 1430 3.912
## 1431 5.273
## 1432 2.331
## 1433 5.883
## 1434 3.108
## 1435 3.329
## 1436 5.661
## 1437 5.328
## 1438 1.941
## 1439 2.721
## 1440 3.080
## 1441 2.886
## 1442 4.328
## 1443 2.581
IH_MIN=min(IH)
IH_MAX=max(IH)

IH_trans83=((IH-IH_MIN)/(IH_MAX-IH_MIN))*100

summary(IH_trans83)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    0.00   22.31   33.46   34.43   45.41  100.00
round(sd(IH_trans83),2)
## [1] 17.35
#hist(IH_trans8,col="azure2",xlab="IPSU",main = "Distribución de IPSU",freq = FALSE,ylim = c(0,0.035))

ecm

#ERROR

NfinalMedia<-c() ##En este vector se estan almacenando las proporciones, osea, cada repeticion bootstrap
for (i in 1:1000) {
  #Datos=CaliyPalmira[,-c(8:10)] #Este es cuando junté todo y solo quité la incertidumbre
  Datos=CaliyPalmira[,c(19:34)]
  #N<-Datos[sample(nrow(Datos),replace = TRUE)]
  temp_K<-c()
  lista_vacia <- vector("list", length = length(Datos))
  celsius_to_kelvin <- function(temp_C) {
    for (i in 12:16) {
      # temp_K <- temp_C[,i]*vector[i]
      lista_vacia[i]<-data.frame(#temp_C[,i]*vector[i]) 
        Datos[,i]*pesos[i])
      datosnew=lista_vacia[c(12:16)]
    }
    return(datosnew)
  };IHPRG1=data.frame(celsius_to_kelvin(Datos))
  IH<-rowSums(IHPRG1[ ,1:5])
  data.frame(IH)
  IH_MIN<-min(IH)
  IH_MAX<-max(IH)
  IH_trans<-((IH-IH_MIN)/(IH_MAX-IH_MIN))*100
  NfinalMedia[i]=median(sample(IH_trans,replace=T))
}; NfinalMedia
##    [1] 33.46253 33.44818 33.46253 33.46253 33.44818 33.46253 33.46253 33.46253
##    [9] 33.46253 33.46253 33.46253 33.44818 33.46253 33.46253 33.46253 33.46253
##   [17] 33.44818 33.46253 33.46253 33.83577 33.46253 33.46253 33.46253 33.46253
##   [25] 33.43382 33.46253 33.46253 33.07494 33.46253 33.46253 33.46253 33.44818
##   [33] 33.46253 33.46253 33.44818 33.44818 33.46253 33.46253 33.46253 33.46253
##   [41] 33.46253 33.07494 33.46253 33.46253 33.46253 33.44818 33.44818 33.46253
##   [49] 33.06058 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##   [57] 33.44818 33.46253 33.46253 33.46253 33.46253 33.46253 33.44818 33.46253
##   [65] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##   [73] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##   [81] 33.46253 33.46253 33.46253 33.44818 33.46253 33.46253 33.46253 33.46253
##   [89] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##   [97] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.44818 33.46253
##  [105] 33.46253 33.07494 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [113] 33.46253 33.46253 33.46253 33.83577 33.46253 33.46253 33.46253 33.85013
##  [121] 33.46253 33.46253 33.46253 33.46253 33.46253 33.07494 33.46253 33.46253
##  [129] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.85013
##  [137] 33.46253 33.85013 33.46253 33.46253 33.46253 33.46253 33.46253 33.85013
##  [145] 33.46253 33.46253 33.43382 33.86448 33.46253 33.46253 33.46253 33.46253
##  [153] 33.46253 33.46253 34.26644 33.46253 33.44818 33.46253 33.46253 33.46253
##  [161] 33.46253 33.46253 33.46253 33.06058 33.46253 33.46253 33.44818 33.46253
##  [169] 33.46253 33.46253 33.46253 33.06058 33.46253 33.44818 33.06058 33.46253
##  [177] 33.46253 33.46253 33.44818 33.46253 33.46253 33.46253 33.06058 33.46253
##  [185] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [193] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [201] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [209] 33.46253 33.46253 33.06058 33.07494 33.46253 33.46253 33.46253 33.46253
##  [217] 33.46253 33.46253 33.46253 33.44818 33.46253 33.46253 33.46253 33.44818
##  [225] 33.07494 33.46253 33.44818 33.46253 33.46253 33.46253 33.46253 33.46253
##  [233] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [241] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [249] 33.46253 33.44818 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [257] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.44818
##  [265] 33.44818 33.46253 33.46253 33.44818 33.46253 33.46253 33.46253 33.46253
##  [273] 33.46253 33.83577 33.46253 33.46253 33.86448 33.06058 33.46253 33.46253
##  [281] 33.46253 33.44818 33.46253 33.86448 33.46253 33.46253 33.46253 33.46253
##  [289] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [297] 33.46253 33.44818 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [305] 33.46253 33.83577 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [313] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [321] 33.46253 33.46253 33.46253 33.46253 33.07494 33.46253 33.46253 33.46253
##  [329] 33.46253 33.46253 33.46253 33.07494 33.46253 33.46253 33.46253 33.46253
##  [337] 33.06058 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.07494
##  [345] 33.86448 33.46253 33.46253 33.44818 33.46253 33.44818 33.46253 33.06058
##  [353] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.86448 33.85013
##  [361] 33.46253 33.46253 33.46253 33.44818 33.46253 33.46253 33.46253 33.46253
##  [369] 33.46253 33.44818 33.46253 33.46253 33.46253 33.44818 33.46253 33.46253
##  [377] 33.46253 33.07494 33.46253 33.46253 33.46253 33.07494 33.46253 33.46253
##  [385] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [393] 33.44818 33.46253 33.46253 33.44818 33.46253 32.27103 33.46253 33.46253
##  [401] 33.46253 33.46253 33.44818 33.46253 33.46253 33.44818 33.44818 33.46253
##  [409] 33.46253 33.46253 33.85013 33.46253 33.83577 33.46253 33.46253 33.46253
##  [417] 33.46253 33.46253 33.46253 33.46253 33.46253 33.44818 33.46253 33.46253
##  [425] 33.46253 33.06058 33.46253 33.46253 33.44818 33.46253 33.46253 33.46253
##  [433] 33.46253 33.86448 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [441] 33.46253 33.44818 33.46253 33.44818 33.46253 33.46253 33.44818 33.46253
##  [449] 33.46253 33.46253 33.46253 33.46253 33.83577 33.44818 33.46253 33.46253
##  [457] 33.46253 33.46253 33.44818 33.46253 33.46253 33.06058 33.46253 33.46253
##  [465] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.07494 33.44818
##  [473] 33.46253 33.46253 33.46253 33.06058 33.46253 33.46253 33.46253 33.46253
##  [481] 33.85013 33.46253 33.83577 33.46253 33.46253 33.46253 33.46253 33.46253
##  [489] 33.85013 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.44818
##  [497] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [505] 33.46253 33.46253 33.44818 33.46253 33.46253 33.46253 33.46253 33.46253
##  [513] 33.46253 33.44818 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [521] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [529] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [537] 33.46253 33.46253 33.46253 33.85013 33.46253 33.46253 33.46253 33.44818
##  [545] 33.46253 33.06058 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [553] 33.46253 33.46253 33.46253 33.46253 33.44818 33.44818 33.46253 33.46253
##  [561] 33.44818 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.85013
##  [569] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.44818 33.44818
##  [577] 33.46253 33.46253 33.44818 33.46253 33.46253 33.44818 33.46253 33.46253
##  [585] 33.46253 33.46253 33.46253 33.46253 33.44818 33.46253 33.46253 33.44818
##  [593] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.44818 33.46253
##  [601] 33.44818 33.46253 33.06058 33.44818 33.46253 33.46253 33.46253 33.46253
##  [609] 33.46253 33.46253 33.44818 33.46253 33.46253 33.46253 33.46253 33.46253
##  [617] 33.46253 33.46253 33.46253 33.44818 33.44818 33.46253 33.44818 33.46253
##  [625] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [633] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [641] 33.46253 33.46253 33.46253 34.26644 33.46253 33.46253 33.46253 33.46253
##  [649] 33.44818 33.46253 33.46253 33.46253 33.46253 33.46253 33.44818 33.46253
##  [657] 33.46253 33.44818 33.44818 33.44818 33.44818 33.46253 33.44818 33.46253
##  [665] 33.46253 33.46253 33.44818 33.46253 33.46253 33.46253 33.46253 33.46253
##  [673] 33.46253 33.46253 33.46253 33.46253 33.83577 33.46253 33.46253 33.06058
##  [681] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [689] 33.46253 33.46253 33.46253 33.46253 33.46253 33.85013 33.46253 33.46253
##  [697] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [705] 33.86448 33.46253 33.44818 33.06058 33.44818 33.46253 33.43382 33.46253
##  [713] 33.46253 33.44818 33.46253 33.07494 33.46253 33.46253 33.46253 33.46253
##  [721] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.06058 33.46253
##  [729] 33.46253 33.46253 33.46253 33.46253 33.46253 33.06058 33.46253 33.44818
##  [737] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.44818 33.46253
##  [745] 33.44818 33.46253 33.46253 33.44818 33.46253 33.46253 33.46253 33.46253
##  [753] 33.07494 33.83577 33.46253 33.46253 33.46253 33.44818 33.46253 33.46253
##  [761] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 36.24749 33.46253
##  [769] 33.46253 33.46253 33.46253 33.46253 35.85989 33.46253 33.46253 33.46253
##  [777] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [785] 33.46253 33.46253 33.46253 33.86448 33.46253 33.46253 33.46253 33.46253
##  [793] 33.46253 33.46253 33.46253 33.07494 33.46253 33.46253 33.46253 31.46713
##  [801] 33.46253 33.46253 33.46253 33.46253 33.85013 33.46253 33.46253 33.44818
##  [809] 33.46253 33.44818 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [817] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [825] 33.46253 33.46253 33.46253 31.86908 33.07494 33.46253 33.46253 33.46253
##  [833] 33.44818 33.46253 33.46253 33.44818 33.46253 33.46253 33.46253 33.46253
##  [841] 33.46253 33.46253 33.44818 33.46253 33.44818 33.06058 33.46253 33.46253
##  [849] 33.46253 33.46253 33.44818 33.46253 33.06058 33.46253 33.46253 33.46253
##  [857] 33.46253 33.44818 33.85013 33.46253 33.44818 33.46253 33.46253 33.46253
##  [865] 33.46253 33.46253 33.46253 33.06058 33.44818 33.46253 33.46253 33.46253
##  [873] 33.46253 33.46253 33.46253 33.44818 33.46253 33.46253 33.46253 33.46253
##  [881] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [889] 33.44818 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [897] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [905] 33.44818 33.46253 33.44818 33.46253 33.46253 33.46253 33.46253 33.46253
##  [913] 33.06058 33.46253 33.07494 33.46253 33.46253 33.46253 33.46253 33.46253
##  [921] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253
##  [929] 33.46253 33.46253 33.46253 33.46253 33.46253 33.46253 33.86448 33.86448
##  [937] 33.46253 33.46253 33.44818 33.44818 33.46253 33.46253 33.46253 33.83577
##  [945] 33.44818 33.46253 33.43382 33.46253 33.46253 33.46253 33.46253 33.46253
##  [953] 33.46253 33.46253 33.46253 33.46253 33.46253 33.07494 33.46253 33.46253
##  [961] 33.07494 33.46253 33.46253 33.46253 33.46253 33.46253 33.44818 33.46253
##  [969] 33.46253 33.46253 33.46253 33.44818 33.46253 33.46253 33.44818 33.85013
##  [977] 33.46253 32.27103 33.46253 33.46253 33.46253 33.46253 33.46253 33.44818
##  [985] 33.46253 33.07494 33.44818 33.46253 33.46253 33.46253 33.46253 33.46253
##  [993] 33.46253 33.46253 33.46253 33.07494 33.46253 33.46253 33.46253 33.46253
hist(NfinalMedia)

I_mediana=median(NfinalMedia);
#I_ref=33.44
#EE=I_ref-round(I_mediana,3);EE

#EE<-round((1/1000)*sum((NfinalMedia-I_mediana)^2+((1/1000)*sum(NfinalMedia)-I_mediana)^2),2);EE
EE<-round((1/(1000-1))*sum(NfinalMedia-median(IH_trans83))^2+(median(NfinalMedia)-median(IH_trans83))^2,2);EE
## [1] 0.02

CALI

CaliyPalmira$Ciudad<-as.factor(CaliyPalmira$Ciudad)
Cali<-filter(CaliyPalmira, CaliyPalmira$Ciudad=="Cali")

IPRG

# INDICE DE PERCEPCIÓN DE RIESGO GLOBAL


Datos=Cali[,c(19:34)] 


pesos=c(
  #probabilidad de contagio
  0.061,0.055,0.061,0.048,0.041,0.055,0.055,
  #severidad
  0.080,0.092,0.092,0.069,
  #susceptibilidad
  0.065,0.065,0.057,0.049,0.057
)

temp_K<-c()
lista_vacia <- vector("list", length = 797)
celsius_to_kelvin <- function(temp_C) {
  for (i in 1:16) {
    # temp_K <- temp_C[,i]*vector[i]
    lista_vacia[i]<-data.frame(#temp_C[,i]*vector[i]) 
      Datos[,i]*pesos[i])
    datosnew=lista_vacia[c(1:16)]
  }
  return(datosnew)
};IHPRG1=data.frame(celsius_to_kelvin(Datos))

IH=rowSums(IHPRG1[ ,1:16]);IH
##   [1] 2.989 2.811 3.660 3.388 3.935 4.516 3.120 4.300 4.037 2.458 4.252 3.276
##  [13] 3.867 4.218 4.008 3.363 2.897 3.650 4.681 3.647 4.657 2.602 3.219 3.121
##  [25] 4.016 3.400 2.790 3.570 3.052 3.474 4.376 4.193 2.956 4.904 4.195 2.481
##  [37] 3.439 5.158 4.389 3.782 5.093 2.690 3.661 3.864 3.252 1.962 2.883 3.365
##  [49] 2.829 3.639 3.223 3.086 3.196 4.886 3.901 3.744 2.954 3.481 2.824 2.953
##  [61] 5.384 3.204 2.119 2.686 3.815 3.376 4.443 3.350 5.557 5.340 3.774 2.824
##  [73] 3.642 1.592 2.803 4.274 3.172 4.119 5.707 3.602 4.580 3.842 4.519 3.568
##  [85] 2.928 4.831 2.803 3.471 4.745 3.421 3.000 3.589 3.471 4.108 3.211 4.774
##  [97] 3.618 2.388 2.965 3.845 5.105 2.532 3.171 3.461 6.322 5.003 4.523 5.142
## [109] 4.027 4.097 4.838 4.785 4.427 4.973 3.260 3.296 3.128 4.467 3.173 4.531
## [121] 4.556 5.259 4.398 4.402 1.786 3.806 4.855 4.283 5.114 2.444 4.702 4.462
## [133] 4.632 2.256 4.072 2.644 3.106 5.422 3.929 2.621 5.467 3.615 4.198 3.896
## [145] 3.319 3.432 3.750 2.373 4.009 3.600 2.587 3.196 5.801 3.305 5.029 3.330
## [157] 4.304 3.421 3.574 5.658 3.699 5.760 3.637 3.524 4.352 5.805 3.986 3.089
## [169] 4.879 3.156 6.101 5.042 3.493 2.617 4.076 4.035 3.014 4.002 3.708 4.011
## [181] 4.466 3.386 6.158 3.176 4.845 3.954 3.324 3.516 4.219 3.537 4.142 4.246
## [193] 2.908 3.440 6.093 3.340 3.823 3.742 2.405 3.855 3.517 3.768 3.611 5.125
## [205] 3.917 4.673 3.700 4.304 3.401 4.731 5.757 3.029 4.503 3.975 3.926 4.132
## [217] 4.073 4.365 3.392 4.904 3.749 3.774 3.781 4.389 4.335 3.238 3.721 3.072
## [229] 3.063 3.627 4.688 4.117 3.917 3.987 3.846 1.982 1.550 3.572 2.935 2.254
## [241] 3.949 3.648 4.144 3.091 3.029 2.253 3.623 4.963 3.365 4.756 3.141 2.878
## [253] 4.212 3.849 4.125 3.077 3.897 2.392 4.861 4.012 4.756 3.626 3.718 2.563
## [265] 3.444 3.863 2.997 3.808 4.379 2.913 4.532 3.199 2.547 2.998 2.949 3.699
## [277] 4.150 4.662 4.910 4.190 3.667 4.468 4.722 3.541 2.992 3.670 4.858 3.112
## [289] 4.407 4.599 4.301 4.361 3.108 3.802 2.843 2.100 3.102 4.057 4.277 5.751
## [301] 3.052 3.987 2.395 3.500 4.879 4.004 3.231 3.669 4.405 4.862 3.937 5.265
## [313] 2.823 3.199 4.283 3.860 3.618 1.733 4.598 2.980 4.554 3.826 2.908 2.425
## [325] 3.625 4.819 4.640 3.403 3.880 2.992 4.254 3.793 4.893 5.360 4.119 3.159
## [337] 3.650 4.950 3.219 1.335 2.978 3.609 3.706 3.226 3.754 3.373 2.564 4.023
## [349] 4.304 4.929 4.834 3.513 3.294 4.259 4.089 2.910 5.610 3.373 3.192 4.884
## [361] 4.223 4.822 3.086 2.663 3.879 3.412 5.009 2.671 5.474 3.205 3.836 3.556
## [373] 5.153 3.787 4.960 3.948 5.019 2.284 3.103 4.226 3.519 5.340 3.219 4.535
## [385] 4.714 3.526 5.090 2.649 3.278 3.753 3.279 2.857 4.161 2.072 3.557 3.659
## [397] 3.016 3.965 3.188 3.244 3.911 3.330 2.261 3.417 3.435 2.083 2.730 3.207
## [409] 4.534 3.597 5.791 4.532 3.433 3.395 4.431 5.152 3.784 4.173 2.607 3.943
## [421] 3.772 2.469 4.771 4.880 5.227 4.528 5.376 4.223 3.648 4.041 4.408 5.633
## [433] 3.169 3.266 6.048 5.844 4.053 3.158 3.717 3.034 3.392 2.614 4.119 5.495
## [445] 3.105 3.438 4.755 4.443 4.652 4.772 3.557 5.621 5.645 4.379 3.609 4.275
## [457] 4.555 5.533 3.798 5.262 2.584 3.734 4.005 2.962 3.708 3.919 3.520 4.090
## [469] 6.064 4.379 6.322 4.041 3.320 5.495 3.635 3.942 5.632 4.391 3.547 3.796
## [481] 3.492 5.184 3.820 3.812 3.708 2.913 4.781 4.891 5.156 3.301 4.254 4.441
## [493] 2.982 3.576 4.891 4.173 4.203 4.391 3.619 4.718 2.201 5.572 4.171 2.906
## [505] 3.419 3.595 3.908 2.814 2.650 3.066 2.653 4.552 3.932 3.668 2.645 2.650
## [517] 5.032 3.764 3.376 3.335 3.149 4.833 3.059 3.085 4.446 4.501 4.831 2.072
## [529] 3.373 3.834 3.916 3.165 3.656 3.543 3.616 2.864 2.738 2.486 4.462 3.459
## [541] 3.032 3.648 5.207 4.011 5.342 4.585 4.045 4.341 4.325 3.323 3.973 4.810
## [553] 3.970 2.762 3.129 4.697 3.456 3.125 4.417 1.248 3.252 3.225 4.109 3.063
## [565] 4.245 2.772 4.308 2.858 3.558 3.284 3.778 5.214 3.969 4.110 2.211 4.696
## [577] 3.276 3.817 4.644 4.229 4.352 4.682 4.314 3.218 3.566 3.049 3.291 3.842
## [589] 2.060 3.759 3.741 3.510 3.741 4.218 3.666 4.360 3.764 2.765 4.290 4.220
## [601] 4.278 3.867 3.793 3.224 1.854 2.245 3.973 2.660 3.740 4.879 2.145 3.774
## [613] 4.127 4.894 4.250 4.577 2.591 5.688 4.566 2.844 5.299 4.771 1.902 4.246
## [625] 3.933 3.562 4.676 4.889 2.683 3.406 5.008 4.091 2.925 5.495 4.069 3.596
## [637] 3.265 5.501 2.621 2.352 0.937 3.308 4.089 3.880 2.623 3.363 3.750 4.091
## [649] 3.140 6.387 4.847 4.607 4.239 3.719 4.389 5.975 3.858 5.151 4.594 4.347
## [661] 4.955 2.804 5.796 3.907 5.353 4.526 3.017 4.727 2.742 4.108 6.202 4.491
## [673] 4.651 4.135 5.720 4.301 3.953 1.932 5.517 4.098 4.099 4.052 3.657 4.156
## [685] 4.511 2.597 2.604 4.414 2.555 4.245 3.363 4.388 3.530 3.866 4.783 4.064
## [697] 5.162 4.389 4.627 3.359 3.365 4.225 4.266 4.006 5.576 4.856 4.111 3.910
## [709] 2.456 3.805 3.993 5.275 2.828 2.864 3.812 3.557 2.616 4.532 3.696 4.168
## [721] 3.811 2.768 3.836 4.285 3.944 4.823 3.501 3.149 3.711 3.328 2.823 3.444
## [733] 2.771 4.395 3.920 2.945 2.835 3.698 4.249 3.414 4.395 4.626 4.810 4.914
## [745] 4.278 5.038 3.825 5.594 3.749 4.169 4.803 4.146 6.135 5.131 4.215 3.660
## [757] 5.149 4.481 3.802 4.068 3.648 3.831 2.911 3.542 3.793 3.169 3.436 3.181
## [769] 3.522 1.521 3.577 4.863 4.813 5.375 1.481 3.865 3.383 3.746 4.172 5.135
## [781] 5.378 4.520 3.831 3.880 5.728 3.293 4.442 4.502 2.431 5.079 3.761 4.163
## [793] 4.127 4.586 3.231 4.940 3.212
data.frame(IH)
##        IH
## 1   2.989
## 2   2.811
## 3   3.660
## 4   3.388
## 5   3.935
## 6   4.516
## 7   3.120
## 8   4.300
## 9   4.037
## 10  2.458
## 11  4.252
## 12  3.276
## 13  3.867
## 14  4.218
## 15  4.008
## 16  3.363
## 17  2.897
## 18  3.650
## 19  4.681
## 20  3.647
## 21  4.657
## 22  2.602
## 23  3.219
## 24  3.121
## 25  4.016
## 26  3.400
## 27  2.790
## 28  3.570
## 29  3.052
## 30  3.474
## 31  4.376
## 32  4.193
## 33  2.956
## 34  4.904
## 35  4.195
## 36  2.481
## 37  3.439
## 38  5.158
## 39  4.389
## 40  3.782
## 41  5.093
## 42  2.690
## 43  3.661
## 44  3.864
## 45  3.252
## 46  1.962
## 47  2.883
## 48  3.365
## 49  2.829
## 50  3.639
## 51  3.223
## 52  3.086
## 53  3.196
## 54  4.886
## 55  3.901
## 56  3.744
## 57  2.954
## 58  3.481
## 59  2.824
## 60  2.953
## 61  5.384
## 62  3.204
## 63  2.119
## 64  2.686
## 65  3.815
## 66  3.376
## 67  4.443
## 68  3.350
## 69  5.557
## 70  5.340
## 71  3.774
## 72  2.824
## 73  3.642
## 74  1.592
## 75  2.803
## 76  4.274
## 77  3.172
## 78  4.119
## 79  5.707
## 80  3.602
## 81  4.580
## 82  3.842
## 83  4.519
## 84  3.568
## 85  2.928
## 86  4.831
## 87  2.803
## 88  3.471
## 89  4.745
## 90  3.421
## 91  3.000
## 92  3.589
## 93  3.471
## 94  4.108
## 95  3.211
## 96  4.774
## 97  3.618
## 98  2.388
## 99  2.965
## 100 3.845
## 101 5.105
## 102 2.532
## 103 3.171
## 104 3.461
## 105 6.322
## 106 5.003
## 107 4.523
## 108 5.142
## 109 4.027
## 110 4.097
## 111 4.838
## 112 4.785
## 113 4.427
## 114 4.973
## 115 3.260
## 116 3.296
## 117 3.128
## 118 4.467
## 119 3.173
## 120 4.531
## 121 4.556
## 122 5.259
## 123 4.398
## 124 4.402
## 125 1.786
## 126 3.806
## 127 4.855
## 128 4.283
## 129 5.114
## 130 2.444
## 131 4.702
## 132 4.462
## 133 4.632
## 134 2.256
## 135 4.072
## 136 2.644
## 137 3.106
## 138 5.422
## 139 3.929
## 140 2.621
## 141 5.467
## 142 3.615
## 143 4.198
## 144 3.896
## 145 3.319
## 146 3.432
## 147 3.750
## 148 2.373
## 149 4.009
## 150 3.600
## 151 2.587
## 152 3.196
## 153 5.801
## 154 3.305
## 155 5.029
## 156 3.330
## 157 4.304
## 158 3.421
## 159 3.574
## 160 5.658
## 161 3.699
## 162 5.760
## 163 3.637
## 164 3.524
## 165 4.352
## 166 5.805
## 167 3.986
## 168 3.089
## 169 4.879
## 170 3.156
## 171 6.101
## 172 5.042
## 173 3.493
## 174 2.617
## 175 4.076
## 176 4.035
## 177 3.014
## 178 4.002
## 179 3.708
## 180 4.011
## 181 4.466
## 182 3.386
## 183 6.158
## 184 3.176
## 185 4.845
## 186 3.954
## 187 3.324
## 188 3.516
## 189 4.219
## 190 3.537
## 191 4.142
## 192 4.246
## 193 2.908
## 194 3.440
## 195 6.093
## 196 3.340
## 197 3.823
## 198 3.742
## 199 2.405
## 200 3.855
## 201 3.517
## 202 3.768
## 203 3.611
## 204 5.125
## 205 3.917
## 206 4.673
## 207 3.700
## 208 4.304
## 209 3.401
## 210 4.731
## 211 5.757
## 212 3.029
## 213 4.503
## 214 3.975
## 215 3.926
## 216 4.132
## 217 4.073
## 218 4.365
## 219 3.392
## 220 4.904
## 221 3.749
## 222 3.774
## 223 3.781
## 224 4.389
## 225 4.335
## 226 3.238
## 227 3.721
## 228 3.072
## 229 3.063
## 230 3.627
## 231 4.688
## 232 4.117
## 233 3.917
## 234 3.987
## 235 3.846
## 236 1.982
## 237 1.550
## 238 3.572
## 239 2.935
## 240 2.254
## 241 3.949
## 242 3.648
## 243 4.144
## 244 3.091
## 245 3.029
## 246 2.253
## 247 3.623
## 248 4.963
## 249 3.365
## 250 4.756
## 251 3.141
## 252 2.878
## 253 4.212
## 254 3.849
## 255 4.125
## 256 3.077
## 257 3.897
## 258 2.392
## 259 4.861
## 260 4.012
## 261 4.756
## 262 3.626
## 263 3.718
## 264 2.563
## 265 3.444
## 266 3.863
## 267 2.997
## 268 3.808
## 269 4.379
## 270 2.913
## 271 4.532
## 272 3.199
## 273 2.547
## 274 2.998
## 275 2.949
## 276 3.699
## 277 4.150
## 278 4.662
## 279 4.910
## 280 4.190
## 281 3.667
## 282 4.468
## 283 4.722
## 284 3.541
## 285 2.992
## 286 3.670
## 287 4.858
## 288 3.112
## 289 4.407
## 290 4.599
## 291 4.301
## 292 4.361
## 293 3.108
## 294 3.802
## 295 2.843
## 296 2.100
## 297 3.102
## 298 4.057
## 299 4.277
## 300 5.751
## 301 3.052
## 302 3.987
## 303 2.395
## 304 3.500
## 305 4.879
## 306 4.004
## 307 3.231
## 308 3.669
## 309 4.405
## 310 4.862
## 311 3.937
## 312 5.265
## 313 2.823
## 314 3.199
## 315 4.283
## 316 3.860
## 317 3.618
## 318 1.733
## 319 4.598
## 320 2.980
## 321 4.554
## 322 3.826
## 323 2.908
## 324 2.425
## 325 3.625
## 326 4.819
## 327 4.640
## 328 3.403
## 329 3.880
## 330 2.992
## 331 4.254
## 332 3.793
## 333 4.893
## 334 5.360
## 335 4.119
## 336 3.159
## 337 3.650
## 338 4.950
## 339 3.219
## 340 1.335
## 341 2.978
## 342 3.609
## 343 3.706
## 344 3.226
## 345 3.754
## 346 3.373
## 347 2.564
## 348 4.023
## 349 4.304
## 350 4.929
## 351 4.834
## 352 3.513
## 353 3.294
## 354 4.259
## 355 4.089
## 356 2.910
## 357 5.610
## 358 3.373
## 359 3.192
## 360 4.884
## 361 4.223
## 362 4.822
## 363 3.086
## 364 2.663
## 365 3.879
## 366 3.412
## 367 5.009
## 368 2.671
## 369 5.474
## 370 3.205
## 371 3.836
## 372 3.556
## 373 5.153
## 374 3.787
## 375 4.960
## 376 3.948
## 377 5.019
## 378 2.284
## 379 3.103
## 380 4.226
## 381 3.519
## 382 5.340
## 383 3.219
## 384 4.535
## 385 4.714
## 386 3.526
## 387 5.090
## 388 2.649
## 389 3.278
## 390 3.753
## 391 3.279
## 392 2.857
## 393 4.161
## 394 2.072
## 395 3.557
## 396 3.659
## 397 3.016
## 398 3.965
## 399 3.188
## 400 3.244
## 401 3.911
## 402 3.330
## 403 2.261
## 404 3.417
## 405 3.435
## 406 2.083
## 407 2.730
## 408 3.207
## 409 4.534
## 410 3.597
## 411 5.791
## 412 4.532
## 413 3.433
## 414 3.395
## 415 4.431
## 416 5.152
## 417 3.784
## 418 4.173
## 419 2.607
## 420 3.943
## 421 3.772
## 422 2.469
## 423 4.771
## 424 4.880
## 425 5.227
## 426 4.528
## 427 5.376
## 428 4.223
## 429 3.648
## 430 4.041
## 431 4.408
## 432 5.633
## 433 3.169
## 434 3.266
## 435 6.048
## 436 5.844
## 437 4.053
## 438 3.158
## 439 3.717
## 440 3.034
## 441 3.392
## 442 2.614
## 443 4.119
## 444 5.495
## 445 3.105
## 446 3.438
## 447 4.755
## 448 4.443
## 449 4.652
## 450 4.772
## 451 3.557
## 452 5.621
## 453 5.645
## 454 4.379
## 455 3.609
## 456 4.275
## 457 4.555
## 458 5.533
## 459 3.798
## 460 5.262
## 461 2.584
## 462 3.734
## 463 4.005
## 464 2.962
## 465 3.708
## 466 3.919
## 467 3.520
## 468 4.090
## 469 6.064
## 470 4.379
## 471 6.322
## 472 4.041
## 473 3.320
## 474 5.495
## 475 3.635
## 476 3.942
## 477 5.632
## 478 4.391
## 479 3.547
## 480 3.796
## 481 3.492
## 482 5.184
## 483 3.820
## 484 3.812
## 485 3.708
## 486 2.913
## 487 4.781
## 488 4.891
## 489 5.156
## 490 3.301
## 491 4.254
## 492 4.441
## 493 2.982
## 494 3.576
## 495 4.891
## 496 4.173
## 497 4.203
## 498 4.391
## 499 3.619
## 500 4.718
## 501 2.201
## 502 5.572
## 503 4.171
## 504 2.906
## 505 3.419
## 506 3.595
## 507 3.908
## 508 2.814
## 509 2.650
## 510 3.066
## 511 2.653
## 512 4.552
## 513 3.932
## 514 3.668
## 515 2.645
## 516 2.650
## 517 5.032
## 518 3.764
## 519 3.376
## 520 3.335
## 521 3.149
## 522 4.833
## 523 3.059
## 524 3.085
## 525 4.446
## 526 4.501
## 527 4.831
## 528 2.072
## 529 3.373
## 530 3.834
## 531 3.916
## 532 3.165
## 533 3.656
## 534 3.543
## 535 3.616
## 536 2.864
## 537 2.738
## 538 2.486
## 539 4.462
## 540 3.459
## 541 3.032
## 542 3.648
## 543 5.207
## 544 4.011
## 545 5.342
## 546 4.585
## 547 4.045
## 548 4.341
## 549 4.325
## 550 3.323
## 551 3.973
## 552 4.810
## 553 3.970
## 554 2.762
## 555 3.129
## 556 4.697
## 557 3.456
## 558 3.125
## 559 4.417
## 560 1.248
## 561 3.252
## 562 3.225
## 563 4.109
## 564 3.063
## 565 4.245
## 566 2.772
## 567 4.308
## 568 2.858
## 569 3.558
## 570 3.284
## 571 3.778
## 572 5.214
## 573 3.969
## 574 4.110
## 575 2.211
## 576 4.696
## 577 3.276
## 578 3.817
## 579 4.644
## 580 4.229
## 581 4.352
## 582 4.682
## 583 4.314
## 584 3.218
## 585 3.566
## 586 3.049
## 587 3.291
## 588 3.842
## 589 2.060
## 590 3.759
## 591 3.741
## 592 3.510
## 593 3.741
## 594 4.218
## 595 3.666
## 596 4.360
## 597 3.764
## 598 2.765
## 599 4.290
## 600 4.220
## 601 4.278
## 602 3.867
## 603 3.793
## 604 3.224
## 605 1.854
## 606 2.245
## 607 3.973
## 608 2.660
## 609 3.740
## 610 4.879
## 611 2.145
## 612 3.774
## 613 4.127
## 614 4.894
## 615 4.250
## 616 4.577
## 617 2.591
## 618 5.688
## 619 4.566
## 620 2.844
## 621 5.299
## 622 4.771
## 623 1.902
## 624 4.246
## 625 3.933
## 626 3.562
## 627 4.676
## 628 4.889
## 629 2.683
## 630 3.406
## 631 5.008
## 632 4.091
## 633 2.925
## 634 5.495
## 635 4.069
## 636 3.596
## 637 3.265
## 638 5.501
## 639 2.621
## 640 2.352
## 641 0.937
## 642 3.308
## 643 4.089
## 644 3.880
## 645 2.623
## 646 3.363
## 647 3.750
## 648 4.091
## 649 3.140
## 650 6.387
## 651 4.847
## 652 4.607
## 653 4.239
## 654 3.719
## 655 4.389
## 656 5.975
## 657 3.858
## 658 5.151
## 659 4.594
## 660 4.347
## 661 4.955
## 662 2.804
## 663 5.796
## 664 3.907
## 665 5.353
## 666 4.526
## 667 3.017
## 668 4.727
## 669 2.742
## 670 4.108
## 671 6.202
## 672 4.491
## 673 4.651
## 674 4.135
## 675 5.720
## 676 4.301
## 677 3.953
## 678 1.932
## 679 5.517
## 680 4.098
## 681 4.099
## 682 4.052
## 683 3.657
## 684 4.156
## 685 4.511
## 686 2.597
## 687 2.604
## 688 4.414
## 689 2.555
## 690 4.245
## 691 3.363
## 692 4.388
## 693 3.530
## 694 3.866
## 695 4.783
## 696 4.064
## 697 5.162
## 698 4.389
## 699 4.627
## 700 3.359
## 701 3.365
## 702 4.225
## 703 4.266
## 704 4.006
## 705 5.576
## 706 4.856
## 707 4.111
## 708 3.910
## 709 2.456
## 710 3.805
## 711 3.993
## 712 5.275
## 713 2.828
## 714 2.864
## 715 3.812
## 716 3.557
## 717 2.616
## 718 4.532
## 719 3.696
## 720 4.168
## 721 3.811
## 722 2.768
## 723 3.836
## 724 4.285
## 725 3.944
## 726 4.823
## 727 3.501
## 728 3.149
## 729 3.711
## 730 3.328
## 731 2.823
## 732 3.444
## 733 2.771
## 734 4.395
## 735 3.920
## 736 2.945
## 737 2.835
## 738 3.698
## 739 4.249
## 740 3.414
## 741 4.395
## 742 4.626
## 743 4.810
## 744 4.914
## 745 4.278
## 746 5.038
## 747 3.825
## 748 5.594
## 749 3.749
## 750 4.169
## 751 4.803
## 752 4.146
## 753 6.135
## 754 5.131
## 755 4.215
## 756 3.660
## 757 5.149
## 758 4.481
## 759 3.802
## 760 4.068
## 761 3.648
## 762 3.831
## 763 2.911
## 764 3.542
## 765 3.793
## 766 3.169
## 767 3.436
## 768 3.181
## 769 3.522
## 770 1.521
## 771 3.577
## 772 4.863
## 773 4.813
## 774 5.375
## 775 1.481
## 776 3.865
## 777 3.383
## 778 3.746
## 779 4.172
## 780 5.135
## 781 5.378
## 782 4.520
## 783 3.831
## 784 3.880
## 785 5.728
## 786 3.293
## 787 4.442
## 788 4.502
## 789 2.431
## 790 5.079
## 791 3.761
## 792 4.163
## 793 4.127
## 794 4.586
## 795 3.231
## 796 4.940
## 797 3.212
IH_MIN=min(IH)
IH_MAX=max(IH)

IH_trans1=((IH-IH_MIN)/(IH_MAX-IH_MIN))*100

summary(IH_trans1)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    0.00   42.48   52.90   53.75   64.29  100.00
round(sd(IH_trans1),2)
## [1] 16.43
#hist(IH_trans,col="azure2",xlab="IPRG",main = "Distribución de IPRG",freq = FALSE,ylim = c(0,0.035))

ECM

#ERROR DE ESTIMACIÓN (EE)
n=round(797*0.80,0);n
## [1] 638
NfinalMedia<-c() ##En este vector se estan almacenando las proporciones, osea, cada repeticion bootstrap
for (i in 1:1000) {
  #Datos=CaliyPalmira[,-c(8:10)] #Este es cuando junté todo y solo quité la incertidumbre
  Datos=Cali[,c(19:34)]
  #N<-Datos[sample(nrow(Datos),replace = TRUE)]
  temp_K<-c()
  lista_vacia <- vector("list", length = length(Datos))
  celsius_to_kelvin <- function(temp_C) {
    for (i in 1:16) {
      # temp_K <- temp_C[,i]*vector[i]
      lista_vacia[i]<-data.frame(#temp_C[,i]*vector[i]) 
        Datos[,i]*pesos[i])
      datosnew=lista_vacia[c(1:16)]
    }
    return(datosnew)
  };IHPRG1=data.frame(celsius_to_kelvin(Datos))
  IH<-rowSums(IHPRG1[ ,1:16])
  data.frame(IH)
  IH_MIN<-min(IH)
  IH_MAX<-max(IH)
  IH_trans<-((IH-IH_MIN)/(IH_MAX-IH_MIN))*100
  NfinalMedia[i]=median(sample(IH_trans,replace=T))
}; NfinalMedia
##    [1] 52.62385 51.68807 52.84404 52.62385 52.45872 52.40367 52.89908 52.95413
##    [9] 52.40367 52.95413 52.84404 52.64220 52.40367 52.67890 52.40367 53.68807
##   [17] 52.89908 52.56881 53.76147 53.10092 52.49541 52.62385 52.62385 52.05505
##   [25] 53.15596 53.35780 52.56881 52.67890 53.30275 52.45872 52.75229 52.45872
##   [33] 52.89908 53.10092 53.30275 52.45872 53.19266 53.10092 53.37615 53.30275
##   [41] 53.54128 52.20183 52.95413 52.40367 53.19266 52.75229 52.99083 52.56881
##   [49] 52.49541 52.40367 53.63303 53.19266 52.84404 52.67890 52.40367 52.45872
##   [57] 52.64220 53.63303 52.29358 52.23853 52.75229 52.20183 52.75229 52.75229
##   [65] 52.05505 53.76147 52.05505 52.73394 52.05505 52.84404 53.54128 52.95413
##   [73] 52.49541 53.19266 52.45872 52.12844 53.10092 52.75229 52.80734 52.99083
##   [81] 53.30275 54.66055 52.29358 53.15596 52.12844 53.70642 53.43119 52.56881
##   [89] 53.68807 54.51376 52.62385 52.23853 52.99083 52.75229 55.35780 52.67890
##   [97] 52.95413 55.00917 52.95413 53.10092 52.73394 53.72477 51.94495 54.66055
##  [105] 52.89908 52.45872 53.30275 52.40367 52.05505 52.40367 52.29358 54.55046
##  [113] 53.37615 52.62385 51.77982 53.19266 52.95413 53.74312 51.68807 52.67890
##  [121] 52.62385 53.15596 51.94495 52.84404 53.15596 52.73394 53.54128 52.40367
##  [129] 52.56881 52.23853 52.29358 52.40367 54.55046 53.15596 53.59633 54.49541
##  [137] 52.75229 52.05505 51.81651 52.64220 54.00000 52.40367 53.00917 52.95413
##  [145] 53.63303 52.40367 54.00000 53.68807 52.05505 54.67890 52.89908 54.00000
##  [153] 53.54128 52.40367 53.19266 54.67890 53.74312 52.49541 52.40367 54.29358
##  [161] 52.45872 52.12844 52.64220 53.30275 53.72477 52.99083 52.56881 53.59633
##  [169] 53.19266 53.19266 53.10092 52.99083 52.73394 53.10092 51.87156 52.40367
##  [177] 51.77982 54.51376 52.40367 52.49541 52.64220 53.54128 53.19266 52.56881
##  [185] 53.35780 52.40367 53.98165 53.63303 52.73394 51.87156 52.95413 52.40367
##  [193] 53.19266 51.81651 52.45872 53.30275 53.72477 53.35780 53.54128 52.75229
##  [201] 53.10092 53.35780 51.87156 53.15596 53.35780 54.31193 52.64220 52.99083
##  [209] 52.89908 52.56881 53.10092 53.15596 52.45872 52.45872 53.98165 53.15596
##  [217] 52.05505 52.95413 52.67890 52.73394 52.56881 52.80734 52.12844 53.37615
##  [225] 53.43119 52.01835 52.23853 52.99083 53.68807 53.35780 52.40367 53.15596
##  [233] 53.63303 53.37615 52.75229 53.43119 52.99083 52.20183 53.35780 52.99083
##  [241] 51.50459 53.00917 53.76147 53.43119 53.76147 54.00000 53.15596 52.64220
##  [249] 52.56881 53.37615 53.30275 53.37615 53.59633 52.40367 52.56881 52.75229
##  [257] 52.67890 52.75229 53.15596 52.75229 52.84404 52.99083 52.40367 52.89908
##  [265] 52.75229 53.30275 52.05505 53.30275 52.67890 51.87156 51.81651 53.35780
##  [273] 53.19266 51.81651 52.89908 52.89908 53.30275 52.56881 53.59633 52.05505
##  [281] 52.56881 53.68807 52.89908 53.00917 53.10092 52.80734 53.70642 52.40367
##  [289] 52.49541 53.15596 53.15596 52.75229 52.84404 53.10092 53.76147 52.99083
##  [297] 52.05505 52.89908 52.84404 52.23853 52.75229 52.99083 52.18349 52.80734
##  [305] 53.68807 52.99083 53.00917 51.87156 52.67890 52.64220 52.99083 52.67890
##  [313] 52.80734 53.72477 52.01835 53.00917 53.59633 52.20183 52.62385 52.40367
##  [321] 52.89908 52.75229 52.62385 53.43119 54.00000 52.62385 52.75229 52.45872
##  [329] 53.00917 52.99083 53.63303 52.73394 53.30275 53.35780 51.87156 52.73394
##  [337] 53.59633 53.00917 53.70642 52.20183 52.56881 52.73394 53.15596 52.75229
##  [345] 52.40367 52.99083 52.45872 53.43119 52.95413 54.49541 52.56881 52.20183
##  [353] 53.37615 53.63303 52.40367 52.45872 53.15596 52.64220 52.75229 52.75229
##  [361] 53.19266 52.84404 52.56881 53.70642 53.00917 54.38532 52.95413 53.35780
##  [369] 53.59633 52.49541 51.68807 52.99083 51.66972 52.45872 52.18349 53.74312
##  [377] 52.29358 52.12844 52.99083 52.56881 52.56881 52.75229 53.68807 52.89908
##  [385] 52.29358 53.10092 52.18349 52.80734 52.56881 53.30275 52.99083 52.62385
##  [393] 53.30275 53.30275 53.19266 53.37615 51.59633 53.00917 52.56881 53.35780
##  [401] 52.89908 53.59633 52.73394 52.95413 54.31193 53.00917 54.29358 53.54128
##  [409] 53.19266 53.19266 53.37615 52.40367 52.75229 52.75229 52.45872 52.75229
##  [417] 52.40367 52.56881 52.75229 52.45872 52.64220 52.56881 53.10092 52.80734
##  [425] 52.56881 52.01835 53.43119 52.75229 52.67890 52.18349 53.68807 53.15596
##  [433] 53.15596 53.15596 53.98165 53.19266 52.40367 53.10092 53.19266 53.19266
##  [441] 53.76147 53.43119 52.95413 53.10092 53.19266 52.64220 53.10092 52.40367
##  [449] 54.31193 52.56881 53.00917 52.40367 52.67890 52.40367 52.75229 52.56881
##  [457] 52.56881 53.43119 51.61468 52.84404 52.62385 53.10092 52.45872 52.95413
##  [465] 52.64220 51.87156 53.10092 52.75229 53.76147 52.75229 53.10092 53.15596
##  [473] 53.59633 53.54128 53.19266 52.75229 52.40367 53.19266 53.70642 53.19266
##  [481] 52.40367 52.95413 52.49541 52.67890 52.67890 52.80734 53.59633 52.95413
##  [489] 53.76147 52.40367 53.10092 53.59633 52.49541 53.30275 53.37615 52.84404
##  [497] 52.64220 53.63303 52.56881 53.15596 52.40367 53.10092 52.67890 52.62385
##  [505] 52.75229 53.43119 52.40367 53.10092 54.31193 52.75229 51.81651 54.00000
##  [513] 53.35780 52.56881 52.23853 54.29358 52.80734 52.40367 53.10092 53.59633
##  [521] 53.70642 53.72477 52.56881 52.99083 52.95413 52.05505 52.95413 51.50459
##  [529] 53.35780 52.80734 52.20183 53.30275 53.59633 54.00000 52.23853 52.89908
##  [537] 52.23853 52.40367 52.84404 52.67890 52.62385 53.10092 52.49541 52.99083
##  [545] 52.75229 52.62385 52.75229 53.68807 52.73394 52.99083 52.67890 52.64220
##  [553] 53.43119 52.40367 52.62385 53.76147 53.30275 52.40367 54.00000 52.75229
##  [561] 52.29358 54.51376 53.37615 52.84404 52.56881 53.63303 52.84404 52.56881
##  [569] 52.89908 52.95413 52.56881 52.75229 53.72477 52.49541 52.64220 53.15596
##  [577] 52.67890 53.10092 52.40367 52.20183 54.00000 53.15596 52.67890 51.87156
##  [585] 53.30275 53.68807 53.10092 52.64220 52.45872 53.54128 53.10092 52.89908
##  [593] 52.05505 53.30275 53.43119 52.23853 53.70642 52.01835 53.35780 54.51376
##  [601] 52.67890 53.10092 52.89908 53.59633 53.19266 52.40367 52.75229 53.19266
##  [609] 53.30275 52.18349 53.72477 52.40367 53.76147 52.89908 51.44954 52.49541
##  [617] 54.00000 52.95413 53.10092 53.00917 53.19266 52.75229 53.10092 53.00917
##  [625] 53.10092 52.40367 52.12844 52.40367 54.00000 53.10092 51.87156 52.80734
##  [633] 53.72477 52.49541 53.00917 52.62385 53.30275 52.64220 53.54128 53.74312
##  [641] 52.75229 51.87156 53.59633 52.49541 53.37615 53.59633 53.15596 52.75229
##  [649] 53.54128 52.62385 54.00000 53.10092 52.40367 53.43119 52.89908 52.40367
##  [657] 53.00917 52.23853 52.73394 53.00917 52.23853 52.05505 53.59633 53.76147
##  [665] 53.35780 51.87156 53.19266 52.45872 53.43119 53.19266 53.19266 52.62385
##  [673] 53.35780 53.30275 52.67890 52.73394 53.63303 52.67890 52.67890 53.70642
##  [681] 52.80734 52.89908 52.40367 52.67890 52.29358 53.68807 53.70642 53.43119
##  [689] 52.40367 53.10092 53.70642 52.80734 53.30275 53.10092 52.23853 53.43119
##  [697] 53.19266 53.30275 53.35780 52.80734 53.15596 52.84404 52.23853 53.98165
##  [705] 53.54128 52.12844 52.40367 52.12844 53.43119 53.74312 52.29358 53.43119
##  [713] 52.40367 52.12844 53.10092 53.54128 53.68807 52.40367 53.54128 53.10092
##  [721] 53.30275 52.05505 52.95413 52.40367 52.23853 52.62385 52.67890 52.45872
##  [729] 53.30275 52.73394 52.80734 53.63303 52.80734 52.67890 52.40367 52.64220
##  [737] 52.75229 52.23853 52.23853 52.29358 53.15596 53.70642 52.89908 53.43119
##  [745] 52.56881 52.73394 53.43119 52.75229 52.84404 52.89908 52.40367 52.29358
##  [753] 53.72477 51.94495 52.75229 52.05505 52.20183 53.15596 52.95413 52.05505
##  [761] 52.73394 53.15596 53.10092 52.95413 53.19266 52.95413 51.87156 53.30275
##  [769] 53.30275 52.75229 53.15596 52.64220 52.12844 52.80734 53.35780 52.73394
##  [777] 53.30275 52.80734 53.30275 51.87156 52.99083 52.12844 53.15596 54.56881
##  [785] 52.18349 54.51376 52.29358 52.89908 52.89908 52.49541 52.56881 52.95413
##  [793] 53.43119 52.84404 53.30275 53.30275 53.30275 52.05505 53.10092 53.63303
##  [801] 52.40367 53.19266 51.61468 54.51376 52.64220 53.30275 52.95413 52.05505
##  [809] 53.15596 53.19266 53.10092 53.70642 52.73394 52.75229 52.95413 52.40367
##  [817] 53.37615 52.56881 52.62385 53.30275 52.64220 52.01835 52.99083 52.49541
##  [825] 52.40367 52.45872 52.80734 52.80734 53.00917 53.30275 53.10092 52.01835
##  [833] 52.40367 52.84404 54.00000 51.77982 52.20183 52.20183 52.73394 52.45872
##  [841] 53.43119 53.37615 52.40367 52.62385 52.56881 53.98165 53.00917 52.45872
##  [849] 52.56881 52.99083 52.56881 52.75229 53.54128 53.59633 52.99083 53.00917
##  [857] 51.66972 53.59633 53.30275 52.75229 52.80734 52.18349 53.15596 53.37615
##  [865] 52.40367 53.10092 52.05505 53.10092 53.30275 53.15596 53.15596 52.95413
##  [873] 52.18349 52.05505 52.75229 53.43119 52.01835 53.63303 52.62385 53.35780
##  [881] 53.43119 53.10092 52.23853 52.62385 52.75229 52.99083 52.56881 52.73394
##  [889] 51.87156 52.05505 52.62385 52.75229 53.15596 53.35780 52.05505 52.89908
##  [897] 53.10092 52.01835 53.43119 52.99083 54.73394 53.30275 53.70642 52.75229
##  [905] 53.59633 52.80734 52.40367 53.19266 52.84404 52.75229 52.40367 52.75229
##  [913] 52.89908 52.64220 53.19266 53.19266 53.59633 52.99083 52.40367 53.10092
##  [921] 52.89908 53.30275 53.43119 52.75229 52.49541 52.56881 53.68807 53.00917
##  [929] 53.30275 52.80734 54.38532 52.75229 52.56881 52.67890 53.19266 52.45872
##  [937] 52.12844 52.99083 53.30275 51.61468 53.59633 52.45872 53.76147 54.67890
##  [945] 52.84404 54.56881 52.20183 52.75229 52.84404 52.45872 53.00917 51.68807
##  [953] 52.45872 54.00000 52.67890 53.30275 52.40367 52.75229 52.95413 53.35780
##  [961] 52.80734 52.64220 52.67890 52.73394 52.99083 52.56881 53.35780 53.00917
##  [969] 52.73394 52.67890 52.20183 51.81651 53.37615 52.05505 52.62385 52.49541
##  [977] 53.15596 52.56881 52.20183 52.75229 53.54128 52.56881 54.31193 52.40367
##  [985] 53.74312 52.40367 52.84404 53.30275 53.35780 53.15596 53.00917 52.67890
##  [993] 52.84404 51.77982 53.00917 52.64220 52.95413 52.80734 52.80734 53.37615
hist(NfinalMedia)

I_mediana=median(NfinalMedia);I_mediana
## [1] 52.84404
#EE<-round((1/1000)*sum((NfinalMedia-I_mediana)^2+((1/1000)*sum(NfinalMedia)-I_mediana)^2),2);EE
EE<-round((1/(1000-1))*sum(NfinalMedia-median(IH_trans1))^2+(median(NfinalMedia)-median(IH_trans1))^2,2);EE
## [1] 0.27

grupos

#Datos=Cali[,c(19:34)]

#falta activar incertidumbre

pesos=c(
  #voluntariedad
  0.50,0.50,
  #conocimiento
  0.171,0.220,0.171,0.195,0.244,
  #incertidumbre
  #0.032,0.024,0.024,
  #confianza gubernamental
  0.241,0.276,0.241,0.241,
  #confianza sector salud
  0.438,0.563,
  #confianza medios 
  0.467,0.533,
  #probabilidad de contagio
  0.164,0.145,0.164,0.127,0.109,0.145,0.145,
  #severidad
  0.241,0.276,0.276,0.207,
  #susceptibilidad
  0.222,0.222,0.194,0.167,0.194,
  #cumplimiento
  0.190,0.190,0.190,0.143,0.143,0.143)

PROBABILIDAD DE CONTAGIO

#ProbabilidadContagio=Datos[,c(16:22)]*pesos[c(16:22)];ProbabilidadContagio

temp_K<-c()
lista_vacia <- vector("list", length = 797)
celsius_to_kelvin <- function(temp_C) {
  for (i in 1:7) {
    # temp_K <- temp_C[,i]*vector[i]
    lista_vacia[i]<-data.frame(#temp_C[,i]*vector[i]) 
      Datos[,i]*pesos[i])
    datosnew=lista_vacia[c(1:7)]
  }
  return(datosnew)
};ProbabilidadContagio=data.frame(celsius_to_kelvin(Datos))

IH=rowSums(ProbabilidadContagio[ ,1:7]);IH
##   [1]  7.504  6.528  7.735  7.443  7.089  7.760  7.163 10.322 11.932  4.882
##  [11]  6.052  8.393  7.418  6.881 10.517  5.393  7.882  8.138  9.102 11.408
##  [21] 10.517  5.137  7.504  6.834  9.907  5.712 10.883  9.358  7.590  8.736
##  [31]  9.395  9.187  6.894 10.492  6.978  4.930  7.614 10.737  8.090  9.663
##  [41] 10.897  5.467  5.357  6.174  6.077  5.210  7.748  7.175  6.821  7.858
##  [51]  7.114  7.260  9.469 11.396  7.138 11.432  5.979  9.126  7.566  8.199
##  [61] 10.371  7.102  3.686  7.528  9.029  7.298  8.322  7.931 10.213 10.445
##  [71]  7.760  8.846  7.858  4.002  8.248  7.711  7.931  8.431 10.712  6.614
##  [81]  9.126  9.968  9.297  9.430  5.503  7.809  7.736 10.468 11.615 10.322
##  [91]  4.808  6.065  6.638  7.528  7.614 10.786  8.833  5.808  5.552 11.932
## [101]  9.370  7.199  7.589  9.200 12.787 10.737  4.687  9.249  7.004  7.833
## [111]  8.590  9.615 10.737 10.005  6.589  6.247 10.273 11.371  4.638 10.517
## [121]  5.858 10.884  8.322  8.334  4.150  5.907  9.761  9.273 11.567  4.881
## [131] 10.102 11.322 12.103  5.784  7.809  5.723  7.199 12.787 12.103  7.662
## [141]  9.761  7.772  5.748  8.052 10.347  9.151  6.760  9.761  8.884  7.724
## [151]  7.150  8.761 11.103  7.309  7.566  7.174  8.175  7.370  7.125 12.127
## [161]  8.260 10.919  6.321  8.260  8.553 12.103  8.590  6.174 11.908  7.467
## [171] 11.103 10.225  8.406  5.332 10.700 10.908  9.761  8.077  7.565  7.687
## [181]  8.638  6.076 12.103  5.918 10.005  7.052  5.077  7.089  7.540  5.663
## [191] 11.103 10.493 11.811  4.870 12.103  6.150  9.638  3.345  6.552  8.711
## [201] 11.761  9.785  9.821  9.968  7.029  9.370 10.932  5.468  7.369  8.175
## [211] 11.103  5.797  8.431  9.053  8.724  9.346  8.541  7.577  8.761 11.261
## [221]  7.333  6.980  7.931  8.931  9.468 11.103  7.980  7.760  8.530  7.516
## [231]  5.223  6.869  7.127  7.199  8.760  3.942  3.478  6.564  7.613  6.248
## [241]  9.358  8.773  8.920  7.345  7.052  4.577  6.979 12.103  8.249  8.151
## [251] 10.055  5.955  7.760  5.698  6.833  5.540  7.809  8.223 10.005  9.151
## [261] 10.517  7.882  7.125  5.321  5.613  8.882  7.320  9.785  7.589  6.467
## [271]  7.956  6.601  7.345  7.247  8.103  8.516 12.103 10.712 10.103 11.323
## [281]  8.833  9.639 10.932  7.297  6.382  8.479 10.493 10.639  8.151  8.273
## [291]  8.175  7.418  6.589  6.126  7.063  4.442  6.296  9.383  9.675 12.103
## [301]  5.028  8.273  8.346 10.688 12.103  9.968  6.101  7.784  9.040 10.713
## [311]  9.115 10.541  7.711  8.638 11.006  6.614  9.126  3.417  8.322  8.626
## [321]  7.869  7.516  6.589  5.052  7.540  7.517 11.883  7.566  7.955  5.186
## [331]  8.151  7.882 10.726 10.371  6.028  7.065  8.004  8.809  7.979  2.978
## [341]  7.297  9.492  8.321  7.809  7.516  9.614  9.443  8.846 10.273 12.787
## [351] 10.250  7.394  9.651 11.323  8.992  7.931 11.274 11.603  8.041  8.591
## [361]  7.711  8.980  5.759  7.333  8.590  7.748 11.432  9.346 12.103  7.467
## [371]  7.833 11.761 10.542  7.126  6.784  8.285 12.103  6.454  9.615  7.650
## [381]  7.004  7.674  7.760  8.785 10.213  7.639 10.248  7.431  7.431  7.809
## [391]  7.638  6.101  9.627  5.650 10.615  8.969  6.625 10.493  7.211  7.980
## [401]  8.187  7.005  5.565  9.358  7.089  4.591  6.954  9.273 10.895  7.394
## [411] 12.103  7.773  6.175  4.053  9.419 10.079  6.077  9.419  5.127  6.699
## [421]  6.249  4.493 10.249  8.870  8.419  8.664 12.787  9.224  6.517  8.420
## [431]  9.187 11.177  5.637  6.711 11.713 12.103  7.442  9.369  9.649  6.907
## [441]  7.382  5.088  8.273  9.371  7.712  6.687  6.150  8.688  9.420  7.969
## [451] 10.250 11.421  9.311 12.787  6.589  8.517  8.469 11.201  8.297 12.067
## [461]  8.139  7.931  9.810  6.748  7.395  8.956  9.346  9.371 12.567 11.762
## [471] 12.787  9.456  9.115 10.639 10.079 12.787  8.884  8.748 11.396 10.933
## [481]  8.846 10.250  8.724 11.005  8.248 10.444  8.273  9.944 10.859  8.114
## [491]  8.445 11.396  9.445 11.676 12.287  8.980  7.347  8.883  8.982 10.359
## [501]  5.357 11.859  7.273 10.347  8.615  7.918  8.968  6.956  6.613  8.797
## [511]  6.687  8.395  8.957  6.711  5.492  6.028 10.615 11.652  7.102  9.102
## [521]  9.200  7.882  7.883  6.322  8.883 12.616 12.152  3.124 10.787  8.969
## [531]  8.834  7.822  8.249  8.200  8.493  6.931  6.638  6.272 10.419  7.736
## [541]  9.542  8.468  7.882  9.482 10.725 10.054  8.615  8.249 10.248  7.309
## [551]  9.395 12.787  8.273  5.553  6.882  7.870 10.688  7.553 11.128  3.124
## [561]  6.382  8.566 12.787  9.542  7.249  7.127  9.395  8.310  6.920 10.835
## [571] 10.359 10.872  3.661  8.419  4.357 10.677  8.565  9.895  9.201  9.663
## [581] 10.115 11.201  8.200  9.054  8.615  8.151 10.859  9.640  6.662  7.688
## [591]  8.493 11.225  8.469  9.810  6.930  9.298  8.127  7.187  9.810  8.578
## [601] 11.750  9.603  9.335  8.614  3.491  8.077 10.835  8.371  9.810  7.273
## [611]  7.906 10.139 11.055  9.274 11.055  7.480  6.075  9.396 10.432  9.346
## [621]  6.857  9.116  4.272 11.055 12.787  6.541 10.664  9.273  7.407  6.467
## [631] 11.372  8.492  6.919 12.787  8.419  9.213  9.274 12.787  7.920  5.663
## [641]  2.001  9.932  9.371  8.736  5.661  6.272  7.078 10.957 10.957 12.787
## [651]  9.164  8.664 10.701  9.078  7.176 11.274  9.859  9.616 10.005 12.787
## [661] 10.225  9.566 12.007  9.395 11.006 10.030  6.676 12.616  7.358  9.444
## [671] 12.592  5.176 10.737 12.787 12.787  8.469  8.444  5.247  9.615  7.223
## [681]  8.152  9.140  8.786  7.419 10.750  4.917  8.530  9.639  8.786 10.200
## [691]  8.884 10.787  8.297  8.664  9.615  8.993  9.786  6.565  9.371  8.688
## [701]  5.126 11.226  7.028  9.225  9.956  7.724 12.445 10.250  6.614  9.224
## [711] 11.592 11.616  5.981  8.321 11.201  4.441  8.725  9.737  8.224  9.224
## [721]  8.102  6.603  9.725 10.933  8.395 10.164  9.530  5.576 12.787  8.382
## [731]  6.492  7.992  4.638  8.394  8.224  7.602  7.347  9.347  9.175  8.736
## [741] 10.030 10.371  7.797  9.615  9.018 10.737  8.835  9.687 10.201  9.420
## [751] 10.957  8.469 12.787  9.249  8.395  9.663  9.273 10.030  7.713  9.420
## [761]  7.687  8.895  9.566  9.395  6.589  7.359  7.394  6.443  6.883  4.370
## [771]  6.639  8.273  9.810 11.250  3.661 10.968  8.871 12.787 11.567 12.116
## [781] 10.445 10.359 10.201  9.420 10.787 10.457 11.225  8.554  5.712 10.530
## [791]  4.821 10.445  8.224  8.395  7.882 10.555  7.881
data.frame(IH)
##         IH
## 1    7.504
## 2    6.528
## 3    7.735
## 4    7.443
## 5    7.089
## 6    7.760
## 7    7.163
## 8   10.322
## 9   11.932
## 10   4.882
## 11   6.052
## 12   8.393
## 13   7.418
## 14   6.881
## 15  10.517
## 16   5.393
## 17   7.882
## 18   8.138
## 19   9.102
## 20  11.408
## 21  10.517
## 22   5.137
## 23   7.504
## 24   6.834
## 25   9.907
## 26   5.712
## 27  10.883
## 28   9.358
## 29   7.590
## 30   8.736
## 31   9.395
## 32   9.187
## 33   6.894
## 34  10.492
## 35   6.978
## 36   4.930
## 37   7.614
## 38  10.737
## 39   8.090
## 40   9.663
## 41  10.897
## 42   5.467
## 43   5.357
## 44   6.174
## 45   6.077
## 46   5.210
## 47   7.748
## 48   7.175
## 49   6.821
## 50   7.858
## 51   7.114
## 52   7.260
## 53   9.469
## 54  11.396
## 55   7.138
## 56  11.432
## 57   5.979
## 58   9.126
## 59   7.566
## 60   8.199
## 61  10.371
## 62   7.102
## 63   3.686
## 64   7.528
## 65   9.029
## 66   7.298
## 67   8.322
## 68   7.931
## 69  10.213
## 70  10.445
## 71   7.760
## 72   8.846
## 73   7.858
## 74   4.002
## 75   8.248
## 76   7.711
## 77   7.931
## 78   8.431
## 79  10.712
## 80   6.614
## 81   9.126
## 82   9.968
## 83   9.297
## 84   9.430
## 85   5.503
## 86   7.809
## 87   7.736
## 88  10.468
## 89  11.615
## 90  10.322
## 91   4.808
## 92   6.065
## 93   6.638
## 94   7.528
## 95   7.614
## 96  10.786
## 97   8.833
## 98   5.808
## 99   5.552
## 100 11.932
## 101  9.370
## 102  7.199
## 103  7.589
## 104  9.200
## 105 12.787
## 106 10.737
## 107  4.687
## 108  9.249
## 109  7.004
## 110  7.833
## 111  8.590
## 112  9.615
## 113 10.737
## 114 10.005
## 115  6.589
## 116  6.247
## 117 10.273
## 118 11.371
## 119  4.638
## 120 10.517
## 121  5.858
## 122 10.884
## 123  8.322
## 124  8.334
## 125  4.150
## 126  5.907
## 127  9.761
## 128  9.273
## 129 11.567
## 130  4.881
## 131 10.102
## 132 11.322
## 133 12.103
## 134  5.784
## 135  7.809
## 136  5.723
## 137  7.199
## 138 12.787
## 139 12.103
## 140  7.662
## 141  9.761
## 142  7.772
## 143  5.748
## 144  8.052
## 145 10.347
## 146  9.151
## 147  6.760
## 148  9.761
## 149  8.884
## 150  7.724
## 151  7.150
## 152  8.761
## 153 11.103
## 154  7.309
## 155  7.566
## 156  7.174
## 157  8.175
## 158  7.370
## 159  7.125
## 160 12.127
## 161  8.260
## 162 10.919
## 163  6.321
## 164  8.260
## 165  8.553
## 166 12.103
## 167  8.590
## 168  6.174
## 169 11.908
## 170  7.467
## 171 11.103
## 172 10.225
## 173  8.406
## 174  5.332
## 175 10.700
## 176 10.908
## 177  9.761
## 178  8.077
## 179  7.565
## 180  7.687
## 181  8.638
## 182  6.076
## 183 12.103
## 184  5.918
## 185 10.005
## 186  7.052
## 187  5.077
## 188  7.089
## 189  7.540
## 190  5.663
## 191 11.103
## 192 10.493
## 193 11.811
## 194  4.870
## 195 12.103
## 196  6.150
## 197  9.638
## 198  3.345
## 199  6.552
## 200  8.711
## 201 11.761
## 202  9.785
## 203  9.821
## 204  9.968
## 205  7.029
## 206  9.370
## 207 10.932
## 208  5.468
## 209  7.369
## 210  8.175
## 211 11.103
## 212  5.797
## 213  8.431
## 214  9.053
## 215  8.724
## 216  9.346
## 217  8.541
## 218  7.577
## 219  8.761
## 220 11.261
## 221  7.333
## 222  6.980
## 223  7.931
## 224  8.931
## 225  9.468
## 226 11.103
## 227  7.980
## 228  7.760
## 229  8.530
## 230  7.516
## 231  5.223
## 232  6.869
## 233  7.127
## 234  7.199
## 235  8.760
## 236  3.942
## 237  3.478
## 238  6.564
## 239  7.613
## 240  6.248
## 241  9.358
## 242  8.773
## 243  8.920
## 244  7.345
## 245  7.052
## 246  4.577
## 247  6.979
## 248 12.103
## 249  8.249
## 250  8.151
## 251 10.055
## 252  5.955
## 253  7.760
## 254  5.698
## 255  6.833
## 256  5.540
## 257  7.809
## 258  8.223
## 259 10.005
## 260  9.151
## 261 10.517
## 262  7.882
## 263  7.125
## 264  5.321
## 265  5.613
## 266  8.882
## 267  7.320
## 268  9.785
## 269  7.589
## 270  6.467
## 271  7.956
## 272  6.601
## 273  7.345
## 274  7.247
## 275  8.103
## 276  8.516
## 277 12.103
## 278 10.712
## 279 10.103
## 280 11.323
## 281  8.833
## 282  9.639
## 283 10.932
## 284  7.297
## 285  6.382
## 286  8.479
## 287 10.493
## 288 10.639
## 289  8.151
## 290  8.273
## 291  8.175
## 292  7.418
## 293  6.589
## 294  6.126
## 295  7.063
## 296  4.442
## 297  6.296
## 298  9.383
## 299  9.675
## 300 12.103
## 301  5.028
## 302  8.273
## 303  8.346
## 304 10.688
## 305 12.103
## 306  9.968
## 307  6.101
## 308  7.784
## 309  9.040
## 310 10.713
## 311  9.115
## 312 10.541
## 313  7.711
## 314  8.638
## 315 11.006
## 316  6.614
## 317  9.126
## 318  3.417
## 319  8.322
## 320  8.626
## 321  7.869
## 322  7.516
## 323  6.589
## 324  5.052
## 325  7.540
## 326  7.517
## 327 11.883
## 328  7.566
## 329  7.955
## 330  5.186
## 331  8.151
## 332  7.882
## 333 10.726
## 334 10.371
## 335  6.028
## 336  7.065
## 337  8.004
## 338  8.809
## 339  7.979
## 340  2.978
## 341  7.297
## 342  9.492
## 343  8.321
## 344  7.809
## 345  7.516
## 346  9.614
## 347  9.443
## 348  8.846
## 349 10.273
## 350 12.787
## 351 10.250
## 352  7.394
## 353  9.651
## 354 11.323
## 355  8.992
## 356  7.931
## 357 11.274
## 358 11.603
## 359  8.041
## 360  8.591
## 361  7.711
## 362  8.980
## 363  5.759
## 364  7.333
## 365  8.590
## 366  7.748
## 367 11.432
## 368  9.346
## 369 12.103
## 370  7.467
## 371  7.833
## 372 11.761
## 373 10.542
## 374  7.126
## 375  6.784
## 376  8.285
## 377 12.103
## 378  6.454
## 379  9.615
## 380  7.650
## 381  7.004
## 382  7.674
## 383  7.760
## 384  8.785
## 385 10.213
## 386  7.639
## 387 10.248
## 388  7.431
## 389  7.431
## 390  7.809
## 391  7.638
## 392  6.101
## 393  9.627
## 394  5.650
## 395 10.615
## 396  8.969
## 397  6.625
## 398 10.493
## 399  7.211
## 400  7.980
## 401  8.187
## 402  7.005
## 403  5.565
## 404  9.358
## 405  7.089
## 406  4.591
## 407  6.954
## 408  9.273
## 409 10.895
## 410  7.394
## 411 12.103
## 412  7.773
## 413  6.175
## 414  4.053
## 415  9.419
## 416 10.079
## 417  6.077
## 418  9.419
## 419  5.127
## 420  6.699
## 421  6.249
## 422  4.493
## 423 10.249
## 424  8.870
## 425  8.419
## 426  8.664
## 427 12.787
## 428  9.224
## 429  6.517
## 430  8.420
## 431  9.187
## 432 11.177
## 433  5.637
## 434  6.711
## 435 11.713
## 436 12.103
## 437  7.442
## 438  9.369
## 439  9.649
## 440  6.907
## 441  7.382
## 442  5.088
## 443  8.273
## 444  9.371
## 445  7.712
## 446  6.687
## 447  6.150
## 448  8.688
## 449  9.420
## 450  7.969
## 451 10.250
## 452 11.421
## 453  9.311
## 454 12.787
## 455  6.589
## 456  8.517
## 457  8.469
## 458 11.201
## 459  8.297
## 460 12.067
## 461  8.139
## 462  7.931
## 463  9.810
## 464  6.748
## 465  7.395
## 466  8.956
## 467  9.346
## 468  9.371
## 469 12.567
## 470 11.762
## 471 12.787
## 472  9.456
## 473  9.115
## 474 10.639
## 475 10.079
## 476 12.787
## 477  8.884
## 478  8.748
## 479 11.396
## 480 10.933
## 481  8.846
## 482 10.250
## 483  8.724
## 484 11.005
## 485  8.248
## 486 10.444
## 487  8.273
## 488  9.944
## 489 10.859
## 490  8.114
## 491  8.445
## 492 11.396
## 493  9.445
## 494 11.676
## 495 12.287
## 496  8.980
## 497  7.347
## 498  8.883
## 499  8.982
## 500 10.359
## 501  5.357
## 502 11.859
## 503  7.273
## 504 10.347
## 505  8.615
## 506  7.918
## 507  8.968
## 508  6.956
## 509  6.613
## 510  8.797
## 511  6.687
## 512  8.395
## 513  8.957
## 514  6.711
## 515  5.492
## 516  6.028
## 517 10.615
## 518 11.652
## 519  7.102
## 520  9.102
## 521  9.200
## 522  7.882
## 523  7.883
## 524  6.322
## 525  8.883
## 526 12.616
## 527 12.152
## 528  3.124
## 529 10.787
## 530  8.969
## 531  8.834
## 532  7.822
## 533  8.249
## 534  8.200
## 535  8.493
## 536  6.931
## 537  6.638
## 538  6.272
## 539 10.419
## 540  7.736
## 541  9.542
## 542  8.468
## 543  7.882
## 544  9.482
## 545 10.725
## 546 10.054
## 547  8.615
## 548  8.249
## 549 10.248
## 550  7.309
## 551  9.395
## 552 12.787
## 553  8.273
## 554  5.553
## 555  6.882
## 556  7.870
## 557 10.688
## 558  7.553
## 559 11.128
## 560  3.124
## 561  6.382
## 562  8.566
## 563 12.787
## 564  9.542
## 565  7.249
## 566  7.127
## 567  9.395
## 568  8.310
## 569  6.920
## 570 10.835
## 571 10.359
## 572 10.872
## 573  3.661
## 574  8.419
## 575  4.357
## 576 10.677
## 577  8.565
## 578  9.895
## 579  9.201
## 580  9.663
## 581 10.115
## 582 11.201
## 583  8.200
## 584  9.054
## 585  8.615
## 586  8.151
## 587 10.859
## 588  9.640
## 589  6.662
## 590  7.688
## 591  8.493
## 592 11.225
## 593  8.469
## 594  9.810
## 595  6.930
## 596  9.298
## 597  8.127
## 598  7.187
## 599  9.810
## 600  8.578
## 601 11.750
## 602  9.603
## 603  9.335
## 604  8.614
## 605  3.491
## 606  8.077
## 607 10.835
## 608  8.371
## 609  9.810
## 610  7.273
## 611  7.906
## 612 10.139
## 613 11.055
## 614  9.274
## 615 11.055
## 616  7.480
## 617  6.075
## 618  9.396
## 619 10.432
## 620  9.346
## 621  6.857
## 622  9.116
## 623  4.272
## 624 11.055
## 625 12.787
## 626  6.541
## 627 10.664
## 628  9.273
## 629  7.407
## 630  6.467
## 631 11.372
## 632  8.492
## 633  6.919
## 634 12.787
## 635  8.419
## 636  9.213
## 637  9.274
## 638 12.787
## 639  7.920
## 640  5.663
## 641  2.001
## 642  9.932
## 643  9.371
## 644  8.736
## 645  5.661
## 646  6.272
## 647  7.078
## 648 10.957
## 649 10.957
## 650 12.787
## 651  9.164
## 652  8.664
## 653 10.701
## 654  9.078
## 655  7.176
## 656 11.274
## 657  9.859
## 658  9.616
## 659 10.005
## 660 12.787
## 661 10.225
## 662  9.566
## 663 12.007
## 664  9.395
## 665 11.006
## 666 10.030
## 667  6.676
## 668 12.616
## 669  7.358
## 670  9.444
## 671 12.592
## 672  5.176
## 673 10.737
## 674 12.787
## 675 12.787
## 676  8.469
## 677  8.444
## 678  5.247
## 679  9.615
## 680  7.223
## 681  8.152
## 682  9.140
## 683  8.786
## 684  7.419
## 685 10.750
## 686  4.917
## 687  8.530
## 688  9.639
## 689  8.786
## 690 10.200
## 691  8.884
## 692 10.787
## 693  8.297
## 694  8.664
## 695  9.615
## 696  8.993
## 697  9.786
## 698  6.565
## 699  9.371
## 700  8.688
## 701  5.126
## 702 11.226
## 703  7.028
## 704  9.225
## 705  9.956
## 706  7.724
## 707 12.445
## 708 10.250
## 709  6.614
## 710  9.224
## 711 11.592
## 712 11.616
## 713  5.981
## 714  8.321
## 715 11.201
## 716  4.441
## 717  8.725
## 718  9.737
## 719  8.224
## 720  9.224
## 721  8.102
## 722  6.603
## 723  9.725
## 724 10.933
## 725  8.395
## 726 10.164
## 727  9.530
## 728  5.576
## 729 12.787
## 730  8.382
## 731  6.492
## 732  7.992
## 733  4.638
## 734  8.394
## 735  8.224
## 736  7.602
## 737  7.347
## 738  9.347
## 739  9.175
## 740  8.736
## 741 10.030
## 742 10.371
## 743  7.797
## 744  9.615
## 745  9.018
## 746 10.737
## 747  8.835
## 748  9.687
## 749 10.201
## 750  9.420
## 751 10.957
## 752  8.469
## 753 12.787
## 754  9.249
## 755  8.395
## 756  9.663
## 757  9.273
## 758 10.030
## 759  7.713
## 760  9.420
## 761  7.687
## 762  8.895
## 763  9.566
## 764  9.395
## 765  6.589
## 766  7.359
## 767  7.394
## 768  6.443
## 769  6.883
## 770  4.370
## 771  6.639
## 772  8.273
## 773  9.810
## 774 11.250
## 775  3.661
## 776 10.968
## 777  8.871
## 778 12.787
## 779 11.567
## 780 12.116
## 781 10.445
## 782 10.359
## 783 10.201
## 784  9.420
## 785 10.787
## 786 10.457
## 787 11.225
## 788  8.554
## 789  5.712
## 790 10.530
## 791  4.821
## 792 10.445
## 793  8.224
## 794  8.395
## 795  7.882
## 796 10.555
## 797  7.881
IH_MIN=min(IH)
IH_MAX=max(IH)

IH_trans61=((IH-IH_MIN)/(IH_MAX-IH_MIN))*100

summary(IH_trans61)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    0.00   49.10   60.53   61.01   74.21  100.00
round(sd(IH_trans61),2)
## [1] 18.75
#hist(IH_trans6,col="azure2",xlab="IPPC",main = "Distribución de IPPC",freq = FALSE,ylim = c(0,0.035))
#ERROR

NfinalMedia<-c() ##En este vector se estan almacenando las proporciones, osea, cada repeticion bootstrap
for (i in 1:1000) {
  #Datos=CaliyPalmira[,-c(8:10)] #Este es cuando junté todo y solo quité la incertidumbre
  #Datos=Cali[,-c(8:10,41,42)]
  Datos=Cali[,c(19:34)]
  #N<-Datos[sample(nrow(Datos),replace = TRUE)]
  temp_K<-c()
  lista_vacia <- vector("list", length = length(Datos))
  celsius_to_kelvin <- function(temp_C) {
    for (i in 1:7) {
      # temp_K <- temp_C[,i]*vector[i]
      lista_vacia[i]<-data.frame(#temp_C[,i]*vector[i]) 
        Datos[,i]*pesos[i])
      datosnew=lista_vacia[c(1:7)]
    }
    return(datosnew)
  };IHPRG1=data.frame(celsius_to_kelvin(Datos))
  IH<-rowSums(IHPRG1[ ,1:7])
  data.frame(IH)
  IH_MIN<-min(IH)
  IH_MAX<-max(IH)
  IH_trans<-((IH-IH_MIN)/(IH_MAX-IH_MIN))*100
  NfinalMedia[i]=median(sample(IH_trans,replace=T))
}; NfinalMedia
##    [1] 60.86594 59.73484 61.53347 59.27128 60.85667 59.96662 59.50306 60.40237
##    [9] 59.96662 61.32023 61.08845 60.85667 61.32023 59.28055 60.05934 59.61431
##   [17] 59.50306 60.63416 60.18913 59.28055 59.73484 59.96662 60.17986 60.18913
##   [25] 60.86594 59.61431 60.05934 60.18913 60.18913 59.50306 59.96662 61.53347
##   [33] 60.86594 60.85667 61.08845 61.08845 61.31096 59.96662 62.44205 59.96662
##   [41] 59.50306 61.77452 59.95735 59.38253 61.53347 59.96662 61.32023 60.75468
##   [49] 60.74541 59.96662 60.41164 60.41164 59.50306 60.41164 60.17986 59.28055
##   [57] 60.41164 62.66457 61.42221 60.18913 61.32023 61.53347 60.53217 60.75468
##   [65] 60.53217 60.18913 61.77452 61.77452 60.53217 59.95735 60.17986 60.74541
##   [73] 59.96662 60.18913 59.96662 58.49249 58.59447 60.75468 60.17986 59.61431
##   [81] 60.41164 59.96662 60.63416 60.18913 60.18913 61.08845 59.96662 60.85667
##   [89] 60.97719 59.96662 62.33080 61.53347 60.63416 59.50306 61.42221 60.40237
##   [97] 60.40237 60.97719 60.53217 60.05934 60.85667 61.08845 59.96662 61.99703
##  [105] 60.63416 60.97719 61.32023 60.18913 61.08845 59.50306 61.08845 60.86594
##  [113] 60.53217 62.21027 60.97719 62.34007 61.77452 59.96662 59.28055 60.41164
##  [121] 62.89635 59.96662 58.71500 61.32023 61.32023 59.50306 59.61431 59.38253
##  [129] 59.95735 61.09772 59.51233 59.28055 61.09772 59.51233 61.09772 60.74541
##  [137] 61.32023 60.86594 60.85667 60.74541 60.18913 59.61431 60.63416 59.74411
##  [145] 59.96662 61.08845 59.51233 59.61431 59.74411 60.40237 60.18913 59.96662
##  [153] 59.51233 59.95735 61.53347 59.96662 60.17986 61.32023 60.05934 60.97719
##  [161] 61.09772 63.11886 59.50306 59.96662 61.77452 60.85667 59.96662 61.32023
##  [169] 60.97719 61.32023 60.63416 58.60375 59.96662 61.42221 60.75468 59.16002
##  [177] 59.73484 61.32023 60.75468 60.74541 59.27128 60.17986 59.51233 60.53217
##  [185] 59.28055 59.74411 60.05934 60.41164 60.41164 60.18913 59.96662 59.96662
##  [193] 59.95735 61.09772 60.17986 61.32023 60.40237 60.63416 61.32023 62.90562
##  [201] 59.96662 61.08845 60.75468 59.50306 58.71500 59.51233 60.75468 60.74541
##  [209] 60.74541 61.08845 62.67384 60.97719 60.53217 59.96662 60.63416 60.74541
##  [217] 61.32023 60.53217 60.41164 61.42221 60.74541 60.74541 61.08845 59.96662
##  [225] 61.42221 59.74411 60.40237 62.55331 60.41164 59.28055 60.17986 60.97719
##  [233] 60.97719 60.63416 60.53217 59.96662 60.74541 61.53347 60.18913 60.53217
##  [241] 61.31096 59.50306 60.40237 59.61431 58.59447 61.32023 60.05934 60.18913
##  [249] 60.17986 59.96662 60.74541 60.97719 61.08845 60.74541 61.08845 59.73484
##  [257] 60.75468 62.90562 60.75468 61.08845 60.63416 60.40237 61.08845 61.77452
##  [265] 60.41164 61.99703 60.40237 61.31096 60.63416 60.86594 60.40237 59.96662
##  [273] 61.08845 60.63416 59.95735 60.40237 60.17986 61.32023 62.34007 61.32023
##  [281] 60.75468 61.53347 60.75468 60.18913 60.53217 61.77452 61.08845 59.61431
##  [289] 60.53217 60.97719 59.96662 61.32023 59.96662 58.82626 60.41164 60.40237
##  [297] 60.86594 60.53217 61.99703 61.09772 59.74411 60.53217 61.32023 60.05934
##  [305] 60.53217 61.77452 59.96662 59.96662 60.53217 59.73484 60.17986 59.73484
##  [313] 59.26201 60.40237 58.71500 59.50306 61.32023 60.75468 59.50306 59.50306
##  [321] 58.59447 59.61431 60.41164 62.34007 60.75468 58.59447 62.66457 60.18913
##  [329] 59.61431 59.50306 61.77452 61.08845 61.08845 62.44205 59.28055 60.97719
##  [337] 60.53217 59.50306 58.14945 61.08845 62.89635 59.50306 60.40237 59.51233
##  [345] 60.05934 59.50306 60.85667 60.53217 60.18913 61.32023 59.51233 60.85667
##  [353] 61.31096 59.50306 61.08845 61.08845 60.41164 58.59447 60.86594 60.05934
##  [361] 61.77452 61.42221 59.50306 61.53347 59.16002 61.32023 62.21027 60.18913
##  [369] 61.32023 61.53347 59.96662 59.05804 61.53347 61.08845 59.96662 59.96662
##  [377] 60.53217 59.50306 59.51233 58.82626 61.09772 60.97719 60.41164 60.74541
##  [385] 60.63416 59.28055 60.85667 59.74411 60.86594 59.73484 59.50306 60.86594
##  [393] 59.05804 59.50306 60.40237 60.63416 60.63416 60.18913 61.77452 60.85667
##  [401] 60.53217 60.74541 60.75468 59.61431 59.96662 62.44205 59.74411 61.08845
##  [409] 60.53217 60.18913 60.18913 62.44205 60.41164 59.61431 60.18913 60.53217
##  [417] 60.53217 59.50306 60.41164 60.75468 60.63416 61.77452 59.50306 61.08845
##  [425] 61.08845 61.08845 60.74541 60.05934 60.40237 60.05934 60.63416 60.85667
##  [433] 61.31096 59.50306 59.95735 59.95735 59.96662 59.51233 61.08845 60.85667
##  [441] 59.95735 61.77452 61.08845 60.18913 59.61431 59.73484 60.75468 59.50306
##  [449] 62.33080 60.97719 61.77452 61.53347 59.74411 59.50306 59.61431 61.09772
##  [457] 59.26201 60.05934 59.96662 60.05934 61.31096 61.08845 60.40237 59.96662
##  [465] 59.51233 60.53217 61.09772 61.53347 60.53217 61.08845 59.96662 59.38253
##  [473] 60.53217 60.18913 61.08845 60.53217 60.53217 59.74411 61.09772 60.18913
##  [481] 60.17986 62.55331 60.41164 61.08845 59.73484 61.08845 59.95735 61.42221
##  [489] 60.40237 61.09772 60.97719 62.44205 60.40237 59.96662 61.08845 60.75468
##  [497] 59.96662 61.08845 60.40237 61.08845 60.74541 59.96662 61.08845 60.63416
##  [505] 59.73484 59.50306 59.96662 60.75468 59.28055 60.17986 60.17986 59.50306
##  [513] 59.16002 60.74541 59.28055 61.99703 60.75468 59.73484 60.63416 59.28055
##  [521] 59.28055 60.63416 59.74411 60.85667 61.09772 59.61431 59.73484 61.99703
##  [529] 62.33080 59.61431 61.32023 61.77452 61.08845 60.18913 62.78509 62.90562
##  [537] 60.85667 59.50306 61.53347 60.41164 60.05934 60.75468 60.53217 60.75468
##  [545] 61.32023 61.53347 60.85667 61.32023 61.53347 60.74541 60.75468 60.53217
##  [553] 59.50306 62.34007 60.40237 60.17986 61.08845 60.53217 59.61431 60.75468
##  [561] 58.60375 61.08845 62.21027 59.96662 59.96662 60.40237 62.33080 60.86594
##  [569] 60.97719 61.42221 61.32023 60.85667 61.09772 61.08845 61.08845 59.28055
##  [577] 60.40237 61.32023 60.53217 60.41164 61.08845 59.73484 59.50306 59.51233
##  [585] 59.50306 59.50306 60.53217 59.61431 61.77452 59.73484 59.96662 62.33080
##  [593] 61.32023 59.61431 60.75468 61.08845 58.60375 60.75468 61.08845 61.32023
##  [601] 59.74411 59.38253 59.26201 59.28055 61.32023 60.41164 59.61431 60.18913
##  [609] 60.18913 61.32023 60.85667 60.18913 59.96662 59.28055 61.32023 59.73484
##  [617] 61.77452 59.61431 61.32023 59.96662 61.77452 61.08845 60.41164 60.75468
##  [625] 59.96662 61.32023 62.33080 60.41164 61.31096 61.08845 59.96662 59.74411
##  [633] 61.08845 60.63416 60.17986 59.96662 59.61431 61.09772 60.97719 59.74411
##  [641] 59.51233 59.95735 59.51233 60.53217 61.42221 59.50306 59.96662 60.63416
##  [649] 60.97719 60.85667 60.85667 59.96662 60.63416 60.18913 60.53217 60.53217
##  [657] 59.96662 60.17986 59.96662 60.97719 61.99703 59.74411 60.97719 61.09772
##  [665] 60.05934 61.77452 61.09772 59.96662 62.21027 62.33080 60.41164 59.96662
##  [673] 59.96662 60.53217 59.96662 61.53347 60.41164 60.18913 60.75468 60.86594
##  [681] 59.50306 59.96662 61.32023 60.17986 60.41164 60.85667 61.08845 60.41164
##  [689] 60.86594 61.08845 61.09772 59.51233 60.63416 60.18913 61.08845 60.41164
##  [697] 59.96662 59.96662 59.95735 61.32023 58.59447 59.50306 60.74541 61.08845
##  [705] 61.08845 59.50306 60.53217 58.60375 60.17986 62.67384 60.74541 60.18913
##  [713] 60.53217 61.32023 60.85667 60.05934 61.08845 60.63416 59.95735 60.97719
##  [721] 61.08845 62.55331 59.96662 61.09772 61.08845 59.51233 60.74541 60.17986
##  [729] 60.41164 60.05934 60.05934 61.77452 60.97719 59.05804 60.41164 61.53347
##  [737] 61.77452 59.38253 59.95735 60.97719 59.74411 61.08845 59.51233 60.63416
##  [745] 60.17986 60.86594 59.96662 60.53217 60.53217 60.18913 61.32023 60.97719
##  [753] 60.41164 60.05934 60.75468 59.95735 60.75468 61.09772 61.09772 61.08845
##  [761] 59.96662 61.42221 59.38253 61.08845 61.32023 59.74411 62.67384 61.99703
##  [769] 59.96662 62.66457 62.44205 60.18913 62.34007 59.27128 60.18913 59.73484
##  [777] 60.41164 60.75468 59.96662 59.61431 59.96662 61.08845 59.16002 60.18913
##  [785] 60.53217 60.86594 60.97719 61.08845 59.96662 60.85667 60.75468 60.97719
##  [793] 60.86594 59.96662 60.86594 61.08845 60.18913 60.74541 59.96662 60.05934
##  [801] 61.31096 60.53217 58.71500 60.85667 60.85667 60.05934 59.50306 60.97719
##  [809] 60.97719 61.32023 59.74411 60.85667 60.85667 62.44205 62.34007 60.85667
##  [817] 60.53217 58.02893 60.85667 60.53217 61.31096 60.75468 60.17986 60.63416
##  [825] 60.86594 60.18913 60.86594 60.17986 61.53347 58.82626 60.05934 60.85667
##  [833] 61.77452 61.77452 61.08845 60.75468 59.05804 61.31096 61.53347 61.08845
##  [841] 60.86594 60.40237 61.08845 61.77452 60.41164 60.41164 61.32023 58.02893
##  [849] 61.08845 60.75468 60.18913 60.18913 59.96662 59.74411 59.73484 60.74541
##  [857] 60.40237 59.96662 59.96662 58.60375 60.17986 61.09772 61.08845 59.96662
##  [865] 59.96662 58.82626 60.17986 59.50306 61.42221 60.18913 60.18913 59.38253
##  [873] 60.17986 59.74411 62.33080 62.34007 60.97719 59.61431 60.75468 60.17986
##  [881] 60.86594 61.08845 60.53217 61.08845 59.96662 61.77452 60.40237 61.53347
##  [889] 60.97719 59.38253 59.50306 61.32023 61.32023 59.28055 59.28055 60.53217
##  [897] 59.50306 60.86594 61.53347 60.86594 60.75468 59.51233 60.53217 59.16002
##  [905] 59.96662 59.96662 60.74541 61.32023 61.77452 61.32023 60.97719 59.50306
##  [913] 61.08845 59.50306 58.82626 63.00760 60.63416 60.05934 61.53347 61.09772
##  [921] 62.21027 61.08845 59.50306 60.53217 59.74411 59.50306 59.96662 59.50306
##  [929] 59.51233 61.09772 60.63416 60.17986 61.08845 60.85667 61.08845 60.40237
##  [937] 61.42221 59.96662 59.96662 61.32023 59.28055 61.77452 60.63416 59.74411
##  [945] 60.75468 60.18913 59.28055 59.28055 59.16002 60.75468 59.74411 61.08845
##  [953] 59.50306 60.75468 59.96662 60.18913 61.77452 59.96662 59.96662 61.08845
##  [961] 60.17986 60.53217 62.67384 61.77452 61.08845 61.99703 59.96662 59.74411
##  [969] 60.40237 59.96662 59.28055 61.31096 60.74541 60.40237 61.32023 59.50306
##  [977] 60.53217 59.61431 61.32023 60.86594 59.28055 59.38253 61.32023 60.18913
##  [985] 59.73484 60.18913 61.09772 58.49249 60.53217 60.86594 59.28055 61.77452
##  [993] 59.38253 61.77452 60.53217 60.53217 60.18913 60.53217 61.77452 60.18913
hist(NfinalMedia)

I_mediana=median(NfinalMedia);
I_ref=61.22
#EE=I_ref-round(I_mediana,3);EE

#EE<-round((1/1000)*sum((NfinalMedia-I_mediana)^2+((1/1000)*sum(NfinalMedia)-I_mediana)^2),2);EE
EE<-round((1/(1000-1))*sum(NfinalMedia-median(IH_trans61))^2+(median(NfinalMedia)-median(IH_trans61))^2,2);EE
## [1] 0.22

SEVERIDAD

#--------------------------------severidad-----------------------------------

#severidad=Datos[,c(23:26)]*pesos[c(23:26)];severidad 

temp_K<-c()
lista_vacia <- vector("list", length = 797)
celsius_to_kelvin <- function(temp_C) {
  for (i in 8:11) {
    # temp_K <- temp_C[,i]*vector[i]
    lista_vacia[i]<-data.frame(#temp_C[,i]*vector[i]) 
      Datos[,i]*pesos[i])
    datosnew=lista_vacia[c(8:11)]
  }
  return(datosnew)
};severidad=data.frame(celsius_to_kelvin(Datos))

IH=rowSums(severidad[ ,1:4]);IH
##   [1] 3.514 2.962 3.996 3.203 4.272 5.030 3.720 4.478 4.684 2.927 6.235 3.514
##  [13] 4.031 3.996 3.720 3.479 2.721 4.031 5.477 2.721 5.201 4.307 3.479 3.650
##  [25] 3.308 5.442 1.516 2.480 2.686 3.273 4.513 4.513 2.756 4.789 5.271 2.962
##  [37] 3.273 5.477 4.237 4.272 5.889 2.721 6.200 4.031 3.514 2.204 2.756 3.479
##  [49] 2.550 3.755 3.444 3.514 2.239 4.719 4.960 3.032 3.479 3.238 2.445 2.239
##  [61] 6.029 3.444 2.756 2.756 3.961 3.238 4.995 2.791 5.994 6.752 4.925 2.239
##  [73] 3.996 1.481 1.792 5.753 2.239 4.513 6.476 4.237 4.960 3.755 5.442 3.479
##  [85] 3.720 6.029 2.239 3.238 4.307 2.239 3.479 4.513 3.996 4.754 2.962 5.236
##  [97] 3.755 2.721 3.996 3.032 6.752 1.998 3.238 3.238 6.993 5.718 5.547 5.306
## [109] 4.754 4.960 5.994 5.236 4.754 5.959 3.720 4.237 2.686 5.477 4.513 4.960
## [121] 5.959 5.753 5.201 6.270 1.722 4.960 4.478 4.478 5.236 2.480 4.995 4.478
## [133] 2.997 1.516 4.719 2.962 3.273 5.201 3.067 1.998 6.270 3.273 5.512 4.272
## [145] 4.101 3.479 4.307 0.999 4.202 4.272 2.033 4.373 6.717 2.962 5.924 4.202
## [157] 5.753 3.238 3.996 4.824 4.478 6.441 4.237 3.514 4.754 5.547 4.995 3.720
## [169] 5.442 3.479 6.993 5.477 3.755 2.756 4.272 3.996 2.239 6.165 3.996 4.478
## [181] 5.065 4.478 6.993 4.719 5.477 4.719 5.271 3.790 4.719 4.960 3.961 4.478
## [193] 1.481 4.995 6.993 4.443 3.514 5.306 1.998 5.442 2.550 4.478 3.238 6.476
## [205] 4.995 5.959 3.479 6.993 4.272 5.547 6.993 3.273 6.029 4.684 3.996 4.031
## [217] 4.995 4.443 3.685 4.960 3.996 5.030 4.237 5.547 4.272 1.481 3.996 1.998
## [229] 2.721 3.961 6.476 5.477 4.031 3.168 3.996 2.239 1.481 4.478 2.515 2.204
## [241] 4.754 3.755 4.272 3.479 2.756 2.721 5.166 4.960 2.997 6.200 1.792 3.514
## [253] 5.477 4.307 5.442 3.479 4.478 1.757 5.477 3.996 4.995 4.478 3.996 2.962
## [265] 4.995 4.754 2.997 3.926 4.789 2.997 4.995 3.479 2.721 3.273 1.757 3.720
## [277] 3.479 4.754 5.201 3.996 3.996 5.477 5.236 4.237 4.167 3.996 4.789 1.998
## [289] 5.477 5.994 4.719 6.511 3.961 4.513 3.273 2.239 3.514 4.960 4.237 6.993
## [301] 3.961 4.754 1.757 3.444 4.754 3.755 3.755 3.996 4.583 5.236 3.996 5.788
## [313] 1.516 3.479 5.030 3.996 3.479 2.445 5.236 2.721 5.994 5.271 3.238 2.962
## [325] 3.996 6.441 4.513 3.755 4.478 3.479 4.960 3.961 5.477 6.029 5.959 3.961
## [337] 4.202 6.511 3.273 1.481 3.891 3.238 3.720 3.755 4.272 3.238 1.516 4.272
## [349] 4.478 4.719 5.236 3.720 2.515 4.719 4.272 2.721 6.270 1.757 2.962 5.477
## [361] 5.030 5.271 3.961 2.239 4.443 4.167 4.684 2.204 6.993 3.755 4.478 3.168
## [373] 5.753 3.755 6.235 4.960 6.993 1.998 2.721 4.995 3.720 6.511 3.238 4.995
## [385] 5.683 4.202 5.030 2.721 3.273 4.754 3.273 3.961 4.960 1.516 2.756 4.307
## [397] 3.514 3.273 3.238 3.755 4.237 4.408 1.722 3.685 3.514 2.204 2.033 3.203
## [409] 4.719 3.996 6.270 5.271 5.236 5.477 4.031 5.788 4.513 4.031 3.238 4.272
## [421] 4.478 3.409 5.683 6.235 6.993 5.924 6.029 4.478 4.443 5.959 4.925 6.270
## [433] 3.755 3.549 6.993 6.441 4.443 2.515 4.237 3.720 3.720 2.997 3.755 6.441
## [445] 1.998 3.755 5.788 4.272 4.960 5.477 2.756 6.270 6.029 3.514 4.237 4.649
## [457] 5.477 5.306 4.202 5.236 1.998 3.996 3.996 2.721 3.996 3.996 3.514 4.960
## [469] 6.752 4.478 6.993 3.790 2.756 5.547 3.755 3.409 6.993 4.960 2.480 2.962
## [481] 3.961 5.994 3.032 3.203 3.996 2.274 5.477 5.512 5.547 3.238 4.237 4.272
## [493] 1.998 3.203 4.995 4.754 4.202 4.995 3.479 5.236 2.239 6.993 4.478 0.999
## [505] 2.480 4.513 3.685 2.239 2.239 2.515 1.998 4.995 3.755 4.513 3.168 2.721
## [517] 5.994 2.756 3.479 2.756 2.239 5.547 2.756 3.961 5.512 4.272 4.513 2.962
## [529] 1.963 3.032 3.996 3.720 3.996 3.720 2.962 3.203 2.962 2.686 4.719 3.996
## [541] 1.998 3.961 6.993 4.925 6.476 5.236 4.443 4.237 4.478 3.720 3.996 3.996
## [553] 3.996 3.755 3.273 5.065 3.444 2.997 3.996 0.999 3.720 2.721 3.685 2.480
## [565] 5.236 2.239 4.031 3.203 3.825 2.721 3.755 5.512 6.993 4.478 2.721 5.512
## [577] 2.515 3.961 5.442 4.995 4.995 5.442 5.236 2.962 4.237 2.480 2.480 3.961
## [589] 1.998 3.996 4.237 2.962 3.479 4.031 4.101 4.995 4.754 2.550 4.754 4.789
## [601] 2.997 4.995 3.961 2.997 2.445 1.481 4.443 1.757 2.721 5.547 1.722 3.755
## [613] 3.479 5.753 3.755 5.753 3.479 6.993 4.789 1.998 6.752 5.959 2.204 4.789
## [625] 2.480 3.961 6.993 5.994 2.274 3.996 5.477 4.995 3.238 6.441 4.995 3.273
## [637] 3.409 5.547 1.963 2.239 0.999 2.962 3.996 3.996 2.309 3.996 4.237 4.237
## [649] 2.033 6.993 4.789 5.512 3.996 3.996 6.717 6.752 2.791 6.441 5.236 4.513
## [661] 5.994 1.481 6.476 4.995 5.994 4.995 2.445 4.684 2.756 4.754 6.993 5.753
## [673] 4.995 3.891 6.993 5.753 4.995 2.239 6.029 5.030 3.273 4.443 3.238 4.513
## [685] 4.167 2.962 1.722 4.960 1.722 4.995 2.997 4.684 3.996 4.478 6.235 4.237
## [697] 5.959 5.994 4.754 3.755 4.307 5.236 6.235 3.961 5.753 6.476 2.997 3.755
## [709] 2.239 3.755 3.238 5.994 3.891 2.515 2.515 4.995 1.722 5.788 3.514 5.648
## [721] 3.996 2.721 3.479 3.996 4.513 5.959 2.997 3.926 2.239 3.479 2.997 3.238
## [733] 3.720 4.237 3.755 3.203 2.721 4.202 4.066 3.238 4.478 4.754 6.476 5.271
## [745] 4.478 5.477 4.719 5.442 2.515 4.478 5.477 4.237 6.993 5.924 4.754 3.996
## [757] 5.994 4.066 3.755 3.996 3.514 3.996 2.686 3.720 3.996 3.514 3.514 3.685
## [769] 3.720 0.999 3.479 5.547 5.442 6.200 1.481 3.032 3.203 2.515 3.755 5.959
## [781] 6.752 5.718 3.409 4.237 5.994 2.480 4.443 5.753 2.962 5.718 5.306 4.443
## [793] 3.961 5.718 3.168 4.960 3.168
data.frame(IH)
##        IH
## 1   3.514
## 2   2.962
## 3   3.996
## 4   3.203
## 5   4.272
## 6   5.030
## 7   3.720
## 8   4.478
## 9   4.684
## 10  2.927
## 11  6.235
## 12  3.514
## 13  4.031
## 14  3.996
## 15  3.720
## 16  3.479
## 17  2.721
## 18  4.031
## 19  5.477
## 20  2.721
## 21  5.201
## 22  4.307
## 23  3.479
## 24  3.650
## 25  3.308
## 26  5.442
## 27  1.516
## 28  2.480
## 29  2.686
## 30  3.273
## 31  4.513
## 32  4.513
## 33  2.756
## 34  4.789
## 35  5.271
## 36  2.962
## 37  3.273
## 38  5.477
## 39  4.237
## 40  4.272
## 41  5.889
## 42  2.721
## 43  6.200
## 44  4.031
## 45  3.514
## 46  2.204
## 47  2.756
## 48  3.479
## 49  2.550
## 50  3.755
## 51  3.444
## 52  3.514
## 53  2.239
## 54  4.719
## 55  4.960
## 56  3.032
## 57  3.479
## 58  3.238
## 59  2.445
## 60  2.239
## 61  6.029
## 62  3.444
## 63  2.756
## 64  2.756
## 65  3.961
## 66  3.238
## 67  4.995
## 68  2.791
## 69  5.994
## 70  6.752
## 71  4.925
## 72  2.239
## 73  3.996
## 74  1.481
## 75  1.792
## 76  5.753
## 77  2.239
## 78  4.513
## 79  6.476
## 80  4.237
## 81  4.960
## 82  3.755
## 83  5.442
## 84  3.479
## 85  3.720
## 86  6.029
## 87  2.239
## 88  3.238
## 89  4.307
## 90  2.239
## 91  3.479
## 92  4.513
## 93  3.996
## 94  4.754
## 95  2.962
## 96  5.236
## 97  3.755
## 98  2.721
## 99  3.996
## 100 3.032
## 101 6.752
## 102 1.998
## 103 3.238
## 104 3.238
## 105 6.993
## 106 5.718
## 107 5.547
## 108 5.306
## 109 4.754
## 110 4.960
## 111 5.994
## 112 5.236
## 113 4.754
## 114 5.959
## 115 3.720
## 116 4.237
## 117 2.686
## 118 5.477
## 119 4.513
## 120 4.960
## 121 5.959
## 122 5.753
## 123 5.201
## 124 6.270
## 125 1.722
## 126 4.960
## 127 4.478
## 128 4.478
## 129 5.236
## 130 2.480
## 131 4.995
## 132 4.478
## 133 2.997
## 134 1.516
## 135 4.719
## 136 2.962
## 137 3.273
## 138 5.201
## 139 3.067
## 140 1.998
## 141 6.270
## 142 3.273
## 143 5.512
## 144 4.272
## 145 4.101
## 146 3.479
## 147 4.307
## 148 0.999
## 149 4.202
## 150 4.272
## 151 2.033
## 152 4.373
## 153 6.717
## 154 2.962
## 155 5.924
## 156 4.202
## 157 5.753
## 158 3.238
## 159 3.996
## 160 4.824
## 161 4.478
## 162 6.441
## 163 4.237
## 164 3.514
## 165 4.754
## 166 5.547
## 167 4.995
## 168 3.720
## 169 5.442
## 170 3.479
## 171 6.993
## 172 5.477
## 173 3.755
## 174 2.756
## 175 4.272
## 176 3.996
## 177 2.239
## 178 6.165
## 179 3.996
## 180 4.478
## 181 5.065
## 182 4.478
## 183 6.993
## 184 4.719
## 185 5.477
## 186 4.719
## 187 5.271
## 188 3.790
## 189 4.719
## 190 4.960
## 191 3.961
## 192 4.478
## 193 1.481
## 194 4.995
## 195 6.993
## 196 4.443
## 197 3.514
## 198 5.306
## 199 1.998
## 200 5.442
## 201 2.550
## 202 4.478
## 203 3.238
## 204 6.476
## 205 4.995
## 206 5.959
## 207 3.479
## 208 6.993
## 209 4.272
## 210 5.547
## 211 6.993
## 212 3.273
## 213 6.029
## 214 4.684
## 215 3.996
## 216 4.031
## 217 4.995
## 218 4.443
## 219 3.685
## 220 4.960
## 221 3.996
## 222 5.030
## 223 4.237
## 224 5.547
## 225 4.272
## 226 1.481
## 227 3.996
## 228 1.998
## 229 2.721
## 230 3.961
## 231 6.476
## 232 5.477
## 233 4.031
## 234 3.168
## 235 3.996
## 236 2.239
## 237 1.481
## 238 4.478
## 239 2.515
## 240 2.204
## 241 4.754
## 242 3.755
## 243 4.272
## 244 3.479
## 245 2.756
## 246 2.721
## 247 5.166
## 248 4.960
## 249 2.997
## 250 6.200
## 251 1.792
## 252 3.514
## 253 5.477
## 254 4.307
## 255 5.442
## 256 3.479
## 257 4.478
## 258 1.757
## 259 5.477
## 260 3.996
## 261 4.995
## 262 4.478
## 263 3.996
## 264 2.962
## 265 4.995
## 266 4.754
## 267 2.997
## 268 3.926
## 269 4.789
## 270 2.997
## 271 4.995
## 272 3.479
## 273 2.721
## 274 3.273
## 275 1.757
## 276 3.720
## 277 3.479
## 278 4.754
## 279 5.201
## 280 3.996
## 281 3.996
## 282 5.477
## 283 5.236
## 284 4.237
## 285 4.167
## 286 3.996
## 287 4.789
## 288 1.998
## 289 5.477
## 290 5.994
## 291 4.719
## 292 6.511
## 293 3.961
## 294 4.513
## 295 3.273
## 296 2.239
## 297 3.514
## 298 4.960
## 299 4.237
## 300 6.993
## 301 3.961
## 302 4.754
## 303 1.757
## 304 3.444
## 305 4.754
## 306 3.755
## 307 3.755
## 308 3.996
## 309 4.583
## 310 5.236
## 311 3.996
## 312 5.788
## 313 1.516
## 314 3.479
## 315 5.030
## 316 3.996
## 317 3.479
## 318 2.445
## 319 5.236
## 320 2.721
## 321 5.994
## 322 5.271
## 323 3.238
## 324 2.962
## 325 3.996
## 326 6.441
## 327 4.513
## 328 3.755
## 329 4.478
## 330 3.479
## 331 4.960
## 332 3.961
## 333 5.477
## 334 6.029
## 335 5.959
## 336 3.961
## 337 4.202
## 338 6.511
## 339 3.273
## 340 1.481
## 341 3.891
## 342 3.238
## 343 3.720
## 344 3.755
## 345 4.272
## 346 3.238
## 347 1.516
## 348 4.272
## 349 4.478
## 350 4.719
## 351 5.236
## 352 3.720
## 353 2.515
## 354 4.719
## 355 4.272
## 356 2.721
## 357 6.270
## 358 1.757
## 359 2.962
## 360 5.477
## 361 5.030
## 362 5.271
## 363 3.961
## 364 2.239
## 365 4.443
## 366 4.167
## 367 4.684
## 368 2.204
## 369 6.993
## 370 3.755
## 371 4.478
## 372 3.168
## 373 5.753
## 374 3.755
## 375 6.235
## 376 4.960
## 377 6.993
## 378 1.998
## 379 2.721
## 380 4.995
## 381 3.720
## 382 6.511
## 383 3.238
## 384 4.995
## 385 5.683
## 386 4.202
## 387 5.030
## 388 2.721
## 389 3.273
## 390 4.754
## 391 3.273
## 392 3.961
## 393 4.960
## 394 1.516
## 395 2.756
## 396 4.307
## 397 3.514
## 398 3.273
## 399 3.238
## 400 3.755
## 401 4.237
## 402 4.408
## 403 1.722
## 404 3.685
## 405 3.514
## 406 2.204
## 407 2.033
## 408 3.203
## 409 4.719
## 410 3.996
## 411 6.270
## 412 5.271
## 413 5.236
## 414 5.477
## 415 4.031
## 416 5.788
## 417 4.513
## 418 4.031
## 419 3.238
## 420 4.272
## 421 4.478
## 422 3.409
## 423 5.683
## 424 6.235
## 425 6.993
## 426 5.924
## 427 6.029
## 428 4.478
## 429 4.443
## 430 5.959
## 431 4.925
## 432 6.270
## 433 3.755
## 434 3.549
## 435 6.993
## 436 6.441
## 437 4.443
## 438 2.515
## 439 4.237
## 440 3.720
## 441 3.720
## 442 2.997
## 443 3.755
## 444 6.441
## 445 1.998
## 446 3.755
## 447 5.788
## 448 4.272
## 449 4.960
## 450 5.477
## 451 2.756
## 452 6.270
## 453 6.029
## 454 3.514
## 455 4.237
## 456 4.649
## 457 5.477
## 458 5.306
## 459 4.202
## 460 5.236
## 461 1.998
## 462 3.996
## 463 3.996
## 464 2.721
## 465 3.996
## 466 3.996
## 467 3.514
## 468 4.960
## 469 6.752
## 470 4.478
## 471 6.993
## 472 3.790
## 473 2.756
## 474 5.547
## 475 3.755
## 476 3.409
## 477 6.993
## 478 4.960
## 479 2.480
## 480 2.962
## 481 3.961
## 482 5.994
## 483 3.032
## 484 3.203
## 485 3.996
## 486 2.274
## 487 5.477
## 488 5.512
## 489 5.547
## 490 3.238
## 491 4.237
## 492 4.272
## 493 1.998
## 494 3.203
## 495 4.995
## 496 4.754
## 497 4.202
## 498 4.995
## 499 3.479
## 500 5.236
## 501 2.239
## 502 6.993
## 503 4.478
## 504 0.999
## 505 2.480
## 506 4.513
## 507 3.685
## 508 2.239
## 509 2.239
## 510 2.515
## 511 1.998
## 512 4.995
## 513 3.755
## 514 4.513
## 515 3.168
## 516 2.721
## 517 5.994
## 518 2.756
## 519 3.479
## 520 2.756
## 521 2.239
## 522 5.547
## 523 2.756
## 524 3.961
## 525 5.512
## 526 4.272
## 527 4.513
## 528 2.962
## 529 1.963
## 530 3.032
## 531 3.996
## 532 3.720
## 533 3.996
## 534 3.720
## 535 2.962
## 536 3.203
## 537 2.962
## 538 2.686
## 539 4.719
## 540 3.996
## 541 1.998
## 542 3.961
## 543 6.993
## 544 4.925
## 545 6.476
## 546 5.236
## 547 4.443
## 548 4.237
## 549 4.478
## 550 3.720
## 551 3.996
## 552 3.996
## 553 3.996
## 554 3.755
## 555 3.273
## 556 5.065
## 557 3.444
## 558 2.997
## 559 3.996
## 560 0.999
## 561 3.720
## 562 2.721
## 563 3.685
## 564 2.480
## 565 5.236
## 566 2.239
## 567 4.031
## 568 3.203
## 569 3.825
## 570 2.721
## 571 3.755
## 572 5.512
## 573 6.993
## 574 4.478
## 575 2.721
## 576 5.512
## 577 2.515
## 578 3.961
## 579 5.442
## 580 4.995
## 581 4.995
## 582 5.442
## 583 5.236
## 584 2.962
## 585 4.237
## 586 2.480
## 587 2.480
## 588 3.961
## 589 1.998
## 590 3.996
## 591 4.237
## 592 2.962
## 593 3.479
## 594 4.031
## 595 4.101
## 596 4.995
## 597 4.754
## 598 2.550
## 599 4.754
## 600 4.789
## 601 2.997
## 602 4.995
## 603 3.961
## 604 2.997
## 605 2.445
## 606 1.481
## 607 4.443
## 608 1.757
## 609 2.721
## 610 5.547
## 611 1.722
## 612 3.755
## 613 3.479
## 614 5.753
## 615 3.755
## 616 5.753
## 617 3.479
## 618 6.993
## 619 4.789
## 620 1.998
## 621 6.752
## 622 5.959
## 623 2.204
## 624 4.789
## 625 2.480
## 626 3.961
## 627 6.993
## 628 5.994
## 629 2.274
## 630 3.996
## 631 5.477
## 632 4.995
## 633 3.238
## 634 6.441
## 635 4.995
## 636 3.273
## 637 3.409
## 638 5.547
## 639 1.963
## 640 2.239
## 641 0.999
## 642 2.962
## 643 3.996
## 644 3.996
## 645 2.309
## 646 3.996
## 647 4.237
## 648 4.237
## 649 2.033
## 650 6.993
## 651 4.789
## 652 5.512
## 653 3.996
## 654 3.996
## 655 6.717
## 656 6.752
## 657 2.791
## 658 6.441
## 659 5.236
## 660 4.513
## 661 5.994
## 662 1.481
## 663 6.476
## 664 4.995
## 665 5.994
## 666 4.995
## 667 2.445
## 668 4.684
## 669 2.756
## 670 4.754
## 671 6.993
## 672 5.753
## 673 4.995
## 674 3.891
## 675 6.993
## 676 5.753
## 677 4.995
## 678 2.239
## 679 6.029
## 680 5.030
## 681 3.273
## 682 4.443
## 683 3.238
## 684 4.513
## 685 4.167
## 686 2.962
## 687 1.722
## 688 4.960
## 689 1.722
## 690 4.995
## 691 2.997
## 692 4.684
## 693 3.996
## 694 4.478
## 695 6.235
## 696 4.237
## 697 5.959
## 698 5.994
## 699 4.754
## 700 3.755
## 701 4.307
## 702 5.236
## 703 6.235
## 704 3.961
## 705 5.753
## 706 6.476
## 707 2.997
## 708 3.755
## 709 2.239
## 710 3.755
## 711 3.238
## 712 5.994
## 713 3.891
## 714 2.515
## 715 2.515
## 716 4.995
## 717 1.722
## 718 5.788
## 719 3.514
## 720 5.648
## 721 3.996
## 722 2.721
## 723 3.479
## 724 3.996
## 725 4.513
## 726 5.959
## 727 2.997
## 728 3.926
## 729 2.239
## 730 3.479
## 731 2.997
## 732 3.238
## 733 3.720
## 734 4.237
## 735 3.755
## 736 3.203
## 737 2.721
## 738 4.202
## 739 4.066
## 740 3.238
## 741 4.478
## 742 4.754
## 743 6.476
## 744 5.271
## 745 4.478
## 746 5.477
## 747 4.719
## 748 5.442
## 749 2.515
## 750 4.478
## 751 5.477
## 752 4.237
## 753 6.993
## 754 5.924
## 755 4.754
## 756 3.996
## 757 5.994
## 758 4.066
## 759 3.755
## 760 3.996
## 761 3.514
## 762 3.996
## 763 2.686
## 764 3.720
## 765 3.996
## 766 3.514
## 767 3.514
## 768 3.685
## 769 3.720
## 770 0.999
## 771 3.479
## 772 5.547
## 773 5.442
## 774 6.200
## 775 1.481
## 776 3.032
## 777 3.203
## 778 2.515
## 779 3.755
## 780 5.959
## 781 6.752
## 782 5.718
## 783 3.409
## 784 4.237
## 785 5.994
## 786 2.480
## 787 4.443
## 788 5.753
## 789 2.962
## 790 5.718
## 791 5.306
## 792 4.443
## 793 3.961
## 794 5.718
## 795 3.168
## 796 4.960
## 797 3.168
IH_MIN=min(IH)
IH_MAX=max(IH)

IH_trans71=((IH-IH_MIN)/(IH_MAX-IH_MIN))*100

summary(IH_trans71)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    0.00   37.35   50.58   52.76   66.67  100.00
round(sd(IH_trans71),2)
## [1] 22.01
#hist(IH_trans7,col="azure2",xlab="IPSE",main = "Distribución de IPSE",freq = FALSE,ylim = c(0,0.035))
#ERROR

NfinalMedia<-c() ##En este vector se estan almacenando las proporciones, osea, cada repeticion bootstrap
for (i in 1:1000) {
  #Datos=CaliyPalmira[,-c(8:10)] #Este es cuando junté todo y solo quité la incertidumbre
  #Datos=Cali[,-c(8:10,41,42)]
  Datos=Cali[,c(19:34)]
  #N<-Datos[sample(nrow(Datos),replace = TRUE)]
  temp_K<-c()
  lista_vacia <- vector("list", length = length(Datos))
  celsius_to_kelvin <- function(temp_C) {
    for (i in 8:11) {
      # temp_K <- temp_C[,i]*vector[i]
      lista_vacia[i]<-data.frame(#temp_C[,i]*vector[i]) 
        Datos[,i]*pesos[i])
      datosnew=lista_vacia[c(8:11)]
    }
    return(datosnew)
  };IHPRG1=data.frame(celsius_to_kelvin(Datos))
  IH<-rowSums(IHPRG1[ ,1:4])
  data.frame(IH)
  IH_MIN<-min(IH)
  IH_MAX<-max(IH)
  IH_trans<-((IH-IH_MIN)/(IH_MAX-IH_MIN))*100
  NfinalMedia[i]=median(sample(IH_trans,replace=T))
}; NfinalMedia
##    [1] 51.75175 50.00000 52.85285 51.16783 54.02069 50.58392 51.75175 50.00000
##    [9] 50.58392 50.58392 50.00000 50.00000 50.00000 50.58392 50.58392 51.16783
##   [17] 50.58392 50.58392 54.02069 52.85285 50.00000 50.58392 50.00000 50.00000
##   [25] 50.58392 50.00000 53.43677 51.75175 50.58392 50.00000 50.00000 50.00000
##   [33] 53.43677 50.00000 50.00000 50.00000 50.58392 50.58392 54.02069 53.43677
##   [41] 50.00000 53.43677 50.00000 51.16783 50.00000 50.00000 50.58392 50.00000
##   [49] 50.00000 50.58392 50.00000 50.58392 54.02069 53.43677 52.85285 50.00000
##   [57] 50.00000 50.00000 50.58392 53.43677 50.58392 50.58392 50.00000 53.43677
##   [65] 50.58392 51.16783 50.58392 50.00000 50.58392 51.75175 50.00000 50.58392
##   [73] 50.58392 50.58392 53.43677 50.58392 53.43677 52.85285 50.58392 50.58392
##   [81] 52.85285 51.75175 51.16783 50.00000 50.58392 54.02069 53.43677 50.00000
##   [89] 50.58392 50.58392 51.75175 50.58392 50.00000 50.00000 50.00000 50.00000
##   [97] 51.16783 50.00000 51.75175 52.85285 50.00000 50.00000 50.00000 54.02069
##  [105] 54.02069 50.00000 50.58392 53.43677 50.58392 50.58392 50.58392 51.16783
##  [113] 50.00000 50.00000 53.43677 50.00000 53.43677 50.00000 50.00000 50.00000
##  [121] 50.00000 50.00000 53.43677 50.00000 52.85285 50.58392 50.00000 50.58392
##  [129] 51.16783 50.00000 50.00000 53.43677 50.00000 50.00000 50.58392 50.00000
##  [137] 50.58392 54.02069 50.00000 52.85285 51.75175 50.00000 50.00000 50.00000
##  [145] 50.00000 50.58392 51.75175 50.58392 50.00000 50.00000 51.75175 50.58392
##  [153] 52.85285 52.85285 50.58392 50.00000 51.75175 50.58392 50.00000 50.58392
##  [161] 50.00000 51.75175 50.00000 52.85285 50.58392 50.58392 50.58392 51.75175
##  [169] 54.02069 54.02069 50.00000 50.00000 51.75175 50.58392 50.00000 50.58392
##  [177] 50.00000 50.00000 50.00000 52.85285 50.00000 50.00000 53.43677 50.00000
##  [185] 50.58392 50.00000 50.00000 50.00000 50.00000 50.00000 51.75175 50.00000
##  [193] 50.00000 52.85285 50.58392 50.58392 50.00000 52.85285 50.00000 50.58392
##  [201] 53.43677 50.00000 53.43677 54.02069 52.85285 51.75175 50.00000 53.43677
##  [209] 53.43677 50.00000 54.02069 54.02069 50.00000 50.58392 50.00000 50.00000
##  [217] 50.00000 50.00000 50.58392 50.58392 51.16783 50.58392 53.43677 50.00000
##  [225] 50.00000 54.02069 50.58392 50.00000 53.43677 50.00000 50.00000 50.58392
##  [233] 50.00000 52.85285 53.43677 50.00000 51.75175 51.75175 52.85285 50.00000
##  [241] 50.00000 53.43677 50.00000 50.58392 51.75175 50.00000 50.00000 51.16783
##  [249] 50.00000 50.58392 50.00000 52.85285 53.43677 50.00000 50.00000 50.00000
##  [257] 50.58392 51.75175 52.85285 50.00000 50.00000 50.58392 50.00000 50.00000
##  [265] 50.58392 50.00000 53.43677 51.16783 50.00000 50.00000 50.00000 51.16783
##  [273] 50.00000 50.00000 50.58392 50.00000 50.00000 50.00000 50.00000 50.00000
##  [281] 50.00000 50.58392 50.00000 50.00000 50.00000 50.00000 54.02069 50.58392
##  [289] 50.00000 50.00000 50.00000 54.02069 50.58392 50.58392 50.00000 53.43677
##  [297] 51.16783 51.16783 53.43677 50.58392 50.00000 50.58392 51.75175 52.85285
##  [305] 50.58392 50.00000 50.00000 53.43677 53.43677 50.00000 50.00000 50.58392
##  [313] 50.58392 50.00000 50.58392 50.00000 50.00000 50.58392 50.58392 50.58392
##  [321] 51.75175 50.00000 52.85285 50.58392 54.02069 52.85285 50.58392 52.85285
##  [329] 50.58392 50.00000 53.43677 50.00000 50.58392 50.58392 50.00000 54.02069
##  [337] 50.58392 50.58392 51.16783 50.00000 54.02069 50.00000 50.00000 54.02069
##  [345] 50.58392 50.00000 50.00000 52.85285 53.43677 52.85285 50.58392 50.00000
##  [353] 50.00000 50.00000 51.16783 50.58392 50.00000 50.00000 50.00000 53.43677
##  [361] 52.85285 50.00000 54.02069 51.75175 50.58392 50.00000 50.00000 50.58392
##  [369] 50.00000 50.00000 50.00000 51.16783 51.75175 51.16783 50.58392 51.16783
##  [377] 50.58392 50.00000 50.00000 52.85285 52.85285 50.58392 53.43677 50.00000
##  [385] 52.85285 50.00000 50.00000 50.00000 50.58392 50.58392 50.58392 51.16783
##  [393] 50.58392 50.00000 50.00000 50.00000 50.58392 50.58392 50.00000 51.75175
##  [401] 50.00000 50.58392 50.58392 50.00000 54.02069 50.00000 54.02069 52.85285
##  [409] 50.58392 53.43677 51.75175 53.43677 50.58392 50.58392 51.75175 50.00000
##  [417] 54.02069 54.02069 50.00000 50.00000 51.75175 50.58392 50.58392 50.00000
##  [425] 50.00000 50.00000 50.58392 52.85285 53.43677 53.43677 50.00000 50.00000
##  [433] 50.00000 50.00000 50.00000 50.58392 50.00000 50.58392 54.60460 50.00000
##  [441] 51.16783 52.85285 50.58392 52.85285 50.00000 50.00000 50.00000 50.58392
##  [449] 51.75175 54.02069 52.85285 50.00000 50.58392 53.43677 50.00000 50.00000
##  [457] 50.00000 53.43677 50.00000 50.00000 51.75175 50.00000 51.75175 50.58392
##  [465] 51.16783 50.00000 50.00000 50.58392 50.00000 50.58392 50.00000 51.75175
##  [473] 54.60460 51.75175 50.58392 50.00000 51.75175 51.75175 50.00000 50.00000
##  [481] 50.00000 50.58392 50.58392 50.58392 51.75175 50.58392 51.75175 50.00000
##  [489] 50.00000 54.02069 50.00000 50.58392 53.43677 50.00000 50.58392 50.00000
##  [497] 53.43677 50.00000 53.43677 50.00000 50.00000 50.58392 50.58392 54.02069
##  [505] 53.43677 54.02069 50.00000 50.58392 50.00000 50.00000 51.75175 51.16783
##  [513] 51.75175 50.00000 51.16783 50.00000 50.58392 50.00000 51.75175 53.43677
##  [521] 50.00000 52.85285 50.58392 50.00000 50.00000 50.00000 50.58392 50.00000
##  [529] 51.16783 50.00000 50.58392 50.00000 52.85285 51.75175 51.16783 50.00000
##  [537] 52.85285 51.75175 50.00000 50.00000 51.16783 50.00000 50.58392 54.02069
##  [545] 50.00000 53.43677 50.00000 50.00000 50.58392 50.58392 53.43677 50.00000
##  [553] 50.00000 50.00000 50.00000 50.58392 50.00000 50.00000 50.00000 50.00000
##  [561] 52.85285 50.00000 50.58392 50.58392 53.43677 53.43677 50.58392 50.58392
##  [569] 50.00000 50.00000 50.58392 50.58392 54.02069 50.00000 53.43677 54.02069
##  [577] 54.02069 50.58392 54.02069 50.58392 50.00000 50.00000 50.00000 50.00000
##  [585] 50.00000 50.58392 50.00000 50.00000 53.43677 52.85285 50.00000 53.43677
##  [593] 53.43677 50.00000 50.00000 54.02069 50.00000 53.43677 53.43677 50.00000
##  [601] 51.16783 51.16783 52.85285 50.00000 50.58392 52.85285 51.16783 51.16783
##  [609] 51.75175 54.02069 50.00000 50.00000 53.43677 50.00000 53.43677 50.00000
##  [617] 50.00000 53.43677 50.00000 50.58392 50.58392 50.58392 50.00000 50.00000
##  [625] 51.75175 50.58392 50.00000 53.43677 50.58392 50.58392 52.85285 53.43677
##  [633] 51.16783 50.58392 53.43677 50.00000 50.00000 54.02069 50.00000 54.02069
##  [641] 52.85285 53.43677 50.00000 50.58392 50.00000 50.58392 50.58392 50.00000
##  [649] 54.02069 50.58392 54.02069 50.00000 54.02069 54.02069 50.58392 50.00000
##  [657] 50.58392 50.00000 50.58392 50.00000 53.43677 50.58392 50.00000 50.00000
##  [665] 50.58392 53.43677 52.85285 53.43677 51.75175 53.43677 50.00000 53.43677
##  [673] 50.58392 53.43677 50.00000 52.85285 54.02069 52.85285 50.58392 54.02069
##  [681] 50.00000 50.00000 50.58392 52.85285 50.00000 50.00000 50.58392 50.00000
##  [689] 50.00000 50.00000 50.00000 50.00000 54.02069 50.00000 50.00000 50.00000
##  [697] 50.00000 50.58392 51.75175 50.00000 52.85285 54.02069 50.00000 51.75175
##  [705] 50.00000 54.02069 50.58392 50.00000 50.58392 50.00000 52.85285 50.00000
##  [713] 53.43677 50.00000 52.85285 50.00000 50.58392 54.02069 51.75175 50.00000
##  [721] 50.58392 50.00000 53.43677 50.00000 50.58392 53.43677 50.58392 50.00000
##  [729] 50.58392 53.43677 53.43677 50.00000 50.00000 50.00000 50.00000 54.02069
##  [737] 53.43677 50.00000 51.75175 52.85285 50.58392 50.00000 52.85285 50.00000
##  [745] 50.58392 54.02069 50.00000 50.00000 52.85285 50.00000 52.85285 53.43677
##  [753] 50.00000 51.16783 50.00000 51.75175 50.58392 50.00000 50.00000 50.00000
##  [761] 50.00000 50.58392 51.16783 53.43677 50.00000 54.02069 50.00000 53.43677
##  [769] 53.43677 51.75175 50.00000 50.00000 53.43677 50.58392 50.58392 50.00000
##  [777] 50.58392 50.00000 54.02069 50.58392 50.00000 50.00000 50.00000 51.75175
##  [785] 50.00000 50.00000 50.00000 50.00000 50.00000 50.00000 51.75175 54.02069
##  [793] 50.00000 54.02069 50.00000 53.43677 50.00000 54.02069 51.75175 50.00000
##  [801] 53.43677 50.00000 50.58392 50.00000 51.75175 50.00000 50.00000 50.58392
##  [809] 50.00000 50.00000 51.16783 54.02069 54.02069 51.16783 50.58392 50.00000
##  [817] 50.00000 54.02069 52.85285 50.58392 50.58392 50.58392 50.00000 54.02069
##  [825] 51.75175 51.75175 50.58392 50.58392 50.58392 50.00000 50.00000 50.58392
##  [833] 50.00000 52.85285 50.00000 50.00000 50.00000 51.75175 50.00000 50.58392
##  [841] 50.00000 50.00000 54.02069 52.85285 52.85285 50.58392 54.02069 50.00000
##  [849] 53.43677 50.00000 53.43677 50.00000 53.43677 50.00000 54.02069 50.00000
##  [857] 51.75175 50.00000 50.00000 53.43677 52.85285 50.58392 52.85285 50.00000
##  [865] 50.58392 51.16783 50.58392 50.00000 50.58392 51.16783 51.16783 50.58392
##  [873] 50.00000 50.00000 50.58392 53.43677 50.58392 50.58392 50.00000 50.00000
##  [881] 50.00000 50.00000 50.00000 53.43677 50.58392 50.00000 53.43677 50.00000
##  [889] 50.00000 51.75175 52.85285 50.00000 54.02069 50.00000 50.00000 50.00000
##  [897] 50.00000 50.58392 53.43677 50.00000 52.85285 50.00000 50.00000 50.58392
##  [905] 50.58392 50.58392 50.00000 50.00000 50.58392 51.16783 50.00000 53.43677
##  [913] 50.00000 50.00000 54.02069 50.58392 50.58392 50.58392 50.00000 51.75175
##  [921] 50.58392 54.02069 50.00000 50.00000 50.00000 50.00000 50.00000 50.58392
##  [929] 50.58392 50.00000 50.00000 52.85285 53.43677 51.16783 50.58392 51.75175
##  [937] 53.43677 50.00000 53.43677 51.75175 50.00000 50.00000 53.43677 50.00000
##  [945] 50.00000 51.75175 50.00000 50.00000 50.00000 50.58392 53.43677 50.00000
##  [953] 50.58392 53.43677 50.00000 50.00000 54.02069 50.00000 50.00000 50.00000
##  [961] 53.43677 54.02069 50.58392 50.58392 53.43677 50.00000 50.00000 50.58392
##  [969] 52.85285 51.16783 50.58392 54.02069 50.00000 50.58392 50.58392 50.00000
##  [977] 50.58392 50.00000 50.00000 50.58392 50.00000 50.58392 50.58392 50.00000
##  [985] 50.58392 54.02069 50.00000 50.00000 50.00000 53.43677 50.58392 50.58392
##  [993] 50.00000 50.00000 50.58392 50.00000 50.00000 50.00000 50.58392 51.16783
hist(NfinalMedia)

I_mediana=median(NfinalMedia);
#I_ref=50.60
#EE=I_ref-round(I_mediana,3);EE

#EE<-round((1/1000)*sum((NfinalMedia-I_mediana)^2+((1/1000)*sum(NfinalMedia)-I_mediana)^2),2);EE
EE<-round((1/(1000-1))*sum(NfinalMedia-median(IH_trans71))^2+(median(NfinalMedia)-median(IH_trans71))^2,2);EE
## [1] 272.94

SUSCEPTIBILIDAD

#--------------------------------susceptibilidad-----------------------------------

#susceptibilidad=Datos[,c(27:31)]*pesos[c(27:31)];susceptibilidad 

temp_K<-c()
lista_vacia <- vector("list", length = 797)
celsius_to_kelvin <- function(temp_C) {
  for (i in 12:16) {
    # temp_K <- temp_C[,i]*vector[i]
    lista_vacia[i]<-data.frame(#temp_C[,i]*vector[i]) 
      Datos[,i]*pesos[i])
    datosnew=lista_vacia[c(12:16)]
  }
  return(datosnew)
};susceptibilidad=data.frame(celsius_to_kelvin(Datos))

IH=rowSums(susceptibilidad[ ,1:5]);IH
##   [1]  4.356  3.618  6.908  7.537  8.978 10.800  4.085  6.275  2.957  3.618
##  [11]  8.073  5.277  8.467 11.616  5.400  8.376  3.618  6.236  9.169  4.110
##  [21]  7.236  1.727  5.017  4.056  8.541  3.454  2.260  8.102  4.855  5.673
##  [31]  8.510  8.909  5.140 10.490  9.399  3.618  7.043  9.868 11.527  3.178
##  [41]  8.287  5.751  2.711  9.839  7.345  2.194  4.224  5.110  5.183  6.909
##  [51]  4.274  3.782  5.012  8.799  5.771  4.110  4.413  5.345  3.595  5.152
##  [61] 11.211  5.753  2.522  3.454  5.946  6.479  9.073  6.673 12.498  9.569
##  [71]  5.181  3.454  6.345  2.055  3.481  6.908  7.552  8.346 12.089  6.908
##  [81]  8.963  5.509  7.072  5.523  4.249  9.963  4.345  3.618  8.838  5.673
##  [91]  6.908  6.045  6.345  8.948  5.482  8.072  5.619  3.151  4.315  5.648
## [101]  8.635  3.454  5.181  4.880 12.527  8.539 11.994 12.965  8.376  7.072
## [111]  9.073  9.636  6.879  9.237  4.851  4.208  2.891  5.181  5.812  7.072
## [121] 10.030 10.029  7.400  5.842  2.358  6.908 11.964  7.799  8.799  4.768
## [131]  9.606  7.813 10.964  4.384  8.346  3.618  5.619  9.949  5.345  3.618
## [141] 12.498  8.799  9.511  7.865  1.727  4.921  7.118  1.727  5.673  5.151
## [151]  3.711  1.727 11.031  7.774 11.771  4.878  5.673  6.466  7.346 14.279
## [161]  5.315 12.965  7.784  6.908  8.112 13.403  5.509  5.714  7.182  4.249
## [171] 12.965 10.306  5.181  4.658  5.644  4.879  3.454  4.224  7.510  7.948
## [181] 10.192  4.274 12.527  3.454  8.635  7.304  4.425  7.537  8.963  4.947
## [191]  5.744  6.375  2.165  4.274 12.089  3.782  7.510  9.089  3.958  3.454
## [201]  5.617  4.085  5.619  8.799  6.812  7.837  3.648  5.978  5.181  9.839
## [211]  9.993  5.046  7.072  5.249  6.974  7.977  6.908 11.925  3.892  8.430
## [221]  7.170  5.715  6.746  5.837  8.784  4.480  6.908  6.578  3.454  6.908
## [231] 11.238  7.384  8.758 11.238  7.375  3.454  2.891  5.812  5.220  1.727
## [241]  4.782  5.840  7.977  4.618  6.221  2.686  4.891  8.111  6.057  7.867
## [251]  4.716  4.345  7.072  9.527  7.774  6.018  6.275  3.454  8.577  7.236
## [261]  9.073  4.315  8.511  3.921  4.552  4.413  5.181  5.151 10.742  5.152
## [271]  9.839  5.947  2.055  3.946  5.625  7.072  6.345  8.266  8.963  6.908
## [281]  5.345  6.345  7.346  6.220  2.957  5.509 10.800  3.921  8.072  7.539
## [291]  8.799  5.673  3.618  8.385  4.181  3.618  5.345  4.151  8.540 11.105
## [301]  4.878  6.012  1.727  2.891  8.635  6.576  6.221  7.004  9.152  8.865
## [311]  6.908 10.964  6.110  3.618  3.149 10.362  5.509  1.727  9.266  3.454
## [321]  7.838  5.454  4.056  3.454  6.783  8.635  6.838  4.714  6.509  5.673
## [331]  8.153  7.510  6.742 11.402  6.471  3.618  6.181  8.838  6.152  1.727
## [341]  3.290  5.345  5.673  3.782  6.946  3.178  3.855  7.346  7.072  7.539
## [351]  8.540  7.182  5.716  5.345  7.072  3.618 10.527  5.485  4.274 11.597
## [361]  7.838 10.964  4.274  3.383  5.345  4.110 10.925  1.727  7.346  4.552
## [371]  6.908  3.454 10.237  7.867 11.676  7.581  4.925  3.454  2.892  8.346
## [381]  7.510 13.841  4.783 10.103  5.837  5.619 11.677  2.358  5.509  4.274
## [391]  5.813  2.891  5.509  2.850  5.345  4.315  5.181  6.837  5.345  3.921
## [401]  7.635  3.859  4.056  3.014  6.304  1.727  5.274  2.892  7.400  6.908
## [411] 11.556  9.607  3.892  5.078 10.074  9.431  8.704  7.867  3.987  9.151
## [421]  6.074  2.793  8.278  7.838 10.556  6.140  7.311  7.908  6.974  4.183
## [431]  8.577 10.935  6.304  5.782 12.527 11.401  8.320  5.782  5.183  3.454
## [441]  4.479  4.318  9.675 12.965  8.471  5.837 12.432 10.304  9.237 10.416
## [451]  4.880 10.497 13.841  6.908  6.908  9.073  8.236 12.965  5.703  9.570
## [461]  3.892  6.908  6.168  5.086  6.908  7.346  5.017  5.589 11.526  5.976
## [471] 12.527  8.468  5.181 12.965  3.618  3.099 11.994  8.140  3.946  6.580
## [481]  4.181  8.963  9.015  5.619  5.783  2.358  9.988  9.511 10.362  5.345
## [491]  7.741  6.908  3.454  2.891  7.072  7.346 10.142  8.606  5.714  7.703
## [501]  3.454  8.371  9.237  7.490  6.370  5.085  7.236  5.455  4.619  3.946
## [511]  4.274  9.262  6.908  6.495  3.454  4.315  8.909  4.946  6.553  5.345
## [521]  4.548 11.564  4.056  3.454  7.481  6.277  8.909  3.454  5.017  8.454
## [531]  6.509  3.454  5.509  5.744  7.842  3.892  3.454  3.165  8.073  4.812
## [541]  4.388  5.345 10.800  3.315  9.168  8.222  6.908 10.089  7.731  4.413
## [551]  6.783  7.838  8.412  2.727  5.619 11.238  2.891  4.812  7.784  1.891
## [561]  5.619  4.922  3.988  3.454  8.102  4.716  9.511  1.891  7.511  3.454
## [571]  5.181  9.675  5.909  6.837  2.752  5.918  7.182  5.181  7.177  5.908
## [581]  5.673  5.110  8.266  4.824  3.618  5.176  3.454  5.619  1.891  7.004
## [591]  5.345  3.454  7.346  7.540  8.274  7.510  4.946  3.916  6.383  7.674
## [601]  9.072  3.454  5.648  4.853  2.165  1.891  3.618  3.618  8.552 11.840
## [611]  1.727  5.181  7.375  8.865  7.813  9.073  2.055 10.839  8.702  3.454
## [621] 12.965  7.918  1.727  4.848  5.346  8.221  3.782  9.237  3.782  6.715
## [631]  7.400  7.155  4.618  7.605  5.384  6.153  1.891 10.034  3.727  3.085
## [641]  1.727  3.862  7.784  7.346  4.986  5.976  7.346  5.181  3.454 12.965
## [651] 11.402  8.635  6.908  5.783  5.376 12.552  8.347  7.400  7.072  3.618
## [661]  7.908  4.166 11.925  3.618  9.963  7.072  5.999  7.018  3.454  6.211
## [671] 12.089 10.208  7.236  3.727  8.507  4.741  5.181  2.260 12.965  8.236
## [681] 10.963  6.250  6.908  8.415  8.635  5.181  2.424  7.043  2.165  5.110
## [691]  3.711  5.345  5.908  4.946  6.908  7.207  9.949  9.073  9.800  4.461
## [701]  5.450  3.055  4.807  7.539 14.279  8.276  6.849  4.548  3.454  6.509
## [711]  5.619  8.605  2.165  4.359  5.837  6.908  3.454  5.711  7.072  4.153
## [721]  6.703  4.085  5.509  7.043  6.345  6.807  5.181  4.274  4.220  5.181
## [731]  3.946  6.206  3.618 10.636  7.838  3.454  3.249  4.056  8.963  6.181
## [741]  6.837  8.948  8.466 10.208  8.511  8.963  4.085 17.291  7.346  7.072
## [751]  7.509  8.909 11.059 11.238  7.236  3.782 10.935  8.963  6.446  7.236
## [761]  7.784  6.250  2.957  4.455  8.674  3.946  6.908  5.892  6.275  2.260
## [771]  7.838 10.838  8.635  8.963  1.727  7.649  4.249  4.056  5.619  6.908
## [781]  8.635  4.274  5.544  5.345 12.268  4.017  6.908  5.837  2.194  9.081
## [791]  5.951  5.056  9.237  9.073  4.274 10.732  4.812
data.frame(IH)
##         IH
## 1    4.356
## 2    3.618
## 3    6.908
## 4    7.537
## 5    8.978
## 6   10.800
## 7    4.085
## 8    6.275
## 9    2.957
## 10   3.618
## 11   8.073
## 12   5.277
## 13   8.467
## 14  11.616
## 15   5.400
## 16   8.376
## 17   3.618
## 18   6.236
## 19   9.169
## 20   4.110
## 21   7.236
## 22   1.727
## 23   5.017
## 24   4.056
## 25   8.541
## 26   3.454
## 27   2.260
## 28   8.102
## 29   4.855
## 30   5.673
## 31   8.510
## 32   8.909
## 33   5.140
## 34  10.490
## 35   9.399
## 36   3.618
## 37   7.043
## 38   9.868
## 39  11.527
## 40   3.178
## 41   8.287
## 42   5.751
## 43   2.711
## 44   9.839
## 45   7.345
## 46   2.194
## 47   4.224
## 48   5.110
## 49   5.183
## 50   6.909
## 51   4.274
## 52   3.782
## 53   5.012
## 54   8.799
## 55   5.771
## 56   4.110
## 57   4.413
## 58   5.345
## 59   3.595
## 60   5.152
## 61  11.211
## 62   5.753
## 63   2.522
## 64   3.454
## 65   5.946
## 66   6.479
## 67   9.073
## 68   6.673
## 69  12.498
## 70   9.569
## 71   5.181
## 72   3.454
## 73   6.345
## 74   2.055
## 75   3.481
## 76   6.908
## 77   7.552
## 78   8.346
## 79  12.089
## 80   6.908
## 81   8.963
## 82   5.509
## 83   7.072
## 84   5.523
## 85   4.249
## 86   9.963
## 87   4.345
## 88   3.618
## 89   8.838
## 90   5.673
## 91   6.908
## 92   6.045
## 93   6.345
## 94   8.948
## 95   5.482
## 96   8.072
## 97   5.619
## 98   3.151
## 99   4.315
## 100  5.648
## 101  8.635
## 102  3.454
## 103  5.181
## 104  4.880
## 105 12.527
## 106  8.539
## 107 11.994
## 108 12.965
## 109  8.376
## 110  7.072
## 111  9.073
## 112  9.636
## 113  6.879
## 114  9.237
## 115  4.851
## 116  4.208
## 117  2.891
## 118  5.181
## 119  5.812
## 120  7.072
## 121 10.030
## 122 10.029
## 123  7.400
## 124  5.842
## 125  2.358
## 126  6.908
## 127 11.964
## 128  7.799
## 129  8.799
## 130  4.768
## 131  9.606
## 132  7.813
## 133 10.964
## 134  4.384
## 135  8.346
## 136  3.618
## 137  5.619
## 138  9.949
## 139  5.345
## 140  3.618
## 141 12.498
## 142  8.799
## 143  9.511
## 144  7.865
## 145  1.727
## 146  4.921
## 147  7.118
## 148  1.727
## 149  5.673
## 150  5.151
## 151  3.711
## 152  1.727
## 153 11.031
## 154  7.774
## 155 11.771
## 156  4.878
## 157  5.673
## 158  6.466
## 159  7.346
## 160 14.279
## 161  5.315
## 162 12.965
## 163  7.784
## 164  6.908
## 165  8.112
## 166 13.403
## 167  5.509
## 168  5.714
## 169  7.182
## 170  4.249
## 171 12.965
## 172 10.306
## 173  5.181
## 174  4.658
## 175  5.644
## 176  4.879
## 177  3.454
## 178  4.224
## 179  7.510
## 180  7.948
## 181 10.192
## 182  4.274
## 183 12.527
## 184  3.454
## 185  8.635
## 186  7.304
## 187  4.425
## 188  7.537
## 189  8.963
## 190  4.947
## 191  5.744
## 192  6.375
## 193  2.165
## 194  4.274
## 195 12.089
## 196  3.782
## 197  7.510
## 198  9.089
## 199  3.958
## 200  3.454
## 201  5.617
## 202  4.085
## 203  5.619
## 204  8.799
## 205  6.812
## 206  7.837
## 207  3.648
## 208  5.978
## 209  5.181
## 210  9.839
## 211  9.993
## 212  5.046
## 213  7.072
## 214  5.249
## 215  6.974
## 216  7.977
## 217  6.908
## 218 11.925
## 219  3.892
## 220  8.430
## 221  7.170
## 222  5.715
## 223  6.746
## 224  5.837
## 225  8.784
## 226  4.480
## 227  6.908
## 228  6.578
## 229  3.454
## 230  6.908
## 231 11.238
## 232  7.384
## 233  8.758
## 234 11.238
## 235  7.375
## 236  3.454
## 237  2.891
## 238  5.812
## 239  5.220
## 240  1.727
## 241  4.782
## 242  5.840
## 243  7.977
## 244  4.618
## 245  6.221
## 246  2.686
## 247  4.891
## 248  8.111
## 249  6.057
## 250  7.867
## 251  4.716
## 252  4.345
## 253  7.072
## 254  9.527
## 255  7.774
## 256  6.018
## 257  6.275
## 258  3.454
## 259  8.577
## 260  7.236
## 261  9.073
## 262  4.315
## 263  8.511
## 264  3.921
## 265  4.552
## 266  4.413
## 267  5.181
## 268  5.151
## 269 10.742
## 270  5.152
## 271  9.839
## 272  5.947
## 273  2.055
## 274  3.946
## 275  5.625
## 276  7.072
## 277  6.345
## 278  8.266
## 279  8.963
## 280  6.908
## 281  5.345
## 282  6.345
## 283  7.346
## 284  6.220
## 285  2.957
## 286  5.509
## 287 10.800
## 288  3.921
## 289  8.072
## 290  7.539
## 291  8.799
## 292  5.673
## 293  3.618
## 294  8.385
## 295  4.181
## 296  3.618
## 297  5.345
## 298  4.151
## 299  8.540
## 300 11.105
## 301  4.878
## 302  6.012
## 303  1.727
## 304  2.891
## 305  8.635
## 306  6.576
## 307  6.221
## 308  7.004
## 309  9.152
## 310  8.865
## 311  6.908
## 312 10.964
## 313  6.110
## 314  3.618
## 315  3.149
## 316 10.362
## 317  5.509
## 318  1.727
## 319  9.266
## 320  3.454
## 321  7.838
## 322  5.454
## 323  4.056
## 324  3.454
## 325  6.783
## 326  8.635
## 327  6.838
## 328  4.714
## 329  6.509
## 330  5.673
## 331  8.153
## 332  7.510
## 333  6.742
## 334 11.402
## 335  6.471
## 336  3.618
## 337  6.181
## 338  8.838
## 339  6.152
## 340  1.727
## 341  3.290
## 342  5.345
## 343  5.673
## 344  3.782
## 345  6.946
## 346  3.178
## 347  3.855
## 348  7.346
## 349  7.072
## 350  7.539
## 351  8.540
## 352  7.182
## 353  5.716
## 354  5.345
## 355  7.072
## 356  3.618
## 357 10.527
## 358  5.485
## 359  4.274
## 360 11.597
## 361  7.838
## 362 10.964
## 363  4.274
## 364  3.383
## 365  5.345
## 366  4.110
## 367 10.925
## 368  1.727
## 369  7.346
## 370  4.552
## 371  6.908
## 372  3.454
## 373 10.237
## 374  7.867
## 375 11.676
## 376  7.581
## 377  4.925
## 378  3.454
## 379  2.892
## 380  8.346
## 381  7.510
## 382 13.841
## 383  4.783
## 384 10.103
## 385  5.837
## 386  5.619
## 387 11.677
## 388  2.358
## 389  5.509
## 390  4.274
## 391  5.813
## 392  2.891
## 393  5.509
## 394  2.850
## 395  5.345
## 396  4.315
## 397  5.181
## 398  6.837
## 399  5.345
## 400  3.921
## 401  7.635
## 402  3.859
## 403  4.056
## 404  3.014
## 405  6.304
## 406  1.727
## 407  5.274
## 408  2.892
## 409  7.400
## 410  6.908
## 411 11.556
## 412  9.607
## 413  3.892
## 414  5.078
## 415 10.074
## 416  9.431
## 417  8.704
## 418  7.867
## 419  3.987
## 420  9.151
## 421  6.074
## 422  2.793
## 423  8.278
## 424  7.838
## 425 10.556
## 426  6.140
## 427  7.311
## 428  7.908
## 429  6.974
## 430  4.183
## 431  8.577
## 432 10.935
## 433  6.304
## 434  5.782
## 435 12.527
## 436 11.401
## 437  8.320
## 438  5.782
## 439  5.183
## 440  3.454
## 441  4.479
## 442  4.318
## 443  9.675
## 444 12.965
## 445  8.471
## 446  5.837
## 447 12.432
## 448 10.304
## 449  9.237
## 450 10.416
## 451  4.880
## 452 10.497
## 453 13.841
## 454  6.908
## 455  6.908
## 456  9.073
## 457  8.236
## 458 12.965
## 459  5.703
## 460  9.570
## 461  3.892
## 462  6.908
## 463  6.168
## 464  5.086
## 465  6.908
## 466  7.346
## 467  5.017
## 468  5.589
## 469 11.526
## 470  5.976
## 471 12.527
## 472  8.468
## 473  5.181
## 474 12.965
## 475  3.618
## 476  3.099
## 477 11.994
## 478  8.140
## 479  3.946
## 480  6.580
## 481  4.181
## 482  8.963
## 483  9.015
## 484  5.619
## 485  5.783
## 486  2.358
## 487  9.988
## 488  9.511
## 489 10.362
## 490  5.345
## 491  7.741
## 492  6.908
## 493  3.454
## 494  2.891
## 495  7.072
## 496  7.346
## 497 10.142
## 498  8.606
## 499  5.714
## 500  7.703
## 501  3.454
## 502  8.371
## 503  9.237
## 504  7.490
## 505  6.370
## 506  5.085
## 507  7.236
## 508  5.455
## 509  4.619
## 510  3.946
## 511  4.274
## 512  9.262
## 513  6.908
## 514  6.495
## 515  3.454
## 516  4.315
## 517  8.909
## 518  4.946
## 519  6.553
## 520  5.345
## 521  4.548
## 522 11.564
## 523  4.056
## 524  3.454
## 525  7.481
## 526  6.277
## 527  8.909
## 528  3.454
## 529  5.017
## 530  8.454
## 531  6.509
## 532  3.454
## 533  5.509
## 534  5.744
## 535  7.842
## 536  3.892
## 537  3.454
## 538  3.165
## 539  8.073
## 540  4.812
## 541  4.388
## 542  5.345
## 543 10.800
## 544  3.315
## 545  9.168
## 546  8.222
## 547  6.908
## 548 10.089
## 549  7.731
## 550  4.413
## 551  6.783
## 552  7.838
## 553  8.412
## 554  2.727
## 555  5.619
## 556 11.238
## 557  2.891
## 558  4.812
## 559  7.784
## 560  1.891
## 561  5.619
## 562  4.922
## 563  3.988
## 564  3.454
## 565  8.102
## 566  4.716
## 567  9.511
## 568  1.891
## 569  7.511
## 570  3.454
## 571  5.181
## 572  9.675
## 573  5.909
## 574  6.837
## 575  2.752
## 576  5.918
## 577  7.182
## 578  5.181
## 579  7.177
## 580  5.908
## 581  5.673
## 582  5.110
## 583  8.266
## 584  4.824
## 585  3.618
## 586  5.176
## 587  3.454
## 588  5.619
## 589  1.891
## 590  7.004
## 591  5.345
## 592  3.454
## 593  7.346
## 594  7.540
## 595  8.274
## 596  7.510
## 597  4.946
## 598  3.916
## 599  6.383
## 600  7.674
## 601  9.072
## 602  3.454
## 603  5.648
## 604  4.853
## 605  2.165
## 606  1.891
## 607  3.618
## 608  3.618
## 609  8.552
## 610 11.840
## 611  1.727
## 612  5.181
## 613  7.375
## 614  8.865
## 615  7.813
## 616  9.073
## 617  2.055
## 618 10.839
## 619  8.702
## 620  3.454
## 621 12.965
## 622  7.918
## 623  1.727
## 624  4.848
## 625  5.346
## 626  8.221
## 627  3.782
## 628  9.237
## 629  3.782
## 630  6.715
## 631  7.400
## 632  7.155
## 633  4.618
## 634  7.605
## 635  5.384
## 636  6.153
## 637  1.891
## 638 10.034
## 639  3.727
## 640  3.085
## 641  1.727
## 642  3.862
## 643  7.784
## 644  7.346
## 645  4.986
## 646  5.976
## 647  7.346
## 648  5.181
## 649  3.454
## 650 12.965
## 651 11.402
## 652  8.635
## 653  6.908
## 654  5.783
## 655  5.376
## 656 12.552
## 657  8.347
## 658  7.400
## 659  7.072
## 660  3.618
## 661  7.908
## 662  4.166
## 663 11.925
## 664  3.618
## 665  9.963
## 666  7.072
## 667  5.999
## 668  7.018
## 669  3.454
## 670  6.211
## 671 12.089
## 672 10.208
## 673  7.236
## 674  3.727
## 675  8.507
## 676  4.741
## 677  5.181
## 678  2.260
## 679 12.965
## 680  8.236
## 681 10.963
## 682  6.250
## 683  6.908
## 684  8.415
## 685  8.635
## 686  5.181
## 687  2.424
## 688  7.043
## 689  2.165
## 690  5.110
## 691  3.711
## 692  5.345
## 693  5.908
## 694  4.946
## 695  6.908
## 696  7.207
## 697  9.949
## 698  9.073
## 699  9.800
## 700  4.461
## 701  5.450
## 702  3.055
## 703  4.807
## 704  7.539
## 705 14.279
## 706  8.276
## 707  6.849
## 708  4.548
## 709  3.454
## 710  6.509
## 711  5.619
## 712  8.605
## 713  2.165
## 714  4.359
## 715  5.837
## 716  6.908
## 717  3.454
## 718  5.711
## 719  7.072
## 720  4.153
## 721  6.703
## 722  4.085
## 723  5.509
## 724  7.043
## 725  6.345
## 726  6.807
## 727  5.181
## 728  4.274
## 729  4.220
## 730  5.181
## 731  3.946
## 732  6.206
## 733  3.618
## 734 10.636
## 735  7.838
## 736  3.454
## 737  3.249
## 738  4.056
## 739  8.963
## 740  6.181
## 741  6.837
## 742  8.948
## 743  8.466
## 744 10.208
## 745  8.511
## 746  8.963
## 747  4.085
## 748 17.291
## 749  7.346
## 750  7.072
## 751  7.509
## 752  8.909
## 753 11.059
## 754 11.238
## 755  7.236
## 756  3.782
## 757 10.935
## 758  8.963
## 759  6.446
## 760  7.236
## 761  7.784
## 762  6.250
## 763  2.957
## 764  4.455
## 765  8.674
## 766  3.946
## 767  6.908
## 768  5.892
## 769  6.275
## 770  2.260
## 771  7.838
## 772 10.838
## 773  8.635
## 774  8.963
## 775  1.727
## 776  7.649
## 777  4.249
## 778  4.056
## 779  5.619
## 780  6.908
## 781  8.635
## 782  4.274
## 783  5.544
## 784  5.345
## 785 12.268
## 786  4.017
## 787  6.908
## 788  5.837
## 789  2.194
## 790  9.081
## 791  5.951
## 792  5.056
## 793  9.237
## 794  9.073
## 795  4.274
## 796 10.732
## 797  4.812
IH_MIN=min(IH)
IH_MAX=max(IH)

IH_trans81=((IH-IH_MIN)/(IH_MAX-IH_MIN))*100

summary(IH_trans81)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    0.00   17.26   29.06   30.93   42.53  100.00
round(sd(IH_trans81),2)
## [1] 17.11
#hist(IH_trans8,col="azure2",xlab="IPSU",main = "Distribución de IPSU",freq = FALSE,ylim = c(0,0.035))
#ERROR

NfinalMedia<-c() ##En este vector se estan almacenando las proporciones, osea, cada repeticion bootstrap
for (i in 1:1000) {
  #Datos=CaliyPalmira[,-c(8:10)] #Este es cuando junté todo y solo quité la incertidumbre
  Datos=Cali[,c(19:34)]
  #N<-Datos[sample(nrow(Datos),replace = TRUE)]
  temp_K<-c()
  lista_vacia <- vector("list", length = length(Datos))
  celsius_to_kelvin <- function(temp_C) {
    for (i in 12:16) {
      # temp_K <- temp_C[,i]*vector[i]
      lista_vacia[i]<-data.frame(#temp_C[,i]*vector[i]) 
        Datos[,i]*pesos[i])
      datosnew=lista_vacia[c(12:16)]
    }
    return(datosnew)
  };IHPRG1=data.frame(celsius_to_kelvin(Datos))
  IH<-rowSums(IHPRG1[ ,1:5])
  data.frame(IH)
  IH_MIN<-min(IH)
  IH_MAX<-max(IH)
  IH_trans<-((IH-IH_MIN)/(IH_MAX-IH_MIN))*100
  NfinalMedia[i]=median(sample(IH_trans,replace=T))
}; NfinalMedia
##    [1] 29.83166 30.44847 28.81007 28.87433 29.22128 32.04832 27.82061 30.53200
##    [9] 28.61732 29.23413 30.53200 29.22128 28.61732 28.35389 27.31303 26.40709
##   [17] 26.40709 29.23413 27.53148 28.43742 27.30018 26.92753 28.81007 31.15523
##   [25] 28.87433 29.06065 30.63480 30.72475 28.61732 29.67104 31.97122 28.97070
##   [33] 28.35389 29.22128 29.06065 26.43922 29.86379 30.48060 29.23413 28.43099
##   [41] 29.22128 31.16808 27.30018 29.67104 29.22128 29.67104 29.23413 28.61732
##   [49] 30.48060 28.97070 29.67104 26.86327 29.23413 27.30018 29.67104 29.67104
##   [57] 28.87433 28.43099 27.82061 29.23413 30.72475 29.40761 28.81007 29.06065
##   [65] 29.22128 27.74351 29.40761 27.74351 29.83166 28.61732 29.22128 31.00745
##   [73] 30.31997 29.40761 27.82061 30.53200 29.40761 29.40761 29.06065 29.67104
##   [81] 27.74351 28.81007 29.67104 30.72475 28.77795 29.23413 29.67104 29.40761
##   [89] 28.16114 28.61732 28.87433 29.22128 28.61732 29.23413 28.81007 27.82061
##   [97] 31.16808 28.61732 28.35389 27.30018 32.22179 28.43742 29.23413 28.77795
##  [105] 28.81007 28.97070 27.82061 27.74351 31.15523 29.86379 30.53200 29.22128
##  [113] 28.43742 28.53380 27.92984 30.44847 29.40761 29.40761 28.81007 29.40761
##  [121] 29.67104 28.53380 29.91519 29.06065 29.67104 29.40761 28.77795 27.82061
##  [129] 29.67104 28.81007 29.22128 28.87433 29.67104 29.06065 28.16114 30.72475
##  [137] 32.63942 29.06065 26.86327 29.67104 28.77795 28.97070 27.82061 29.67104
##  [145] 29.22128 29.67104 29.06065 28.87433 29.86379 27.11385 29.67104 28.61732
##  [153] 28.61732 30.44847 29.67104 30.53200 29.40761 30.31997 30.31997 27.30018
##  [161] 28.87433 29.06065 29.40761 28.61732 28.97070 28.87433 27.30018 29.23413
##  [169] 29.86379 30.63480 28.77795 30.63480 28.43099 28.43742 28.81007 31.16808
##  [177] 30.72475 28.16114 28.43099 29.67104 27.57003 28.35389 27.92984 28.77795
##  [185] 31.77846 30.31997 32.48522 28.35389 28.61732 28.43099 28.97070 28.35389
##  [193] 26.86327 29.67104 28.77795 28.43099 31.15523 30.72475 32.22179 29.83166
##  [201] 28.87433 27.44796 28.81007 29.22128 28.35389 29.22128 27.74351 29.67104
##  [209] 29.22128 29.83166 29.91519 27.92984 29.67104 31.15523 29.22128 29.86379
##  [217] 28.61732 29.22128 29.23413 29.40761 28.61732 29.83166 28.61732 31.18093
##  [225] 28.53380 28.77795 27.74351 29.67104 29.83166 28.61732 28.87433 29.23413
##  [233] 28.97070 30.72475 27.92984 30.72475 27.74351 28.86790 26.76047 29.67104
##  [241] 28.61732 29.06065 29.67104 29.22128 28.61732 29.23413 27.44796 28.35389
##  [249] 29.40761 29.67104 28.87433 28.53380 29.91519 27.92984 28.53380 30.72475
##  [257] 29.91519 28.77795 29.22128 28.61732 28.97070 28.16114 27.30018 28.81007
##  [265] 28.87433 27.82061 28.86790 29.67104 29.22128 26.92753 28.86790 29.23413
##  [273] 28.61732 28.43742 28.61732 29.67104 29.22128 28.53380 29.22128 29.40761
##  [281] 27.30018 30.72475 29.67104 27.30018 29.22128 28.53380 27.30018 28.87433
##  [289] 30.72475 30.48060 29.40761 29.67104 32.24749 30.31997 27.92984 27.11385
##  [297] 31.18093 29.67104 30.44847 26.40709 26.86327 29.40761 29.22128 27.30018
##  [305] 29.67104 29.67104 28.97070 27.82061 29.23413 29.67104 29.22128 32.83218
##  [313] 30.44847 28.97070 29.06065 28.43742 29.67104 26.86327 28.81007 28.43742
##  [321] 29.23413 28.61732 28.77795 27.44796 28.87433 29.40761 28.87433 27.53148
##  [329] 28.87433 28.43099 28.87433 28.35389 29.22128 29.67104 28.87433 28.35389
##  [337] 28.53380 28.87433 29.86379 29.40761 32.83218 28.77795 28.86790 28.43099
##  [345] 28.61732 28.87433 29.86379 29.91519 27.57003 29.67104 27.82061 28.43742
##  [353] 28.53380 29.23413 27.30018 29.67104 26.86327 28.77795 28.43099 27.31303
##  [361] 29.06065 28.61732 29.40761 28.86790 29.06065 28.43742 26.42637 28.77795
##  [369] 27.44796 28.43099 29.67104 28.61732 26.25289 28.61732 29.67104 29.22128
##  [377] 29.22128 28.77795 29.67104 28.77795 28.61732 27.30018 29.23413 28.81007
##  [385] 30.48060 29.23413 28.87433 29.22128 29.22128 28.87433 28.97070 26.86970
##  [393] 28.77795 29.67104 27.31303 29.67104 29.22128 28.87433 29.40761 31.00745
##  [401] 29.40761 30.53200 28.77795 30.53200 29.40761 27.82061 29.67104 32.48522
##  [409] 30.44847 26.92753 28.53380 28.43742 29.22128 29.22128 28.43742 28.77795
##  [417] 28.87433 27.57003 29.23413 28.61732 28.87433 27.92984 27.92984 27.57003
##  [425] 28.43742 29.83166 28.16114 28.97070 30.53200 30.53200 30.72475 27.10743
##  [433] 28.61732 28.43099 28.43099 29.83166 29.67104 28.87433 29.23413 29.91519
##  [441] 28.43742 28.61732 29.67104 28.86790 32.22179 29.22128 28.77795 29.67104
##  [449] 29.86379 28.16114 29.22128 28.61732 29.40761 28.87433 29.86379 30.53200
##  [457] 28.43099 29.67104 29.06065 28.87433 28.53380 29.67104 28.77795 29.23413
##  [465] 28.53380 32.48522 29.22128 26.92753 29.67104 28.87433 28.86790 29.06065
##  [473] 29.91519 28.53380 28.97070 32.22179 28.53380 28.87433 29.06065 28.53380
##  [481] 28.77795 28.61732 27.57003 29.23413 27.44796 28.86790 27.92984 28.16114
##  [489] 30.31997 28.87433 31.77846 28.61732 29.06065 30.72475 29.67104 29.40761
##  [497] 29.23413 28.81007 32.48522 27.30018 29.22128 28.87433 28.87433 30.31997
##  [505] 28.81007 27.57003 29.40761 28.86790 28.61732 29.40761 28.61732 28.53380
##  [513] 28.61732 28.43742 29.23413 30.53200 28.87433 29.91519 29.06065 29.22128
##  [521] 29.67104 30.31997 30.53200 29.06065 27.31303 28.87433 28.61732 29.40761
##  [529] 28.16114 28.97070 28.81007 30.63480 28.87433 30.31997 29.22128 29.23413
##  [537] 28.81007 28.87433 29.67104 29.22128 32.24749 29.67104 29.40761 28.61732
##  [545] 27.74351 28.35389 29.06065 27.92984 29.06065 26.43922 28.77795 29.22128
##  [553] 30.44847 28.86790 29.22128 29.40761 30.48060 29.22128 27.82061 28.35389
##  [561] 29.67104 28.87433 30.72475 29.40761 26.86327 30.48060 29.23413 29.23413
##  [569] 29.22128 29.67104 29.06065 28.43099 28.87433 28.43099 28.81007 27.30018
##  [577] 30.31997 29.06065 29.22128 28.53380 29.22128 32.48522 29.67104 29.23413
##  [585] 29.67104 29.86379 28.81007 30.72475 29.40761 26.42637 29.67104 28.86790
##  [593] 30.53200 29.23413 29.23413 29.40761 27.57003 28.87433 29.86379 28.77795
##  [601] 27.31303 28.81007 27.44796 28.97070 29.40761 29.22128 29.67104 27.92984
##  [609] 28.87433 28.61732 28.81007 29.06065 28.43742 29.67104 29.40761 29.06065
##  [617] 30.31997 27.92984 31.16808 28.16114 28.43742 31.18093 28.43099 29.91519
##  [625] 26.92753 29.40761 29.06065 29.06065 29.67104 29.22128 29.67104 29.40761
##  [633] 27.74351 29.67104 28.87433 28.43099 28.86790 28.87433 29.06065 27.92984
##  [641] 28.87433 28.97070 27.13955 28.35389 29.22128 29.86379 29.22128 27.13955
##  [649] 29.67104 29.67104 29.40761 28.87433 29.86379 28.86790 26.92753 28.53380
##  [657] 28.61732 31.15523 29.67104 28.87433 29.22128 28.87433 26.86327 28.86790
##  [665] 29.06065 28.43742 28.43099 28.43742 29.06065 29.67104 28.61732 30.72475
##  [673] 28.35389 28.97070 28.87433 27.92984 30.72475 28.87433 29.67104 27.13955
##  [681] 28.87433 27.30018 29.67104 29.23413 29.86379 29.86379 30.63480 29.06065
##  [689] 27.74351 27.44796 26.86970 28.97070 26.86327 29.06065 30.63480 28.86790
##  [697] 29.91519 29.67104 28.61732 30.72475 29.23413 27.57003 30.63480 29.67104
##  [705] 29.06065 27.44796 28.16114 29.67104 32.83218 28.97070 28.35389 29.67104
##  [713] 29.22128 29.22128 29.67104 27.74351 27.44796 29.67104 27.53148 28.43742
##  [721] 30.53200 26.76047 29.67104 29.06065 28.86790 29.86379 27.92984 29.67104
##  [729] 27.82061 28.61732 28.43742 30.63480 31.18093 28.87433 28.61732 29.22128
##  [737] 29.86379 28.86790 28.81007 29.06065 30.72475 26.86327 31.16808 29.23413
##  [745] 30.48060 29.67104 29.06065 28.87433 27.30018 29.67104 28.87433 29.67104
##  [753] 29.91519 30.53200 28.81007 28.61732 29.22128 28.61732 29.22128 27.57003
##  [761] 28.61732 30.72475 28.77795 31.16808 29.83166 29.40761 26.40709 29.86379
##  [769] 30.53200 28.35389 28.61732 29.67104 29.06065 29.67104 28.61732 28.77795
##  [777] 26.86970 28.87433 29.67104 28.86790 29.06065 29.67104 28.53380 26.92753
##  [785] 31.00745 28.97070 27.53148 29.86379 28.61732 30.31997 27.30018 29.22128
##  [793] 30.72475 28.87433 29.40761 29.67104 27.31303 28.87433 29.06065 28.87433
##  [801] 29.40761 26.76047 27.57003 29.67104 29.23413 30.63480 28.43099 29.86379
##  [809] 28.61732 29.40761 27.82061 29.86379 28.61732 28.87433 29.67104 29.67104
##  [817] 29.06065 26.40709 29.91519 28.35389 29.22128 30.31997 27.44796 29.22128
##  [825] 28.77795 29.06065 29.67104 31.16808 27.57003 28.43742 27.31303 29.67104
##  [833] 29.06065 28.97070 28.86790 31.77846 28.61732 29.83166 30.53200 29.91519
##  [841] 28.97070 28.86790 28.61732 29.91519 29.40761 28.86790 28.87433 28.61732
##  [849] 29.22128 27.30018 27.44796 28.87433 29.67104 28.86790 27.82061 29.06065
##  [857] 28.16114 29.83166 26.05371 29.06065 28.61732 29.67104 28.53380 30.48060
##  [865] 30.48060 28.87433 29.06065 28.81007 26.86970 29.23413 28.61732 29.23413
##  [873] 28.16114 26.40709 26.76047 29.22128 30.72475 30.72475 28.43742 27.30018
##  [881] 30.63480 28.35389 30.48060 29.06065 29.86379 32.67155 29.40761 28.87433
##  [889] 28.43099 27.31303 31.00745 30.72475 27.44796 27.44796 28.61732 29.22128
##  [897] 30.31997 29.40761 29.67104 28.81007 28.77795 29.83166 27.31303 30.31997
##  [905] 29.40761 28.86790 28.16114 28.53380 28.43742 29.40761 30.44847 30.72475
##  [913] 29.67104 29.22128 30.48060 29.22128 29.40761 28.43099 29.67104 30.48060
##  [921] 28.86790 27.30018 29.67104 29.40761 28.77795 26.40709 29.40761 28.87433
##  [929] 27.92984 30.31997 29.06065 28.16114 29.06065 30.44847 28.16114 30.63480
##  [937] 28.43099 28.87433 30.72475 29.67104 30.44847 29.06065 28.61732 29.67104
##  [945] 30.48060 29.06065 28.43742 28.61732 29.22128 29.67104 29.23413 27.82061
##  [953] 29.40761 30.44847 26.24647 27.31303 31.00745 28.61732 29.40761 29.22128
##  [961] 29.86379 28.81007 30.48060 28.86790 31.00745 29.22128 30.44847 28.81007
##  [969] 27.13955 29.67104 28.16114 27.74351 30.72475 29.06065 32.24749 30.48060
##  [977] 28.87433 26.86327 29.67104 28.77795 29.06065 28.61732 27.53148 30.72475
##  [985] 29.67104 29.67104 27.31303 28.53380 28.87433 30.53200 29.06065 26.92753
##  [993] 28.97070 30.72475 29.06065 26.40709 30.53200 28.16114 29.22128 29.67104
hist(NfinalMedia)

I_mediana=median(NfinalMedia);
#I_ref=31.86
#EE=I_ref-round(I_mediana,3);EE

#EE<-round((1/1000)*sum((NfinalMedia-I_mediana)^2+((1/1000)*sum(NfinalMedia)-I_mediana)^2),2);EE
EE<-round((1/(1000-1))*sum(NfinalMedia-median(IH_trans81))^2+(median(NfinalMedia)-median(IH_trans81))^2,2);EE
## [1] 0.1

PALMIRA

Palmira<-filter(CaliyPalmira, CaliyPalmira$Ciudad=="Palmira")

IPRG

# INDICE DE PERCEPCIÓN DE RIESGO GLOBAL


Datos=Palmira[,c(19:34)]


pesos=c(
  #probabilidad de contagio
  0.061,0.055,0.061,0.048,0.041,0.055,0.055,
  #severidad
  0.080,0.092,0.092,0.069,
  #susceptibilidad
  0.065,0.065,0.057,0.049,0.057
)

temp_K<-c()
lista_vacia <- vector("list", length = 646)
celsius_to_kelvin <- function(temp_C) {
  for (i in 1:16) {
    # temp_K <- temp_C[,i]*vector[i]
    lista_vacia[i]<-data.frame(#temp_C[,i]*vector[i]) 
      Datos[,i]*pesos[i])
    datosnew=lista_vacia[c(1:16)]
  }
  return(datosnew)
};IHPRG1=data.frame(celsius_to_kelvin(Datos))

IH=rowSums(IHPRG1[ ,1:16]);IH
##   [1] 3.946 2.222 3.190 3.796 4.580 2.980 3.297 3.665 4.124 5.202 5.996 3.151
##  [13] 3.046 3.123 3.954 4.953 4.734 4.351 4.158 4.785 4.613 4.059 3.568 2.531
##  [25] 3.879 2.486 2.797 3.603 4.378 3.614 3.803 4.810 4.209 2.713 3.945 4.710
##  [37] 4.260 5.266 5.205 3.030 5.753 3.617 3.861 3.976 3.154 5.173 4.024 4.003
##  [49] 4.386 3.689 3.696 4.144 5.622 4.768 3.983 2.643 5.329 5.073 4.076 3.083
##  [61] 3.576 4.430 2.992 4.851 2.426 3.510 5.247 5.065 2.570 3.524 5.512 3.576
##  [73] 2.728 4.503 4.382 3.429 3.382 5.679 6.070 3.259 4.931 1.539 4.196 4.297
##  [85] 5.221 3.631 2.772 3.581 4.140 4.360 5.603 4.443 3.130 2.695 2.797 4.132
##  [97] 5.089 4.190 2.911 3.893 1.842 3.400 4.416 3.998 2.746 3.189 2.996 4.846
## [109] 5.292 3.164 5.356 2.484 3.838 4.037 3.668 2.666 4.271 4.433 5.399 4.111
## [121] 4.759 4.095 4.458 4.111 4.528 3.084 4.234 4.141 4.754 3.786 4.209 1.588
## [133] 5.047 4.216 3.335 3.878 4.688 3.622 2.386 5.020 3.913 2.696 5.213 3.156
## [145] 3.055 5.992 4.663 6.342 4.072 3.904 2.921 3.363 4.684 5.105 5.131 5.619
## [157] 4.224 4.378 4.585 2.433 4.633 2.621 4.653 5.255 3.716 3.128 2.333 2.958
## [169] 2.782 4.328 4.413 3.634 4.854 5.255 3.953 4.217 4.867 5.730 2.900 5.608
## [181] 4.587 4.800 3.791 4.378 2.682 3.428 2.423 3.072 3.239 4.078 3.974 5.238
## [193] 4.753 5.635 4.556 3.249 3.362 3.598 2.856 4.371 5.548 4.400 4.350 2.781
## [205] 2.929 4.577 5.868 5.030 4.184 4.820 3.904 3.624 4.206 3.543 4.142 3.252
## [217] 5.401 5.828 3.965 1.754 2.075 5.170 6.108 3.240 4.630 4.550 4.891 4.513
## [229] 3.540 3.238 5.640 4.875 3.360 4.186 5.334 5.168 3.308 4.752 4.063 2.471
## [241] 3.248 3.718 2.832 3.269 5.298 4.343 5.378 5.232 5.243 4.756 3.470 2.787
## [253] 4.797 3.800 3.559 4.366 3.745 5.408 3.880 5.242 3.830 3.719 4.187 4.068
## [265] 3.110 4.075 3.149 5.914 3.401 5.849 6.322 4.330 4.329 4.853 3.553 2.800
## [277] 3.240 4.642 3.316 3.865 5.108 3.436 3.193 5.050 3.973 3.759 4.127 6.241
## [289] 5.105 4.641 4.324 3.181 3.097 4.117 4.492 5.170 3.019 4.809 3.367 3.474
## [301] 3.385 3.443 5.078 2.598 3.372 5.932 3.370 3.812 3.375 3.938 4.958 3.887
## [313] 5.573 3.890 3.679 3.534 3.498 4.898 3.792 5.408 2.826 2.821 3.556 3.788
## [325] 4.477 3.400 6.086 4.438 6.090 3.576 4.086 3.675 4.116 3.177 4.039 3.701
## [337] 4.320 5.548 4.261 4.688 5.574 4.485 4.493 1.290 2.494 2.973 3.912 4.265
## [349] 5.197 2.956 4.588 3.848 5.558 3.438 3.726 3.862 4.857 4.326 1.084 3.399
## [361] 4.416 3.706 3.124 3.639 5.469 4.232 4.397 1.843 2.904 3.930 5.864 5.376
## [373] 3.350 3.278 3.015 4.286 3.549 3.571 2.651 4.169 4.552 4.277 3.605 2.878
## [385] 3.773 2.908 2.923 2.698 2.449 5.857 3.115 4.572 3.583 5.524 3.936 0.937
## [397] 3.370 3.201 4.254 3.889 3.716 3.935 4.152 4.842 4.362 3.366 4.942 6.322
## [409] 2.941 3.547 4.944 5.111 3.112 4.633 3.087 4.591 3.521 5.863 3.378 5.240
## [421] 5.149 3.222 4.786 2.656 3.382 3.262 5.545 4.794 4.686 4.607 3.930 4.312
## [433] 4.551 3.818 5.143 4.131 5.036 3.783 3.961 4.147 4.006 3.216 4.311 4.338
## [445] 5.102 4.549 4.638 3.269 4.908 4.650 5.246 4.196 4.390 5.254 4.200 5.600
## [457] 3.869 5.581 4.185 2.659 4.344 4.480 3.765 3.036 5.254 5.896 5.623 4.915
## [469] 5.173 2.990 3.278 3.737 4.101 2.177 3.564 3.481 3.995 3.487 4.302 4.680
## [481] 2.744 4.626 2.657 3.334 3.445 4.674 5.465 3.000 5.162 4.168 3.044 5.752
## [493] 4.548 5.582 5.033 3.968 5.232 3.183 4.579 4.832 4.233 2.811 4.621 4.157
## [505] 2.883 3.345 3.549 3.782 4.964 5.557 4.173 4.725 4.488 5.090 4.041 4.439
## [517] 3.680 3.988 4.770 3.875 5.043 3.004 2.541 4.743 2.044 4.961 4.421 5.022
## [529] 4.059 3.512 5.980 5.149 4.895 4.966 3.314 4.732 6.176 5.061 5.210 4.336
## [541] 4.594 3.507 5.514 3.694 3.466 3.997 4.809 4.334 2.590 5.090 4.124 5.057
## [553] 2.058 5.192 3.886 3.409 3.648 3.165 2.539 6.322 5.002 2.778 4.064 6.127
## [565] 3.302 5.102 3.748 4.008 2.902 3.350 5.407 4.467 4.410 2.785 3.434 4.246
## [577] 3.732 3.068 3.542 4.117 4.005 3.970 3.282 4.817 4.876 4.959 5.401 2.901
## [589] 4.257 4.569 1.938 4.038 3.199 3.917 3.895 4.094 4.261 3.686 3.381 4.619
## [601] 3.678 4.722 3.227 5.344 3.171 1.898 3.801 3.112 4.903 3.601 3.935 1.102
## [613] 4.283 4.277 3.847 4.685 4.572 2.716 4.763 6.322 4.302 4.374 3.544 4.945
## [625] 4.272 4.002 3.669 3.815 4.748 5.130 6.387 4.589 3.975 4.926 3.950 5.923
## [637] 3.925 4.074 4.972 4.208 2.891 3.502 4.306 4.088 4.574 3.693
data.frame(IH)
##        IH
## 1   3.946
## 2   2.222
## 3   3.190
## 4   3.796
## 5   4.580
## 6   2.980
## 7   3.297
## 8   3.665
## 9   4.124
## 10  5.202
## 11  5.996
## 12  3.151
## 13  3.046
## 14  3.123
## 15  3.954
## 16  4.953
## 17  4.734
## 18  4.351
## 19  4.158
## 20  4.785
## 21  4.613
## 22  4.059
## 23  3.568
## 24  2.531
## 25  3.879
## 26  2.486
## 27  2.797
## 28  3.603
## 29  4.378
## 30  3.614
## 31  3.803
## 32  4.810
## 33  4.209
## 34  2.713
## 35  3.945
## 36  4.710
## 37  4.260
## 38  5.266
## 39  5.205
## 40  3.030
## 41  5.753
## 42  3.617
## 43  3.861
## 44  3.976
## 45  3.154
## 46  5.173
## 47  4.024
## 48  4.003
## 49  4.386
## 50  3.689
## 51  3.696
## 52  4.144
## 53  5.622
## 54  4.768
## 55  3.983
## 56  2.643
## 57  5.329
## 58  5.073
## 59  4.076
## 60  3.083
## 61  3.576
## 62  4.430
## 63  2.992
## 64  4.851
## 65  2.426
## 66  3.510
## 67  5.247
## 68  5.065
## 69  2.570
## 70  3.524
## 71  5.512
## 72  3.576
## 73  2.728
## 74  4.503
## 75  4.382
## 76  3.429
## 77  3.382
## 78  5.679
## 79  6.070
## 80  3.259
## 81  4.931
## 82  1.539
## 83  4.196
## 84  4.297
## 85  5.221
## 86  3.631
## 87  2.772
## 88  3.581
## 89  4.140
## 90  4.360
## 91  5.603
## 92  4.443
## 93  3.130
## 94  2.695
## 95  2.797
## 96  4.132
## 97  5.089
## 98  4.190
## 99  2.911
## 100 3.893
## 101 1.842
## 102 3.400
## 103 4.416
## 104 3.998
## 105 2.746
## 106 3.189
## 107 2.996
## 108 4.846
## 109 5.292
## 110 3.164
## 111 5.356
## 112 2.484
## 113 3.838
## 114 4.037
## 115 3.668
## 116 2.666
## 117 4.271
## 118 4.433
## 119 5.399
## 120 4.111
## 121 4.759
## 122 4.095
## 123 4.458
## 124 4.111
## 125 4.528
## 126 3.084
## 127 4.234
## 128 4.141
## 129 4.754
## 130 3.786
## 131 4.209
## 132 1.588
## 133 5.047
## 134 4.216
## 135 3.335
## 136 3.878
## 137 4.688
## 138 3.622
## 139 2.386
## 140 5.020
## 141 3.913
## 142 2.696
## 143 5.213
## 144 3.156
## 145 3.055
## 146 5.992
## 147 4.663
## 148 6.342
## 149 4.072
## 150 3.904
## 151 2.921
## 152 3.363
## 153 4.684
## 154 5.105
## 155 5.131
## 156 5.619
## 157 4.224
## 158 4.378
## 159 4.585
## 160 2.433
## 161 4.633
## 162 2.621
## 163 4.653
## 164 5.255
## 165 3.716
## 166 3.128
## 167 2.333
## 168 2.958
## 169 2.782
## 170 4.328
## 171 4.413
## 172 3.634
## 173 4.854
## 174 5.255
## 175 3.953
## 176 4.217
## 177 4.867
## 178 5.730
## 179 2.900
## 180 5.608
## 181 4.587
## 182 4.800
## 183 3.791
## 184 4.378
## 185 2.682
## 186 3.428
## 187 2.423
## 188 3.072
## 189 3.239
## 190 4.078
## 191 3.974
## 192 5.238
## 193 4.753
## 194 5.635
## 195 4.556
## 196 3.249
## 197 3.362
## 198 3.598
## 199 2.856
## 200 4.371
## 201 5.548
## 202 4.400
## 203 4.350
## 204 2.781
## 205 2.929
## 206 4.577
## 207 5.868
## 208 5.030
## 209 4.184
## 210 4.820
## 211 3.904
## 212 3.624
## 213 4.206
## 214 3.543
## 215 4.142
## 216 3.252
## 217 5.401
## 218 5.828
## 219 3.965
## 220 1.754
## 221 2.075
## 222 5.170
## 223 6.108
## 224 3.240
## 225 4.630
## 226 4.550
## 227 4.891
## 228 4.513
## 229 3.540
## 230 3.238
## 231 5.640
## 232 4.875
## 233 3.360
## 234 4.186
## 235 5.334
## 236 5.168
## 237 3.308
## 238 4.752
## 239 4.063
## 240 2.471
## 241 3.248
## 242 3.718
## 243 2.832
## 244 3.269
## 245 5.298
## 246 4.343
## 247 5.378
## 248 5.232
## 249 5.243
## 250 4.756
## 251 3.470
## 252 2.787
## 253 4.797
## 254 3.800
## 255 3.559
## 256 4.366
## 257 3.745
## 258 5.408
## 259 3.880
## 260 5.242
## 261 3.830
## 262 3.719
## 263 4.187
## 264 4.068
## 265 3.110
## 266 4.075
## 267 3.149
## 268 5.914
## 269 3.401
## 270 5.849
## 271 6.322
## 272 4.330
## 273 4.329
## 274 4.853
## 275 3.553
## 276 2.800
## 277 3.240
## 278 4.642
## 279 3.316
## 280 3.865
## 281 5.108
## 282 3.436
## 283 3.193
## 284 5.050
## 285 3.973
## 286 3.759
## 287 4.127
## 288 6.241
## 289 5.105
## 290 4.641
## 291 4.324
## 292 3.181
## 293 3.097
## 294 4.117
## 295 4.492
## 296 5.170
## 297 3.019
## 298 4.809
## 299 3.367
## 300 3.474
## 301 3.385
## 302 3.443
## 303 5.078
## 304 2.598
## 305 3.372
## 306 5.932
## 307 3.370
## 308 3.812
## 309 3.375
## 310 3.938
## 311 4.958
## 312 3.887
## 313 5.573
## 314 3.890
## 315 3.679
## 316 3.534
## 317 3.498
## 318 4.898
## 319 3.792
## 320 5.408
## 321 2.826
## 322 2.821
## 323 3.556
## 324 3.788
## 325 4.477
## 326 3.400
## 327 6.086
## 328 4.438
## 329 6.090
## 330 3.576
## 331 4.086
## 332 3.675
## 333 4.116
## 334 3.177
## 335 4.039
## 336 3.701
## 337 4.320
## 338 5.548
## 339 4.261
## 340 4.688
## 341 5.574
## 342 4.485
## 343 4.493
## 344 1.290
## 345 2.494
## 346 2.973
## 347 3.912
## 348 4.265
## 349 5.197
## 350 2.956
## 351 4.588
## 352 3.848
## 353 5.558
## 354 3.438
## 355 3.726
## 356 3.862
## 357 4.857
## 358 4.326
## 359 1.084
## 360 3.399
## 361 4.416
## 362 3.706
## 363 3.124
## 364 3.639
## 365 5.469
## 366 4.232
## 367 4.397
## 368 1.843
## 369 2.904
## 370 3.930
## 371 5.864
## 372 5.376
## 373 3.350
## 374 3.278
## 375 3.015
## 376 4.286
## 377 3.549
## 378 3.571
## 379 2.651
## 380 4.169
## 381 4.552
## 382 4.277
## 383 3.605
## 384 2.878
## 385 3.773
## 386 2.908
## 387 2.923
## 388 2.698
## 389 2.449
## 390 5.857
## 391 3.115
## 392 4.572
## 393 3.583
## 394 5.524
## 395 3.936
## 396 0.937
## 397 3.370
## 398 3.201
## 399 4.254
## 400 3.889
## 401 3.716
## 402 3.935
## 403 4.152
## 404 4.842
## 405 4.362
## 406 3.366
## 407 4.942
## 408 6.322
## 409 2.941
## 410 3.547
## 411 4.944
## 412 5.111
## 413 3.112
## 414 4.633
## 415 3.087
## 416 4.591
## 417 3.521
## 418 5.863
## 419 3.378
## 420 5.240
## 421 5.149
## 422 3.222
## 423 4.786
## 424 2.656
## 425 3.382
## 426 3.262
## 427 5.545
## 428 4.794
## 429 4.686
## 430 4.607
## 431 3.930
## 432 4.312
## 433 4.551
## 434 3.818
## 435 5.143
## 436 4.131
## 437 5.036
## 438 3.783
## 439 3.961
## 440 4.147
## 441 4.006
## 442 3.216
## 443 4.311
## 444 4.338
## 445 5.102
## 446 4.549
## 447 4.638
## 448 3.269
## 449 4.908
## 450 4.650
## 451 5.246
## 452 4.196
## 453 4.390
## 454 5.254
## 455 4.200
## 456 5.600
## 457 3.869
## 458 5.581
## 459 4.185
## 460 2.659
## 461 4.344
## 462 4.480
## 463 3.765
## 464 3.036
## 465 5.254
## 466 5.896
## 467 5.623
## 468 4.915
## 469 5.173
## 470 2.990
## 471 3.278
## 472 3.737
## 473 4.101
## 474 2.177
## 475 3.564
## 476 3.481
## 477 3.995
## 478 3.487
## 479 4.302
## 480 4.680
## 481 2.744
## 482 4.626
## 483 2.657
## 484 3.334
## 485 3.445
## 486 4.674
## 487 5.465
## 488 3.000
## 489 5.162
## 490 4.168
## 491 3.044
## 492 5.752
## 493 4.548
## 494 5.582
## 495 5.033
## 496 3.968
## 497 5.232
## 498 3.183
## 499 4.579
## 500 4.832
## 501 4.233
## 502 2.811
## 503 4.621
## 504 4.157
## 505 2.883
## 506 3.345
## 507 3.549
## 508 3.782
## 509 4.964
## 510 5.557
## 511 4.173
## 512 4.725
## 513 4.488
## 514 5.090
## 515 4.041
## 516 4.439
## 517 3.680
## 518 3.988
## 519 4.770
## 520 3.875
## 521 5.043
## 522 3.004
## 523 2.541
## 524 4.743
## 525 2.044
## 526 4.961
## 527 4.421
## 528 5.022
## 529 4.059
## 530 3.512
## 531 5.980
## 532 5.149
## 533 4.895
## 534 4.966
## 535 3.314
## 536 4.732
## 537 6.176
## 538 5.061
## 539 5.210
## 540 4.336
## 541 4.594
## 542 3.507
## 543 5.514
## 544 3.694
## 545 3.466
## 546 3.997
## 547 4.809
## 548 4.334
## 549 2.590
## 550 5.090
## 551 4.124
## 552 5.057
## 553 2.058
## 554 5.192
## 555 3.886
## 556 3.409
## 557 3.648
## 558 3.165
## 559 2.539
## 560 6.322
## 561 5.002
## 562 2.778
## 563 4.064
## 564 6.127
## 565 3.302
## 566 5.102
## 567 3.748
## 568 4.008
## 569 2.902
## 570 3.350
## 571 5.407
## 572 4.467
## 573 4.410
## 574 2.785
## 575 3.434
## 576 4.246
## 577 3.732
## 578 3.068
## 579 3.542
## 580 4.117
## 581 4.005
## 582 3.970
## 583 3.282
## 584 4.817
## 585 4.876
## 586 4.959
## 587 5.401
## 588 2.901
## 589 4.257
## 590 4.569
## 591 1.938
## 592 4.038
## 593 3.199
## 594 3.917
## 595 3.895
## 596 4.094
## 597 4.261
## 598 3.686
## 599 3.381
## 600 4.619
## 601 3.678
## 602 4.722
## 603 3.227
## 604 5.344
## 605 3.171
## 606 1.898
## 607 3.801
## 608 3.112
## 609 4.903
## 610 3.601
## 611 3.935
## 612 1.102
## 613 4.283
## 614 4.277
## 615 3.847
## 616 4.685
## 617 4.572
## 618 2.716
## 619 4.763
## 620 6.322
## 621 4.302
## 622 4.374
## 623 3.544
## 624 4.945
## 625 4.272
## 626 4.002
## 627 3.669
## 628 3.815
## 629 4.748
## 630 5.130
## 631 6.387
## 632 4.589
## 633 3.975
## 634 4.926
## 635 3.950
## 636 5.923
## 637 3.925
## 638 4.074
## 639 4.972
## 640 4.208
## 641 2.891
## 642 3.502
## 643 4.306
## 644 4.088
## 645 4.574
## 646 3.693
IH_MIN=min(IH)
IH_MAX=max(IH)

IH_trans2=((IH-IH_MIN)/(IH_MAX-IH_MIN))*100

summary(IH_trans2)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    0.00   45.18   57.71   57.78   70.11  100.00
round(sd(IH_trans2),2)
## [1] 17.59
#hist(IH_trans,col="azure2",xlab="IPRG",main = "Distribución de IPRG",freq = FALSE,ylim = c(0,0.035))

ECM

#ERROR DE ESTIMACIÓN (EE)

n=round(646*0.80,0);n
## [1] 517
NfinalMedia<-c() ##En este vector se estan almacenando las proporciones, osea, cada repeticion bootstrap
for (i in 1:1000) {
  #Datos=CaliyPalmira[,-c(8:10)] #Este es cuando junté todo y solo quité la incertidumbre
  Datos=Palmira[,c(19:34)]
  #N<-Datos[sample(nrow(Datos),replace = TRUE)]
  temp_K<-c()
  lista_vacia <- vector("list", length = length(Datos))
  celsius_to_kelvin <- function(temp_C) {
    for (i in 1:16) {
      # temp_K <- temp_C[,i]*vector[i]
      lista_vacia[i]<-data.frame(#temp_C[,i]*vector[i]) 
        Datos[,i]*pesos[i])
      datosnew=lista_vacia[c(1:16)]
    }
    return(datosnew)
  };IHPRG1=data.frame(celsius_to_kelvin(Datos))
  IH<-rowSums(IHPRG1[ ,1:16])
  data.frame(IH)
  IH_MIN<-min(IH)
  IH_MAX<-max(IH)
  IH_trans<-((IH-IH_MIN)/(IH_MAX-IH_MIN))*100
  NfinalMedia[i]=median(sample(IH_trans,replace=T))
}; NfinalMedia
##    [1] 58.62385 55.35780 58.47706 58.05505 57.57798 57.35780 58.14679 57.81651
##    [9] 58.79817 57.93578 58.79817 57.92661 56.33028 58.23853 57.94495 57.61468
##   [17] 58.33028 58.47706 57.41284 57.87156 57.93578 58.29358 56.25688 57.61468
##   [25] 58.33945 57.28440 56.93578 58.29358 58.34862 56.19266 58.44037 57.32110
##   [33] 56.31193 56.22936 56.15596 57.28440 58.61468 58.87156 59.62385 58.57798
##   [41] 57.74312 57.56881 57.57798 56.96330 58.61468 58.23853 58.05505 58.34862
##   [49] 56.00000 56.90826 57.57798 58.56881 59.10092 57.55963 58.33028 57.28440
##   [57] 57.28440 58.78899 58.56881 56.77064 56.88991 56.92661 58.33945 56.89908
##   [65] 57.58716 56.77064 56.29358 57.79817 57.11927 58.41284 57.63303 57.59633
##   [73] 58.47706 57.57798 58.47706 57.91743 57.88073 57.57798 58.81651 58.60550
##   [81] 57.35780 57.61468 58.47706 56.76147 57.70642 57.28440 56.77064 58.41284
##   [89] 59.79817 56.91743 58.56881 58.84404 57.58716 57.56881 58.23853 58.19266
##   [97] 57.48624 57.41284 57.41284 57.70642 57.59633 56.88991 58.78899 57.60550
##  [105] 58.56881 59.87156 57.11927 57.54128 57.92661 58.23853 57.11927 55.98165
##  [113] 57.65138 57.28440 57.57798 57.79817 57.85321 57.61468 56.46789 57.15596
##  [121] 57.44954 57.94495 58.84404 57.88073 57.37615 59.20183 57.56881 56.24771
##  [129] 56.95413 57.44037 57.28440 57.77982 57.32110 56.12844 56.34862 56.33028
##  [137] 57.59633 58.14679 57.58716 58.69725 56.89908 56.30275 57.44954 57.10092
##  [145] 57.70642 57.82569 58.34862 57.93578 56.47706 57.28440 58.33028 57.57798
##  [153] 57.63303 57.28440 58.61468 57.60550 57.60550 56.34862 58.61468 56.92661
##  [161] 57.50459 58.56881 57.55963 57.94495 58.47706 57.92661 58.60550 58.23853
##  [169] 57.37615 60.17431 57.37615 55.75229 58.05505 55.98165 57.11927 57.93578
##  [177] 56.33028 57.84404 58.14679 56.90826 57.28440 57.55963 58.61468 57.56881
##  [185] 58.60550 58.14679 58.09174 57.79817 57.81651 57.28440 57.63303 57.85321
##  [193] 57.37615 56.95413 57.87156 57.35780 58.41284 56.32110 57.94495 56.59633
##  [201] 57.99083 59.09174 56.89908 58.61468 58.47706 57.37615 56.12844 56.49541
##  [209] 57.58716 58.78899 57.33028 57.57798 58.14679 58.81651 57.61468 57.36697
##  [217] 57.79817 56.32110 57.36697 57.77982 58.00000 55.60550 56.12844 57.77982
##  [225] 57.57798 58.23853 57.46789 55.61468 59.58716 57.77982 58.19266 57.63303
##  [233] 57.68807 57.40367 58.34862 56.29358 57.99083 57.70642 58.61468 58.80734
##  [241] 57.32110 58.33945 56.89908 58.77982 60.02752 57.11927 58.33028 58.47706
##  [249] 57.79817 58.56881 56.88991 58.47706 56.89908 56.64220 57.33028 57.55963
##  [257] 57.60550 55.73394 56.31193 57.35780 58.28440 56.77064 56.95413 58.34862
##  [265] 56.29358 57.57798 58.29358 58.28440 56.91743 57.70642 58.23853 58.84404
##  [273] 56.31193 57.37615 56.23853 59.37615 55.58716 57.28440 59.74312 58.28440
##  [281] 57.55963 57.55963 56.91743 57.52294 58.85321 58.00000 57.37615 57.63303
##  [289] 56.34862 58.28440 58.00000 58.33945 58.84404 58.87156 57.54128 58.53211
##  [297] 58.79817 57.77982 58.47706 57.28440 58.23853 57.79817 57.92661 57.81651
##  [305] 57.70642 57.87156 58.34862 57.57798 58.33945 58.34862 59.58716 58.47706
##  [313] 58.23853 57.40367 55.72477 58.33028 57.48624 56.88073 57.59633 56.32110
##  [321] 57.33028 59.19266 58.09174 58.34862 58.84404 58.14679 59.47706 57.41284
##  [329] 59.87156 58.33028 57.63303 56.49541 57.41284 57.28440 56.64220 58.23853
##  [337] 57.50459 57.61468 57.28440 57.41284 58.34862 57.68807 57.61468 57.35780
##  [345] 56.90826 59.37615 57.60550 57.81651 59.61468 58.47706 57.81651 57.15596
##  [353] 58.00000 57.77982 58.57798 58.60550 59.08257 57.68807 58.78899 58.00000
##  [361] 57.41284 57.35780 58.77064 57.88073 56.15596 59.59633 58.82569 57.93578
##  [369] 57.85321 56.76147 57.55046 58.53211 58.53211 57.77982 57.79817 56.49541
##  [377] 55.65138 56.29358 57.87156 56.62385 57.33028 58.50459 56.93578 58.33945
##  [385] 58.34862 57.35780 57.51376 57.93578 59.33945 58.54128 58.89908 58.41284
##  [393] 58.34862 58.14679 57.94495 57.70642 56.47706 57.99083 57.54128 58.77982
##  [401] 56.44037 56.95413 56.49541 58.47706 57.57798 57.50459 57.28440 58.50459
##  [409] 58.47706 56.33028 56.88073 58.77982 57.59633 57.81651 57.63303 55.72477
##  [417] 58.28440 58.28440 58.23853 58.41284 58.14679 57.56881 57.81651 56.91743
##  [425] 57.55963 56.61468 58.34862 56.31193 57.57798 58.23853 57.36697 57.44954
##  [433] 55.55963 57.92661 56.61468 58.14679 57.56881 59.08257 58.77064 57.28440
##  [441] 57.56881 58.34862 56.90826 56.16514 58.84404 58.62385 58.41284 57.48624
##  [449] 58.23853 58.99083 57.54128 58.61468 58.23853 56.76147 58.34862 55.19266
##  [457] 57.77982 57.57798 56.95413 56.90826 58.23853 59.43119 57.47706 58.13761
##  [465] 57.61468 58.54128 58.00000 58.44037 57.77982 55.70642 58.61468 59.92661
##  [473] 56.33028 56.76147 57.58716 57.32110 57.59633 57.48624 55.33945 59.79817
##  [481] 57.94495 57.92661 58.33028 58.14679 57.37615 57.92661 57.28440 58.50459
##  [489] 57.41284 59.74312 57.55963 56.95413 57.78899 58.62385 57.28440 58.23853
##  [497] 55.76147 57.79817 58.28440 59.03670 57.85321 56.90826 57.44954 56.29358
##  [505] 55.75229 58.70642 58.41284 57.55963 56.32110 57.37615 57.81651 55.73394
##  [513] 57.94495 57.33028 57.68807 58.62385 58.34862 56.60550 58.14679 57.36697
##  [521] 58.77064 56.12844 58.78899 58.82569 57.48624 57.93578 57.11927 58.34862
##  [529] 57.35780 56.11009 58.53211 58.53211 58.62385 58.28440 58.41284 57.52294
##  [537] 58.41284 56.89908 55.75229 58.33028 57.41284 58.83486 58.05505 57.55963
##  [545] 57.59633 56.76147 57.40367 58.77064 57.13761 56.91743 58.82569 60.00000
##  [553] 57.48624 57.70642 57.56881 58.53211 57.58716 55.98165 59.57798 58.60550
##  [561] 59.66055 56.14679 55.73394 57.93578 57.33028 57.63303 56.91743 57.52294
##  [569] 57.28440 56.34862 57.35780 57.87156 56.25688 56.24771 57.87156 58.41284
##  [577] 56.33028 58.28440 55.28440 57.81651 56.91743 58.14679 57.28440 57.94495
##  [585] 56.89908 57.28440 57.54128 58.50459 58.29358 58.99083 58.61468 57.88073
##  [593] 58.47706 59.79817 57.55046 56.88073 57.63303 57.72477 58.23853 57.25688
##  [601] 57.79817 57.68807 57.72477 57.77982 56.88073 57.68807 55.67890 57.77982
##  [609] 57.28440 59.08257 57.87156 57.59633 57.55963 57.72477 58.33028 55.74312
##  [617] 57.81651 56.92661 58.29358 56.11009 58.09174 58.23853 58.00000 58.00000
##  [625] 57.93578 58.50459 57.65138 58.60550 57.28440 57.11927 57.59633 58.89908
##  [633] 57.41284 57.94495 57.40367 57.33028 57.61468 58.47706 58.70642 56.59633
##  [641] 58.47706 58.56881 57.70642 57.41284 58.05505 56.49541 57.63303 57.32110
##  [649] 59.19266 58.47706 57.56881 55.93578 57.52294 55.92661 58.41284 58.82569
##  [657] 59.33945 56.31193 58.23853 57.57798 57.56881 58.00000 56.22936 56.16514
##  [665] 56.93578 56.90826 58.14679 58.47706 57.32110 57.94495 57.28440 57.59633
##  [673] 58.14679 56.24771 58.63303 58.47706 56.31193 56.27523 56.33028 56.91743
##  [681] 55.93578 57.44954 57.35780 57.32110 58.87156 58.82569 59.33945 58.79817
##  [689] 57.48624 58.79817 57.37615 57.35780 55.93578 57.59633 57.41284 58.23853
##  [697] 58.57798 57.93578 57.13761 57.11927 57.52294 57.40367 57.63303 56.91743
##  [705] 56.88073 56.16514 56.16514 58.79817 56.47706 57.59633 56.63303 57.36697
##  [713] 57.48624 57.11927 58.53211 57.50459 57.36697 58.23853 59.62385 59.29358
##  [721] 57.54128 57.94495 56.01835 57.93578 58.61468 56.88991 58.71560 57.57798
##  [729] 58.99083 57.44954 57.54128 57.77982 59.74312 59.33028 59.04587 57.86239
##  [737] 58.78899 56.93578 56.89908 58.23853 58.19266 57.70642 58.28440 58.34862
##  [745] 56.89908 58.89908 57.81651 58.79817 57.28440 55.76147 56.15596 57.60550
##  [753] 57.28440 58.28440 55.81651 57.70642 56.30275 57.48624 58.23853 58.34862
##  [761] 55.48624 57.11927 57.58716 57.60550 57.32110 58.41284 56.93578 57.81651
##  [769] 58.23853 57.79817 58.23853 58.35780 57.81651 57.60550 57.77982 57.63303
##  [777] 58.23853 57.55963 58.57798 57.70642 55.35780 57.79817 58.94495 57.32110
##  [785] 58.78899 57.63303 58.69725 56.29358 57.54128 57.41284 57.94495 57.52294
##  [793] 56.95413 55.82569 57.52294 58.87156 58.40367 57.66972 57.35780 59.44037
##  [801] 57.81651 55.98165 56.15596 56.88991 56.89908 56.89908 57.28440 58.99083
##  [809] 57.44954 58.87156 56.29358 56.91743 58.84404 56.49541 57.11927 57.10092
##  [817] 59.48624 58.33945 57.48624 58.19266 57.44954 57.41284 57.54128 58.05505
##  [825] 57.68807 56.93578 58.28440 58.33028 57.44954 58.14679 57.55963 57.41284
##  [833] 58.05505 58.70642 58.47706 57.55046 57.28440 58.47706 57.77982 56.49541
##  [841] 57.55046 58.23853 57.81651 57.58716 56.64220 56.31193 59.14679 56.31193
##  [849] 58.33028 56.49541 57.32110 57.48624 56.88991 58.34862 56.31193 56.89908
##  [857] 56.64220 57.63303 57.28440 57.11927 56.93578 56.00000 59.57798 58.23853
##  [865] 57.48624 59.28440 56.49541 57.10092 57.92661 57.77982 57.36697 58.23853
##  [873] 57.77982 56.07339 56.64220 58.23853 57.92661 58.33028 55.86239 58.41284
##  [881] 57.41284 57.14679 59.47706 58.28440 57.88073 57.28440 58.60550 57.32110
##  [889] 58.50459 58.60550 57.87156 57.55963 58.47706 58.34862 56.30275 57.94495
##  [897] 57.32110 58.05505 57.58716 56.95413 58.69725 57.57798 57.77982 56.91743
##  [905] 58.34862 57.35780 56.64220 58.60550 57.79817 57.61468 57.58716 57.58716
##  [913] 58.78899 58.34862 60.10092 58.78899 56.91743 56.90826 57.55963 55.93578
##  [921] 58.00000 57.79817 57.81651 58.00000 59.20183 56.95413 58.33945 57.33028
##  [929] 56.62385 58.23853 58.57798 58.57798 58.34862 56.06422 57.93578 57.11927
##  [937] 57.54128 57.50459 57.58716 58.33028 56.28440 58.99083 57.91743 58.84404
##  [945] 57.41284 55.55963 58.47706 56.95413 58.69725 57.41284 57.36697 55.70642
##  [953] 57.77982 56.33028 57.44954 59.47706 58.41284 56.88073 58.41284 56.88991
##  [961] 57.41284 57.52294 57.28440 55.76147 57.10092 58.77064 58.23853 57.81651
##  [969] 57.70642 58.41284 56.76147 58.53211 57.57798 58.41284 57.77982 57.32110
##  [977] 58.80734 57.93578 58.41284 56.49541 57.61468 58.82569 57.44954 56.95413
##  [985] 57.58716 57.52294 58.70642 57.59633 57.44954 57.57798 58.87156 56.16514
##  [993] 58.00000 58.47706 57.93578 59.28440 58.47706 58.34862 56.29358 58.41284
hist(NfinalMedia)

I_mediana=mean(NfinalMedia);I_mediana
## [1] 57.69455
#I_ref=58.21
#EE=I_ref-round(I_mediana,3);EE

#EE<-round((1/1000)*sum((NfinalMedia-I_mediana)^2+((1/1000)*sum(NfinalMedia)-I_mediana)^2),2);EE
EE<-round((1/(1000-1))*sum(NfinalMedia-median(IH_trans2))^2+(median(NfinalMedia)-median(IH_trans2))^2,2);EE
## [1] 0.15

grupos

#Datos=Palmira[,c(19:34)]

#falta activar incertidumbre

pesos=c(
  #voluntariedad
  #0.50,0.50,
  #conocimiento
  #0.171,0.220,0.171,0.195,0.244,
  #incertidumbre
  #0.032,0.024,0.024,
  #confianza gubernamental
  #0.241,0.276,0.241,0.241,
  #confianza sector salud
  #0.438,0.563,
  #confianza medios 
  #0.467,0.533,
  #probabilidad de contagio
  0.164,0.145,0.164,0.127,0.109,0.145,0.145,
  #severidad
  0.241,0.276,0.276,0.207,
  #susceptibilidad
  0.222,0.222,0.194,0.167,0.194
  #,
  #cumplimiento
  #0.190,0.190,0.190,0.143,0.143,0.143
  )

PROBABILIDAD DE CONTAGIO

#--------------------------------probabilidad de contagio-----------------------------------

#ProbabilidadContagio=Datos[,c(16:22)]*pesos[c(16:22)];ProbabilidadContagio

temp_K<-c()
lista_vacia <- vector("list", length = 646)
celsius_to_kelvin <- function(temp_C) {
  for (i in 1:7) {
    # temp_K <- temp_C[,i]*vector[i]
    lista_vacia[i]<-data.frame(#temp_C[,i]*vector[i]) 
      Datos[,i]*pesos[i])
    datosnew=lista_vacia[c(1:7)]
  }
  return(datosnew)
};ProbabilidadContagio=data.frame(celsius_to_kelvin(Datos))

IH=rowSums(ProbabilidadContagio[ ,1:7]);IH
##   [1] 4.358 3.740 5.905 4.523 3.650 2.887 3.796 3.706 5.432 6.050 6.050 3.994
##  [13] 4.250 4.250 4.851 5.722 5.432 4.104 4.232 4.378 3.722 3.866 3.526 2.960
##  [25] 4.669 3.960 3.396 4.358 5.268 4.504 5.141 4.559 4.287 3.376 5.867 4.850
##  [37] 4.741 5.595 6.031 2.944 6.195 3.558 3.415 4.433 3.922 4.668 4.560 4.359
##  [49] 5.122 4.887 2.361 4.451 6.050 4.958 3.832 3.614 5.287 4.378 4.888 3.959
##  [61] 4.122 4.977 4.139 4.977 2.650 3.941 4.687 4.704 4.034 3.759 5.577 4.611
##  [73] 3.414 5.451 4.342 3.852 3.814 5.867 6.195 3.906 5.558 1.454 5.013 4.432
##  [85] 5.122 4.287 2.906 3.706 4.577 4.322 6.195 4.359 4.577 3.016 3.777 4.051
##  [97] 3.777 4.523 3.142 3.614 3.234 4.105 4.232 5.051 3.687 4.649 5.287 5.886
## [109] 5.595 3.379 5.014 3.233 3.360 4.160 2.869 4.743 3.923 2.706 5.905 4.322
## [121] 4.359 3.158 4.397 5.450 4.486 3.960 3.123 4.377 5.923 4.593 6.068 1.743
## [133] 6.068 5.703 3.597 5.886 6.195 4.394 2.958 4.850 3.253 3.360 5.905 3.886
## [145] 3.032 5.558 4.942 5.905 4.359 4.268 3.360 2.324 3.450 5.577 5.577 4.850
## [157] 4.395 4.868 4.560 3.670 4.812 1.688 4.105 5.886 3.903 3.307 2.687 3.687
## [169] 3.159 4.649 3.650 3.706 4.540 4.144 5.506 4.251 4.596 5.941 2.742 5.558
## [181] 4.415 4.596 4.757 5.033 2.651 4.142 2.724 3.233 4.105 4.232 5.122 3.502
## [193] 4.396 4.741 4.359 3.850 4.100 3.597 3.141 4.251 4.921 4.377 3.777 2.432
## [205] 4.015 5.796 6.195 4.997 4.359 5.413 3.777 3.670 4.359 3.141 5.759 3.703
## [217] 6.050 6.195 4.359 1.853 3.234 4.233 6.195 3.613 3.595 4.250 4.105 4.342
## [229] 4.757 3.614 6.050 6.195 2.976 4.795 3.886 6.195 4.612 5.122 4.579 3.576
## [241] 3.940 4.794 3.940 3.669 4.795 5.159 5.450 4.995 4.883 5.249 3.214 2.869
## [253] 4.359 3.198 5.596 4.850 3.469 5.577 3.851 5.905 4.852 3.032 3.761 4.631
## [265] 3.450 4.649 4.413 5.905 3.469 5.397 6.195 6.195 5.760 4.814 4.321 2.470
## [277] 3.341 4.303 4.250 5.905 5.087 3.560 4.251 5.196 3.666 4.414 3.796 5.467
## [289] 5.413 5.286 4.325 2.959 4.524 2.850 5.140 4.050 3.926 4.523 3.647 3.650
## [301] 3.523 2.977 4.977 1.960 4.032 6.195 3.937 3.633 3.797 3.742 5.123 3.377
## [313] 4.522 3.814 3.815 3.759 3.759 4.924 3.141 5.760 4.560 2.942 4.559 4.705
## [325] 5.050 5.141 6.195 4.977 5.577 4.269 4.723 4.359 3.523 2.778 3.978 4.541
## [337] 6.068 5.103 4.977 5.614 5.487 4.996 4.414 1.761 2.906 3.141 4.448 4.469
## [349] 3.886 2.941 4.303 4.504 6.195 3.105 3.979 3.705 4.176 4.940 1.217 4.011
## [361] 4.287 3.669 3.196 3.796 4.851 3.032 3.504 2.123 4.087 3.833 5.305 6.195
## [373] 4.433 3.742 3.360 4.161 4.686 3.468 3.631 4.360 4.250 3.305 3.360 2.595
## [385] 4.124 4.687 3.595 2.542 3.450 6.050 3.124 4.977 3.795 5.959 3.141 0.999
## [397] 4.014 2.469 4.321 3.759 4.705 4.069 5.032 5.413 4.959 4.687 5.431 6.195
## [409] 3.051 4.214 4.977 3.250 3.105 5.122 4.213 4.813 4.306 5.614 3.232 6.195
## [421] 4.959 3.215 4.269 3.833 3.124 2.887 5.595 4.522 5.506 2.869 3.852 4.596
## [433] 5.923 4.214 5.722 4.340 6.195 4.378 4.631 3.760 4.832 2.813 3.722 4.615
## [445] 6.195 5.122 3.085 3.614 5.596 5.759 4.486 4.249 5.141 5.595 4.560 5.359
## [457] 4.197 4.051 3.705 2.707 4.596 5.867 2.486 3.087 5.104 6.195 5.923 5.669
## [469] 4.850 3.687 3.198 3.540 4.995 2.887 3.452 4.906 2.015 5.905 3.978 4.432
## [481] 3.251 4.852 2.958 3.195 3.722 4.451 5.432 2.833 4.813 4.194 3.687 5.286
## [493] 5.249 4.395 4.667 4.105 5.577 3.431 4.359 3.502 3.089 4.433 4.977 4.504
## [505] 3.014 3.741 3.450 3.706 5.741 4.378 4.340 4.284 4.541 3.614 4.105 5.450
## [517] 4.397 4.542 5.268 3.378 5.539 3.633 2.979 3.886 3.050 5.304 4.012 5.032
## [529] 4.269 4.452 6.195 5.196 5.160 4.123 3.215 5.032 6.195 3.413 5.760 5.359
## [541] 3.830 3.376 5.249 5.632 2.799 4.124 4.668 4.615 4.270 5.905 6.031 4.940
## [553] 1.998 3.792 3.196 3.632 4.794 3.579 2.489 6.195 5.760 1.890 4.485 6.195
## [565] 3.688 5.722 3.996 3.848 3.141 3.578 4.214 5.722 3.959 3.815 4.977 4.668
## [577] 3.943 3.287 4.268 3.885 4.596 3.960 3.577 4.921 4.504 5.413 6.195 3.413
## [589] 5.014 5.432 2.016 4.250 3.159 4.303 4.705 4.615 5.324 3.830 4.359 5.014
## [601] 4.524 4.850 4.831 5.595 3.123 2.234 4.650 3.433 4.415 3.303 3.975 1.434
## [613] 3.795 5.196 3.832 5.013 4.851 3.014 5.015 6.195 3.215 4.415 4.776 5.141
## [625] 5.142 5.249 4.177 2.996 6.195 6.195 6.195 3.268 4.213 2.777 5.141 4.959
## [637] 3.796 4.232 2.595 3.487 3.488 4.959 4.794 4.832 3.650 3.703
data.frame(IH)
##        IH
## 1   4.358
## 2   3.740
## 3   5.905
## 4   4.523
## 5   3.650
## 6   2.887
## 7   3.796
## 8   3.706
## 9   5.432
## 10  6.050
## 11  6.050
## 12  3.994
## 13  4.250
## 14  4.250
## 15  4.851
## 16  5.722
## 17  5.432
## 18  4.104
## 19  4.232
## 20  4.378
## 21  3.722
## 22  3.866
## 23  3.526
## 24  2.960
## 25  4.669
## 26  3.960
## 27  3.396
## 28  4.358
## 29  5.268
## 30  4.504
## 31  5.141
## 32  4.559
## 33  4.287
## 34  3.376
## 35  5.867
## 36  4.850
## 37  4.741
## 38  5.595
## 39  6.031
## 40  2.944
## 41  6.195
## 42  3.558
## 43  3.415
## 44  4.433
## 45  3.922
## 46  4.668
## 47  4.560
## 48  4.359
## 49  5.122
## 50  4.887
## 51  2.361
## 52  4.451
## 53  6.050
## 54  4.958
## 55  3.832
## 56  3.614
## 57  5.287
## 58  4.378
## 59  4.888
## 60  3.959
## 61  4.122
## 62  4.977
## 63  4.139
## 64  4.977
## 65  2.650
## 66  3.941
## 67  4.687
## 68  4.704
## 69  4.034
## 70  3.759
## 71  5.577
## 72  4.611
## 73  3.414
## 74  5.451
## 75  4.342
## 76  3.852
## 77  3.814
## 78  5.867
## 79  6.195
## 80  3.906
## 81  5.558
## 82  1.454
## 83  5.013
## 84  4.432
## 85  5.122
## 86  4.287
## 87  2.906
## 88  3.706
## 89  4.577
## 90  4.322
## 91  6.195
## 92  4.359
## 93  4.577
## 94  3.016
## 95  3.777
## 96  4.051
## 97  3.777
## 98  4.523
## 99  3.142
## 100 3.614
## 101 3.234
## 102 4.105
## 103 4.232
## 104 5.051
## 105 3.687
## 106 4.649
## 107 5.287
## 108 5.886
## 109 5.595
## 110 3.379
## 111 5.014
## 112 3.233
## 113 3.360
## 114 4.160
## 115 2.869
## 116 4.743
## 117 3.923
## 118 2.706
## 119 5.905
## 120 4.322
## 121 4.359
## 122 3.158
## 123 4.397
## 124 5.450
## 125 4.486
## 126 3.960
## 127 3.123
## 128 4.377
## 129 5.923
## 130 4.593
## 131 6.068
## 132 1.743
## 133 6.068
## 134 5.703
## 135 3.597
## 136 5.886
## 137 6.195
## 138 4.394
## 139 2.958
## 140 4.850
## 141 3.253
## 142 3.360
## 143 5.905
## 144 3.886
## 145 3.032
## 146 5.558
## 147 4.942
## 148 5.905
## 149 4.359
## 150 4.268
## 151 3.360
## 152 2.324
## 153 3.450
## 154 5.577
## 155 5.577
## 156 4.850
## 157 4.395
## 158 4.868
## 159 4.560
## 160 3.670
## 161 4.812
## 162 1.688
## 163 4.105
## 164 5.886
## 165 3.903
## 166 3.307
## 167 2.687
## 168 3.687
## 169 3.159
## 170 4.649
## 171 3.650
## 172 3.706
## 173 4.540
## 174 4.144
## 175 5.506
## 176 4.251
## 177 4.596
## 178 5.941
## 179 2.742
## 180 5.558
## 181 4.415
## 182 4.596
## 183 4.757
## 184 5.033
## 185 2.651
## 186 4.142
## 187 2.724
## 188 3.233
## 189 4.105
## 190 4.232
## 191 5.122
## 192 3.502
## 193 4.396
## 194 4.741
## 195 4.359
## 196 3.850
## 197 4.100
## 198 3.597
## 199 3.141
## 200 4.251
## 201 4.921
## 202 4.377
## 203 3.777
## 204 2.432
## 205 4.015
## 206 5.796
## 207 6.195
## 208 4.997
## 209 4.359
## 210 5.413
## 211 3.777
## 212 3.670
## 213 4.359
## 214 3.141
## 215 5.759
## 216 3.703
## 217 6.050
## 218 6.195
## 219 4.359
## 220 1.853
## 221 3.234
## 222 4.233
## 223 6.195
## 224 3.613
## 225 3.595
## 226 4.250
## 227 4.105
## 228 4.342
## 229 4.757
## 230 3.614
## 231 6.050
## 232 6.195
## 233 2.976
## 234 4.795
## 235 3.886
## 236 6.195
## 237 4.612
## 238 5.122
## 239 4.579
## 240 3.576
## 241 3.940
## 242 4.794
## 243 3.940
## 244 3.669
## 245 4.795
## 246 5.159
## 247 5.450
## 248 4.995
## 249 4.883
## 250 5.249
## 251 3.214
## 252 2.869
## 253 4.359
## 254 3.198
## 255 5.596
## 256 4.850
## 257 3.469
## 258 5.577
## 259 3.851
## 260 5.905
## 261 4.852
## 262 3.032
## 263 3.761
## 264 4.631
## 265 3.450
## 266 4.649
## 267 4.413
## 268 5.905
## 269 3.469
## 270 5.397
## 271 6.195
## 272 6.195
## 273 5.760
## 274 4.814
## 275 4.321
## 276 2.470
## 277 3.341
## 278 4.303
## 279 4.250
## 280 5.905
## 281 5.087
## 282 3.560
## 283 4.251
## 284 5.196
## 285 3.666
## 286 4.414
## 287 3.796
## 288 5.467
## 289 5.413
## 290 5.286
## 291 4.325
## 292 2.959
## 293 4.524
## 294 2.850
## 295 5.140
## 296 4.050
## 297 3.926
## 298 4.523
## 299 3.647
## 300 3.650
## 301 3.523
## 302 2.977
## 303 4.977
## 304 1.960
## 305 4.032
## 306 6.195
## 307 3.937
## 308 3.633
## 309 3.797
## 310 3.742
## 311 5.123
## 312 3.377
## 313 4.522
## 314 3.814
## 315 3.815
## 316 3.759
## 317 3.759
## 318 4.924
## 319 3.141
## 320 5.760
## 321 4.560
## 322 2.942
## 323 4.559
## 324 4.705
## 325 5.050
## 326 5.141
## 327 6.195
## 328 4.977
## 329 5.577
## 330 4.269
## 331 4.723
## 332 4.359
## 333 3.523
## 334 2.778
## 335 3.978
## 336 4.541
## 337 6.068
## 338 5.103
## 339 4.977
## 340 5.614
## 341 5.487
## 342 4.996
## 343 4.414
## 344 1.761
## 345 2.906
## 346 3.141
## 347 4.448
## 348 4.469
## 349 3.886
## 350 2.941
## 351 4.303
## 352 4.504
## 353 6.195
## 354 3.105
## 355 3.979
## 356 3.705
## 357 4.176
## 358 4.940
## 359 1.217
## 360 4.011
## 361 4.287
## 362 3.669
## 363 3.196
## 364 3.796
## 365 4.851
## 366 3.032
## 367 3.504
## 368 2.123
## 369 4.087
## 370 3.833
## 371 5.305
## 372 6.195
## 373 4.433
## 374 3.742
## 375 3.360
## 376 4.161
## 377 4.686
## 378 3.468
## 379 3.631
## 380 4.360
## 381 4.250
## 382 3.305
## 383 3.360
## 384 2.595
## 385 4.124
## 386 4.687
## 387 3.595
## 388 2.542
## 389 3.450
## 390 6.050
## 391 3.124
## 392 4.977
## 393 3.795
## 394 5.959
## 395 3.141
## 396 0.999
## 397 4.014
## 398 2.469
## 399 4.321
## 400 3.759
## 401 4.705
## 402 4.069
## 403 5.032
## 404 5.413
## 405 4.959
## 406 4.687
## 407 5.431
## 408 6.195
## 409 3.051
## 410 4.214
## 411 4.977
## 412 3.250
## 413 3.105
## 414 5.122
## 415 4.213
## 416 4.813
## 417 4.306
## 418 5.614
## 419 3.232
## 420 6.195
## 421 4.959
## 422 3.215
## 423 4.269
## 424 3.833
## 425 3.124
## 426 2.887
## 427 5.595
## 428 4.522
## 429 5.506
## 430 2.869
## 431 3.852
## 432 4.596
## 433 5.923
## 434 4.214
## 435 5.722
## 436 4.340
## 437 6.195
## 438 4.378
## 439 4.631
## 440 3.760
## 441 4.832
## 442 2.813
## 443 3.722
## 444 4.615
## 445 6.195
## 446 5.122
## 447 3.085
## 448 3.614
## 449 5.596
## 450 5.759
## 451 4.486
## 452 4.249
## 453 5.141
## 454 5.595
## 455 4.560
## 456 5.359
## 457 4.197
## 458 4.051
## 459 3.705
## 460 2.707
## 461 4.596
## 462 5.867
## 463 2.486
## 464 3.087
## 465 5.104
## 466 6.195
## 467 5.923
## 468 5.669
## 469 4.850
## 470 3.687
## 471 3.198
## 472 3.540
## 473 4.995
## 474 2.887
## 475 3.452
## 476 4.906
## 477 2.015
## 478 5.905
## 479 3.978
## 480 4.432
## 481 3.251
## 482 4.852
## 483 2.958
## 484 3.195
## 485 3.722
## 486 4.451
## 487 5.432
## 488 2.833
## 489 4.813
## 490 4.194
## 491 3.687
## 492 5.286
## 493 5.249
## 494 4.395
## 495 4.667
## 496 4.105
## 497 5.577
## 498 3.431
## 499 4.359
## 500 3.502
## 501 3.089
## 502 4.433
## 503 4.977
## 504 4.504
## 505 3.014
## 506 3.741
## 507 3.450
## 508 3.706
## 509 5.741
## 510 4.378
## 511 4.340
## 512 4.284
## 513 4.541
## 514 3.614
## 515 4.105
## 516 5.450
## 517 4.397
## 518 4.542
## 519 5.268
## 520 3.378
## 521 5.539
## 522 3.633
## 523 2.979
## 524 3.886
## 525 3.050
## 526 5.304
## 527 4.012
## 528 5.032
## 529 4.269
## 530 4.452
## 531 6.195
## 532 5.196
## 533 5.160
## 534 4.123
## 535 3.215
## 536 5.032
## 537 6.195
## 538 3.413
## 539 5.760
## 540 5.359
## 541 3.830
## 542 3.376
## 543 5.249
## 544 5.632
## 545 2.799
## 546 4.124
## 547 4.668
## 548 4.615
## 549 4.270
## 550 5.905
## 551 6.031
## 552 4.940
## 553 1.998
## 554 3.792
## 555 3.196
## 556 3.632
## 557 4.794
## 558 3.579
## 559 2.489
## 560 6.195
## 561 5.760
## 562 1.890
## 563 4.485
## 564 6.195
## 565 3.688
## 566 5.722
## 567 3.996
## 568 3.848
## 569 3.141
## 570 3.578
## 571 4.214
## 572 5.722
## 573 3.959
## 574 3.815
## 575 4.977
## 576 4.668
## 577 3.943
## 578 3.287
## 579 4.268
## 580 3.885
## 581 4.596
## 582 3.960
## 583 3.577
## 584 4.921
## 585 4.504
## 586 5.413
## 587 6.195
## 588 3.413
## 589 5.014
## 590 5.432
## 591 2.016
## 592 4.250
## 593 3.159
## 594 4.303
## 595 4.705
## 596 4.615
## 597 5.324
## 598 3.830
## 599 4.359
## 600 5.014
## 601 4.524
## 602 4.850
## 603 4.831
## 604 5.595
## 605 3.123
## 606 2.234
## 607 4.650
## 608 3.433
## 609 4.415
## 610 3.303
## 611 3.975
## 612 1.434
## 613 3.795
## 614 5.196
## 615 3.832
## 616 5.013
## 617 4.851
## 618 3.014
## 619 5.015
## 620 6.195
## 621 3.215
## 622 4.415
## 623 4.776
## 624 5.141
## 625 5.142
## 626 5.249
## 627 4.177
## 628 2.996
## 629 6.195
## 630 6.195
## 631 6.195
## 632 3.268
## 633 4.213
## 634 2.777
## 635 5.141
## 636 4.959
## 637 3.796
## 638 4.232
## 639 2.595
## 640 3.487
## 641 3.488
## 642 4.959
## 643 4.794
## 644 4.832
## 645 3.650
## 646 3.703
IH_MIN=min(IH)
IH_MAX=max(IH)

IH_trans62=((IH-IH_MIN)/(IH_MAX-IH_MIN))*100

summary(IH_trans62)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    0.00   50.98   64.30   63.98   76.94  100.00
round(sd(IH_trans62),2)
## [1] 19.47
#hist(IH_trans6,col="azure2",xlab="IPPC",main = "Distribución de IPPC",freq = FALSE,ylim = c(0,0.035))
#ERROR

NfinalMedia<-c() ##En este vector se estan almacenando las proporciones, osea, cada repeticion bootstrap
for (i in 1:1000) {
  #Datos=CaliyPalmira[,-c(8:10)] #Este es cuando junté todo y solo quité la incertidumbre
  Datos=Palmira[,c(19:34)]
  #N<-Datos[sample(nrow(Datos),replace = TRUE)]
  temp_K<-c()
  lista_vacia <- vector("list", length = length(Datos))
  celsius_to_kelvin <- function(temp_C) {
    for (i in 1:7) {
      # temp_K <- temp_C[,i]*vector[i]
      lista_vacia[i]<-data.frame(#temp_C[,i]*vector[i]) 
        Datos[,i]*pesos[i])
      datosnew=lista_vacia[c(1:7)]
    }
    return(datosnew)
  };IHPRG1=data.frame(celsius_to_kelvin(Datos))
  IH<-rowSums(IHPRG1[ ,1:7])
  data.frame(IH)
  IH_MIN<-min(IH)
  IH_MAX<-max(IH)
  IH_trans<-((IH-IH_MIN)/(IH_MAX-IH_MIN))*100
  NfinalMedia[i]=median(sample(IH_trans,replace=T))
}; NfinalMedia
##    [1] 64.64588 65.03079 64.66513 63.93380 63.27945 64.66513 64.33795 63.78945
##    [9] 63.08699 64.33795 63.27945 64.83834 63.61624 64.66513 65.01155 63.95304
##   [17] 64.31871 63.27945 65.39646 63.61624 64.64588 63.94342 64.66513 64.66513
##   [25] 63.27945 64.66513 64.64588 63.58737 64.64588 63.98191 64.66513 64.65550
##   [33] 64.66513 64.33795 64.66513 63.78945 62.56736 64.84796 65.03079 63.58737
##   [41] 64.66513 64.33795 64.49192 62.93303 64.65550 64.12625 64.66513 64.65550
##   [49] 62.94265 62.94265 63.95304 63.27945 62.92340 62.56736 64.66513 63.98191
##   [57] 64.12625 63.64511 64.66513 62.93303 64.67475 64.66513 63.58737 64.29946
##   [65] 64.66513 64.33795 64.33795 64.66513 65.37721 62.22094 65.03079 63.22171
##   [73] 64.01078 64.66513 63.58737 62.93303 64.65550 65.03079 64.31871 64.12625
##   [81] 64.66513 64.33795 63.93380 64.49192 64.66513 65.03079 62.22094 63.94342
##   [89] 62.91378 62.57698 64.66513 62.93303 63.93380 65.74288 63.93380 64.66513
##   [97] 64.66513 64.64588 64.66513 64.66513 63.27945 64.64588 62.93303 63.61624
##  [105] 63.43341 65.01155 62.58661 63.25058 64.49192 64.29946 63.64511 63.08699
##  [113] 64.66513 64.66513 62.91378 64.33795 63.27945 64.66513 64.49192 64.66513
##  [121] 64.66513 63.58737 63.43341 64.66513 62.93303 64.64588 63.93380 63.94342
##  [129] 62.54811 64.15512 62.56736 63.93380 64.66513 63.58737 64.66513 62.94265
##  [137] 65.03079 63.94342 63.61624 63.93380 64.66513 64.66513 64.66513 64.31871
##  [145] 63.27945 63.58737 64.66513 63.98191 63.82794 63.95304 64.66513 65.03079
##  [153] 63.58737 63.60662 62.56736 62.58661 64.66513 64.31871 65.03079 64.66513
##  [161] 63.94342 63.22171 63.93380 65.01155 64.84796 63.78945 64.66513 64.65550
##  [169] 63.58737 63.27945 63.61624 65.03079 65.18476 65.03079 65.02117 63.95304
##  [177] 64.31871 64.66513 62.93303 65.01155 63.43341 64.31871 64.64588 63.27945
##  [185] 64.33795 64.66513 64.64588 64.12625 63.93380 63.58737 63.98191 64.12625
##  [193] 62.91378 63.98191 64.29946 64.66513 64.01078 64.68437 64.33795 65.02117
##  [201] 64.66513 64.29946 63.61624 64.66513 64.66513 64.66513 63.79908 64.33795
##  [209] 62.58661 64.66513 64.66513 62.58661 63.43341 64.66513 64.66513 63.76059
##  [217] 64.66513 64.66513 63.58737 63.61624 64.66513 64.66513 64.66513 63.78945
##  [225] 64.66513 63.26982 65.55042 63.61624 64.66513 64.66513 62.93303 64.33795
##  [233] 64.31871 63.58737 65.03079 62.91378 63.58737 65.19438 62.58661 64.65550
##  [241] 63.58737 64.15512 63.58737 64.65550 64.66513 63.27945 64.66513 62.93303
##  [249] 64.66513 62.94265 64.66513 62.93303 64.64588 63.94342 62.22094 63.76059
##  [257] 66.07005 64.12625 64.66513 64.66513 64.15512 63.95304 64.29946 65.73326
##  [265] 65.70439 63.43341 64.29946 63.58737 64.31871 64.65550 64.66513 62.22094
##  [273] 63.98191 64.66513 64.65550 65.03079 65.33872 64.33795 63.64511 63.25058
##  [281] 64.66513 62.56736 62.56736 63.64511 64.66513 64.66513 64.01078 64.15512
##  [289] 64.66513 63.27945 64.66513 64.66513 64.66513 64.66513 63.43341 64.66513
##  [297] 63.27945 63.27945 62.75019 63.08699 64.64588 65.37721 64.66513 63.97229
##  [305] 64.33795 63.58737 64.01078 64.01078 65.39646 64.66513 63.27945 65.19438
##  [313] 64.15512 63.27945 63.98191 64.66513 63.93380 64.31871 63.94342 64.29946
##  [321] 64.33795 64.66513 63.94342 64.66513 64.50154 65.33872 64.66513 64.33795
##  [329] 64.66513 64.29946 63.61624 64.66513 64.65550 64.01078 64.49192 63.94342
##  [337] 63.27945 64.64588 63.58737 64.01078 64.66513 63.25058 63.58737 64.15512
##  [345] 64.49192 63.27945 64.31871 64.33795 64.66513 63.25058 64.66513 63.27945
##  [353] 64.31871 63.22171 64.49192 62.56736 63.98191 64.64588 63.78945 63.43341
##  [361] 64.15512 64.66513 64.66513 64.49192 64.66513 63.95304 64.33795 63.27945
##  [369] 63.43341 64.66513 64.01078 63.94342 63.93380 64.31871 63.58737 64.65550
##  [377] 64.64588 63.98191 62.56736 63.95304 62.56736 63.95304 65.03079 64.31871
##  [385] 63.27945 64.66513 64.33795 64.31871 64.66513 64.65550 62.95227 62.95227
##  [393] 63.58737 64.66513 63.58737 64.29946 62.57698 63.93380 62.95227 62.92340
##  [401] 62.93303 64.15512 63.98191 64.66513 63.98191 65.19438 64.67475 64.84796
##  [409] 62.93303 62.94265 62.56736 65.33872 63.58737 64.66513 63.98191 64.29946
##  [417] 64.66513 65.03079 64.66513 63.64511 65.01155 62.93303 63.94342 64.66513
##  [425] 64.17436 64.83834 63.61624 64.66513 62.57698 63.78945 64.29946 64.66513
##  [433] 64.49192 63.95304 64.01078 64.66513 65.03079 63.27945 62.75019 63.93380
##  [441] 64.15512 64.33795 64.66513 63.58737 63.58737 64.64588 64.66513 64.65550
##  [449] 63.93380 63.27945 64.66513 64.64588 62.58661 64.31871 62.93303 64.33795
##  [457] 63.08699 65.03079 64.64588 65.03079 65.35797 64.47267 63.58737 64.66513
##  [465] 64.66513 64.29946 64.66513 63.27945 63.94342 63.94342 63.27945 62.57698
##  [473] 64.66513 64.66513 61.54734 65.03079 62.57698 63.82794 63.27945 64.66513
##  [481] 63.27945 65.03079 63.58737 63.27945 62.91378 64.66513 63.95304 64.66513
##  [489] 64.66513 63.40454 64.67475 63.61624 63.58737 65.38684 64.66513 63.94342
##  [497] 64.84796 63.22171 63.58737 64.66513 63.98191 64.66513 64.66513 63.78945
##  [505] 64.49192 64.66513 63.58737 64.64588 65.01155 63.93380 64.64588 62.57698
##  [513] 63.93380 63.95304 63.64511 64.33795 64.15512 64.66513 63.58737 63.93380
##  [521] 64.31871 64.31871 63.95304 62.93303 64.66513 64.33795 63.58737 65.02117
##  [529] 64.66513 62.57698 62.58661 64.12625 63.22171 64.29946 63.95304 64.65550
##  [537] 64.66513 63.98191 62.93303 64.49192 64.67475 63.79908 63.61624 64.64588
##  [545] 64.66513 63.43341 64.29946 64.66513 61.85527 64.66513 64.66513 64.65550
##  [553] 64.66513 64.29946 64.15512 64.33795 64.66513 64.66513 62.95227 64.33795
##  [561] 62.91378 65.01155 62.58661 64.67475 64.66513 64.67475 64.66513 64.66513
##  [569] 64.29946 63.94342 63.94342 64.29946 63.43341 62.56736 64.66513 62.56736
##  [577] 64.66513 65.02117 63.27945 63.95304 64.66513 64.66513 65.02117 65.19438
##  [585] 65.03079 64.67475 64.67475 64.64588 64.64588 64.66513 64.64588 64.12625
##  [593] 64.29946 64.66513 63.58737 63.76059 65.01155 64.65550 64.66513 63.64511
##  [601] 62.56736 64.33795 63.27945 64.66513 65.35797 64.66513 63.64511 64.31871
##  [609] 62.75019 63.95304 64.83834 65.74288 65.74288 63.93380 63.06774 63.27945
##  [617] 63.94342 64.15512 64.66513 62.93303 64.49192 62.93303 64.68437 63.93380
##  [625] 63.58737 63.58737 63.95304 63.95304 62.56736 64.66513 63.64511 63.58737
##  [633] 64.65550 64.66513 64.66513 63.97229 64.66513 64.29946 63.27945 64.66513
##  [641] 64.33795 64.84796 63.93380 63.22171 63.27945 64.66513 64.66513 64.64588
##  [649] 63.27945 63.93380 61.87452 64.29946 63.27945 63.93380 64.11663 64.29946
##  [657] 63.58737 63.27945 62.56736 64.15512 64.66513 64.66513 64.66513 64.33795
##  [665] 62.93303 63.93380 64.65550 64.29946 64.66513 65.02117 64.66513 64.66513
##  [673] 64.66513 64.66513 64.66513 64.66513 64.49192 62.95227 64.68437 63.95304
##  [681] 64.66513 65.03079 65.35797 64.31871 64.31871 64.31871 64.66513 63.25058
##  [689] 62.91378 64.67475 64.64588 62.93303 63.27945 64.66513 62.58661 64.66513
##  [697] 63.76059 64.65550 65.02117 62.93303 62.93303 63.58737 62.56736 63.27945
##  [705] 64.47267 63.43341 64.31871 62.57698 64.31871 62.75019 63.27945 63.25058
##  [713] 62.58661 64.66513 64.66513 64.66513 64.01078 64.66513 64.12625 63.93380
##  [721] 63.27945 65.01155 63.95304 65.02117 65.03079 64.65550 62.75019 65.03079
##  [729] 63.95304 64.64588 64.65550 65.03079 62.56736 64.66513 64.11663 64.31871
##  [737] 63.58737 63.76059 63.58737 63.27945 63.76059 63.97229 63.27945 64.64588
##  [745] 63.27945 63.76059 65.18476 62.56736 62.75019 62.56736 62.94265 62.93303
##  [753] 64.65550 62.93303 64.29946 64.66513 65.01155 64.33795 64.66513 63.94342
##  [761] 63.27945 64.66513 62.58661 64.66513 64.66513 63.58737 63.93380 63.93380
##  [769] 64.66513 63.58737 63.27945 64.49192 65.35797 62.91378 64.66513 62.39415
##  [777] 65.18476 63.58737 64.29946 64.15512 63.95304 63.43341 64.66513 64.01078
##  [785] 65.01155 64.66513 63.98191 64.66513 64.65550 64.66513 62.56736 64.66513
##  [793] 63.93380 65.37721 65.03079 63.27945 63.93380 62.58661 63.27945 63.98191
##  [801] 64.66513 64.65550 65.03079 64.29946 64.49192 63.27945 63.58737 64.85758
##  [809] 63.25058 64.17436 63.58737 64.66513 63.27945 64.66513 64.29946 63.95304
##  [817] 63.78945 64.33795 64.66513 64.49192 64.49192 63.27945 62.56736 64.64588
##  [825] 64.33795 63.95304 64.66513 62.56736 64.64588 64.29946 63.95304 63.95304
##  [833] 62.93303 62.94265 63.27945 63.43341 64.29946 64.33795 64.66513 64.65550
##  [841] 62.58661 63.61624 65.74288 64.49192 63.93380 64.29946 64.15512 64.66513
##  [849] 64.01078 62.93303 63.58737 64.12625 65.03079 63.58737 64.66513 63.43341
##  [857] 64.65550 64.15512 65.37721 64.66513 64.64588 63.95304 64.66513 64.66513
##  [865] 63.27945 63.58737 63.95304 62.92340 65.01155 63.93380 64.64588 64.66513
##  [873] 63.76059 64.29946 62.56736 63.94342 64.66513 64.66513 64.66513 62.56736
##  [881] 64.66513 64.66513 64.31871 64.66513 63.78945 64.01078 63.43341 63.98191
##  [889] 64.66513 63.61624 62.22094 64.31871 64.85758 63.27945 64.66513 65.03079
##  [897] 64.29946 65.01155 63.58737 62.23056 64.66513 62.92340 64.31871 64.31871
##  [905] 63.94342 64.29946 62.58661 63.58737 64.29946 63.97229 63.27945 64.66513
##  [913] 63.98191 63.78945 64.66513 64.66513 64.49192 62.91378 64.29946 62.93303
##  [921] 63.95304 64.66513 65.34834 64.33795 62.56736 63.58737 64.66513 64.66513
##  [929] 63.61624 64.66513 64.49192 64.66513 64.31871 65.03079 64.49192 64.64588
##  [937] 64.64588 63.25058 63.95304 64.66513 64.66513 65.03079 64.66513 64.64588
##  [945] 64.66513 64.66513 65.02117 62.93303 64.66513 63.58737 63.27945 64.33795
##  [953] 63.25058 64.64588 64.66513 64.15512 63.27945 64.66513 64.33795 63.61624
##  [961] 64.31871 64.65550 63.43341 64.33795 64.66513 64.84796 63.27945 64.65550
##  [969] 63.58737 64.66513 64.29946 64.15512 62.94265 64.65550 66.07005 63.27945
##  [977] 63.58737 63.94342 63.22171 63.78945 64.66513 63.27945 64.66513 64.84796
##  [985] 63.78945 65.72363 62.56736 64.33795 63.78945 64.29946 64.65550 63.94342
##  [993] 63.79908 64.66513 63.79908 62.75019 64.66513 62.91378 62.94265 64.66513
hist(NfinalMedia)

I_mediana=median(NfinalMedia);
#I_ref=64.32
#EE=I_ref-round(I_mediana,3);EE

#EE<-round((1/1000)*sum((NfinalMedia-I_mediana)^2+((1/1000)*sum(NfinalMedia)-I_mediana)^2),2);EE
EE<-round((1/(1000-1))*sum(NfinalMedia-median(IH_trans62))^2+(median(NfinalMedia)-median(IH_trans62))^2,2);EE
## [1] 44.09

SEVERIDAD

#--------------------------------severidad-----------------------------------

#severidad=Datos[,c(23:26)]*pesos[c(23:26)];severidad 

temp_K<-c()
lista_vacia <- vector("list", length = 646)
celsius_to_kelvin <- function(temp_C) {
  for (i in 8:11) {
    # temp_K <- temp_C[,i]*vector[i]
    lista_vacia[i]<-data.frame(#temp_C[,i]*vector[i]) 
      Datos[,i]*pesos[i])
    datosnew=lista_vacia[c(8:11)]
  }
  return(datosnew)
};severidad=data.frame(celsius_to_kelvin(Datos))

IH=rowSums(severidad[ ,1:4]);IH
##   [1] 3.690 1.241 2.034 3.793 4.931 2.552 4.241 4.276 4.000 5.172 6.724 3.034
##  [13] 2.241 2.862 4.000 4.448 5.172 5.000 4.965 6.172 5.827 5.069 4.000 2.517
##  [25] 4.689 1.965 2.482 3.517 4.138 3.241 3.241 4.965 5.034 2.758 3.482 5.241
##  [37] 3.965 6.241 5.517 3.724 6.000 4.241 4.827 4.000 3.517 5.517 4.000 3.965
##  [49] 4.448 3.482 4.689 4.483 5.724 7.000 3.792 2.482 7.000 6.793 3.448 3.241
##  [61] 3.999 4.965 2.758 5.276 2.792 3.517 5.793 5.517 2.482 4.276 7.000 3.758
##  [73] 2.448 4.655 5.517 3.724 3.448 7.000 7.000 3.517 4.931 1.517 4.000 4.276
##  [85] 5.758 3.517 3.034 4.000 5.034 4.758 4.965 4.966 2.000 2.758 2.758 5.241
##  [97] 5.827 4.758 2.965 5.551 1.000 3.517 4.517 4.275 2.414 2.241 2.000 4.310
## [109] 6.000 5.000 6.241 2.241 4.793 4.000 4.517 1.482 5.482 7.000 5.758 4.792
## [121] 5.965 4.516 5.000 3.965 5.275 2.758 5.758 3.723 4.897 4.482 3.000 1.965
## [133] 4.172 3.965 4.241 3.482 4.000 3.069 2.516 6.000 5.000 2.758 4.000 3.517
## [145] 3.517 6.724 5.000 7.000 4.758 3.965 2.724 5.758 5.517 5.413 5.344 6.724
## [157] 5.000 4.517 5.000 1.793 4.483 4.102 6.034 5.000 4.000 3.241 2.034 3.861
## [169] 3.240 5.000 5.310 3.793 5.482 7.000 3.310 4.586 6.000 6.000 4.068 6.277
## [181] 4.758 4.724 3.240 5.241 3.000 3.000 2.827 3.517 3.034 4.724 4.068 6.379
## [193] 5.517 6.724 4.965 4.034 4.758 4.689 3.482 5.344 6.448 4.965 5.000 4.103
## [205] 2.723 3.413 6.517 5.896 5.413 5.276 4.517 4.000 4.793 4.861 3.172 4.033
## [217] 5.551 5.689 4.241 2.000 1.724 5.758 5.966 3.414 5.311 5.241 5.207 4.932
## [229] 2.999 3.241 7.000 4.000 4.516 4.241 7.000 4.930 3.861 5.034 5.173 2.000
## [241] 3.241 3.689 2.482 2.759 6.724 4.965 6.034 6.276 6.448 6.172 3.655 3.241
## [253] 5.517 3.691 3.000 4.723 4.758 6.517 4.000 5.482 5.344 4.241 4.000 4.241
## [265] 4.068 4.241 2.241 6.034 4.654 7.000 7.000 3.758 4.447 5.517 3.724 3.000
## [277] 3.552 5.965 2.758 2.448 6.000 4.241 2.758 5.483 6.207 3.758 4.999 6.793
## [289] 5.448 4.517 5.758 4.000 2.482 5.517 4.793 6.276 3.274 5.517 3.966 4.033
## [301] 4.275 4.378 5.517 4.896 3.000 6.172 3.965 3.724 3.793 4.517 4.654 4.723
## [313] 7.000 4.241 4.000 3.965 3.000 6.241 5.413 7.000 2.654 2.724 3.276 3.689
## [325] 5.000 3.034 7.000 4.965 7.000 4.034 4.000 3.517 4.758 4.000 4.724 3.758
## [337] 3.724 6.000 4.654 4.171 6.241 4.207 5.276 1.000 2.517 4.517 5.344 4.241
## [349] 6.517 3.689 5.483 3.724 4.656 4.586 4.276 4.965 6.241 4.276 1.000 3.241
## [361] 4.827 4.758 3.517 4.241 6.276 6.000 5.034 2.446 2.414 4.758 6.241 5.724
## [373] 3.000 3.758 2.517 5.241 3.551 4.551 2.482 4.000 4.000 6.172 4.999 3.550
## [385] 4.448 2.241 2.483 3.516 2.448 6.724 3.965 5.000 4.241 6.241 4.793 1.000
## [397] 3.896 3.173 3.725 4.759 3.276 4.724 3.483 5.000 4.000 3.275 5.965 7.000
## [409] 2.448 3.861 4.724 7.000 3.757 4.724 2.965 5.241 4.000 6.277 3.724 4.827
## [421] 6.069 3.793 5.517 2.276 4.034 3.448 6.517 5.689 4.241 5.724 5.034 4.482
## [433] 4.585 4.309 6.241 4.758 4.483 3.896 3.724 4.758 4.517 4.930 5.482 4.517
## [445] 5.000 4.448 6.103 3.310 4.827 4.207 5.449 4.517 3.758 6.034 5.068 6.241
## [457] 4.827 7.000 5.275 3.241 4.724 3.448 5.896 2.690 6.586 6.724 5.724 5.965
## [469] 6.241 2.758 3.276 5.551 3.861 2.586 3.896 3.034 7.000 2.241 5.000 5.793
## [481] 3.000 5.069 2.034 3.827 3.517 5.000 5.241 2.724 5.758 4.861 2.724 6.483
## [493] 4.448 7.000 5.483 4.000 5.793 3.276 5.034 5.551 4.999 1.724 5.000 4.482
## [505] 2.999 3.759 4.310 3.724 5.000 7.000 4.345 5.206 5.069 6.310 4.758 4.241
## [517] 3.276 4.793 4.241 4.517 4.724 3.034 2.724 6.034 2.000 5.482 4.724 5.241
## [529] 4.482 2.931 7.000 6.000 5.965 7.000 4.069 4.517 6.172 6.103 5.551 4.276
## [541] 4.861 4.654 6.517 2.999 4.000 4.241 5.206 4.552 2.275 5.000 3.689 5.517
## [553] 2.552 6.448 4.999 3.758 2.965 2.724 2.759 7.000 4.241 2.518 4.000 7.000
## [565] 4.138 4.724 4.000 3.862 3.792 3.964 7.000 4.724 5.586 2.000 3.000 4.517
## [577] 3.482 3.000 3.758 4.173 4.758 4.000 3.757 5.793 5.759 4.620 5.068 3.481
## [589] 4.482 4.138 2.000 4.241 4.000 5.206 3.448 4.345 2.483 4.310 3.000 4.759
## [601] 3.759 5.276 2.517 5.034 4.620 2.000 4.792 3.241 7.000 4.309 4.207 1.000
## [613] 4.999 4.240 4.482 5.103 5.000 3.034 5.758 7.000 6.034 4.241 4.068 5.276
## [625] 4.896 4.033 4.069 5.206 5.551 4.792 7.000 7.000 3.724 7.000 4.000 7.000
## [637] 4.758 4.517 7.000 4.000 3.033 2.517 4.793 4.275 5.793 4.621
data.frame(IH)
##        IH
## 1   3.690
## 2   1.241
## 3   2.034
## 4   3.793
## 5   4.931
## 6   2.552
## 7   4.241
## 8   4.276
## 9   4.000
## 10  5.172
## 11  6.724
## 12  3.034
## 13  2.241
## 14  2.862
## 15  4.000
## 16  4.448
## 17  5.172
## 18  5.000
## 19  4.965
## 20  6.172
## 21  5.827
## 22  5.069
## 23  4.000
## 24  2.517
## 25  4.689
## 26  1.965
## 27  2.482
## 28  3.517
## 29  4.138
## 30  3.241
## 31  3.241
## 32  4.965
## 33  5.034
## 34  2.758
## 35  3.482
## 36  5.241
## 37  3.965
## 38  6.241
## 39  5.517
## 40  3.724
## 41  6.000
## 42  4.241
## 43  4.827
## 44  4.000
## 45  3.517
## 46  5.517
## 47  4.000
## 48  3.965
## 49  4.448
## 50  3.482
## 51  4.689
## 52  4.483
## 53  5.724
## 54  7.000
## 55  3.792
## 56  2.482
## 57  7.000
## 58  6.793
## 59  3.448
## 60  3.241
## 61  3.999
## 62  4.965
## 63  2.758
## 64  5.276
## 65  2.792
## 66  3.517
## 67  5.793
## 68  5.517
## 69  2.482
## 70  4.276
## 71  7.000
## 72  3.758
## 73  2.448
## 74  4.655
## 75  5.517
## 76  3.724
## 77  3.448
## 78  7.000
## 79  7.000
## 80  3.517
## 81  4.931
## 82  1.517
## 83  4.000
## 84  4.276
## 85  5.758
## 86  3.517
## 87  3.034
## 88  4.000
## 89  5.034
## 90  4.758
## 91  4.965
## 92  4.966
## 93  2.000
## 94  2.758
## 95  2.758
## 96  5.241
## 97  5.827
## 98  4.758
## 99  2.965
## 100 5.551
## 101 1.000
## 102 3.517
## 103 4.517
## 104 4.275
## 105 2.414
## 106 2.241
## 107 2.000
## 108 4.310
## 109 6.000
## 110 5.000
## 111 6.241
## 112 2.241
## 113 4.793
## 114 4.000
## 115 4.517
## 116 1.482
## 117 5.482
## 118 7.000
## 119 5.758
## 120 4.792
## 121 5.965
## 122 4.516
## 123 5.000
## 124 3.965
## 125 5.275
## 126 2.758
## 127 5.758
## 128 3.723
## 129 4.897
## 130 4.482
## 131 3.000
## 132 1.965
## 133 4.172
## 134 3.965
## 135 4.241
## 136 3.482
## 137 4.000
## 138 3.069
## 139 2.516
## 140 6.000
## 141 5.000
## 142 2.758
## 143 4.000
## 144 3.517
## 145 3.517
## 146 6.724
## 147 5.000
## 148 7.000
## 149 4.758
## 150 3.965
## 151 2.724
## 152 5.758
## 153 5.517
## 154 5.413
## 155 5.344
## 156 6.724
## 157 5.000
## 158 4.517
## 159 5.000
## 160 1.793
## 161 4.483
## 162 4.102
## 163 6.034
## 164 5.000
## 165 4.000
## 166 3.241
## 167 2.034
## 168 3.861
## 169 3.240
## 170 5.000
## 171 5.310
## 172 3.793
## 173 5.482
## 174 7.000
## 175 3.310
## 176 4.586
## 177 6.000
## 178 6.000
## 179 4.068
## 180 6.277
## 181 4.758
## 182 4.724
## 183 3.240
## 184 5.241
## 185 3.000
## 186 3.000
## 187 2.827
## 188 3.517
## 189 3.034
## 190 4.724
## 191 4.068
## 192 6.379
## 193 5.517
## 194 6.724
## 195 4.965
## 196 4.034
## 197 4.758
## 198 4.689
## 199 3.482
## 200 5.344
## 201 6.448
## 202 4.965
## 203 5.000
## 204 4.103
## 205 2.723
## 206 3.413
## 207 6.517
## 208 5.896
## 209 5.413
## 210 5.276
## 211 4.517
## 212 4.000
## 213 4.793
## 214 4.861
## 215 3.172
## 216 4.033
## 217 5.551
## 218 5.689
## 219 4.241
## 220 2.000
## 221 1.724
## 222 5.758
## 223 5.966
## 224 3.414
## 225 5.311
## 226 5.241
## 227 5.207
## 228 4.932
## 229 2.999
## 230 3.241
## 231 7.000
## 232 4.000
## 233 4.516
## 234 4.241
## 235 7.000
## 236 4.930
## 237 3.861
## 238 5.034
## 239 5.173
## 240 2.000
## 241 3.241
## 242 3.689
## 243 2.482
## 244 2.759
## 245 6.724
## 246 4.965
## 247 6.034
## 248 6.276
## 249 6.448
## 250 6.172
## 251 3.655
## 252 3.241
## 253 5.517
## 254 3.691
## 255 3.000
## 256 4.723
## 257 4.758
## 258 6.517
## 259 4.000
## 260 5.482
## 261 5.344
## 262 4.241
## 263 4.000
## 264 4.241
## 265 4.068
## 266 4.241
## 267 2.241
## 268 6.034
## 269 4.654
## 270 7.000
## 271 7.000
## 272 3.758
## 273 4.447
## 274 5.517
## 275 3.724
## 276 3.000
## 277 3.552
## 278 5.965
## 279 2.758
## 280 2.448
## 281 6.000
## 282 4.241
## 283 2.758
## 284 5.483
## 285 6.207
## 286 3.758
## 287 4.999
## 288 6.793
## 289 5.448
## 290 4.517
## 291 5.758
## 292 4.000
## 293 2.482
## 294 5.517
## 295 4.793
## 296 6.276
## 297 3.274
## 298 5.517
## 299 3.966
## 300 4.033
## 301 4.275
## 302 4.378
## 303 5.517
## 304 4.896
## 305 3.000
## 306 6.172
## 307 3.965
## 308 3.724
## 309 3.793
## 310 4.517
## 311 4.654
## 312 4.723
## 313 7.000
## 314 4.241
## 315 4.000
## 316 3.965
## 317 3.000
## 318 6.241
## 319 5.413
## 320 7.000
## 321 2.654
## 322 2.724
## 323 3.276
## 324 3.689
## 325 5.000
## 326 3.034
## 327 7.000
## 328 4.965
## 329 7.000
## 330 4.034
## 331 4.000
## 332 3.517
## 333 4.758
## 334 4.000
## 335 4.724
## 336 3.758
## 337 3.724
## 338 6.000
## 339 4.654
## 340 4.171
## 341 6.241
## 342 4.207
## 343 5.276
## 344 1.000
## 345 2.517
## 346 4.517
## 347 5.344
## 348 4.241
## 349 6.517
## 350 3.689
## 351 5.483
## 352 3.724
## 353 4.656
## 354 4.586
## 355 4.276
## 356 4.965
## 357 6.241
## 358 4.276
## 359 1.000
## 360 3.241
## 361 4.827
## 362 4.758
## 363 3.517
## 364 4.241
## 365 6.276
## 366 6.000
## 367 5.034
## 368 2.446
## 369 2.414
## 370 4.758
## 371 6.241
## 372 5.724
## 373 3.000
## 374 3.758
## 375 2.517
## 376 5.241
## 377 3.551
## 378 4.551
## 379 2.482
## 380 4.000
## 381 4.000
## 382 6.172
## 383 4.999
## 384 3.550
## 385 4.448
## 386 2.241
## 387 2.483
## 388 3.516
## 389 2.448
## 390 6.724
## 391 3.965
## 392 5.000
## 393 4.241
## 394 6.241
## 395 4.793
## 396 1.000
## 397 3.896
## 398 3.173
## 399 3.725
## 400 4.759
## 401 3.276
## 402 4.724
## 403 3.483
## 404 5.000
## 405 4.000
## 406 3.275
## 407 5.965
## 408 7.000
## 409 2.448
## 410 3.861
## 411 4.724
## 412 7.000
## 413 3.757
## 414 4.724
## 415 2.965
## 416 5.241
## 417 4.000
## 418 6.277
## 419 3.724
## 420 4.827
## 421 6.069
## 422 3.793
## 423 5.517
## 424 2.276
## 425 4.034
## 426 3.448
## 427 6.517
## 428 5.689
## 429 4.241
## 430 5.724
## 431 5.034
## 432 4.482
## 433 4.585
## 434 4.309
## 435 6.241
## 436 4.758
## 437 4.483
## 438 3.896
## 439 3.724
## 440 4.758
## 441 4.517
## 442 4.930
## 443 5.482
## 444 4.517
## 445 5.000
## 446 4.448
## 447 6.103
## 448 3.310
## 449 4.827
## 450 4.207
## 451 5.449
## 452 4.517
## 453 3.758
## 454 6.034
## 455 5.068
## 456 6.241
## 457 4.827
## 458 7.000
## 459 5.275
## 460 3.241
## 461 4.724
## 462 3.448
## 463 5.896
## 464 2.690
## 465 6.586
## 466 6.724
## 467 5.724
## 468 5.965
## 469 6.241
## 470 2.758
## 471 3.276
## 472 5.551
## 473 3.861
## 474 2.586
## 475 3.896
## 476 3.034
## 477 7.000
## 478 2.241
## 479 5.000
## 480 5.793
## 481 3.000
## 482 5.069
## 483 2.034
## 484 3.827
## 485 3.517
## 486 5.000
## 487 5.241
## 488 2.724
## 489 5.758
## 490 4.861
## 491 2.724
## 492 6.483
## 493 4.448
## 494 7.000
## 495 5.483
## 496 4.000
## 497 5.793
## 498 3.276
## 499 5.034
## 500 5.551
## 501 4.999
## 502 1.724
## 503 5.000
## 504 4.482
## 505 2.999
## 506 3.759
## 507 4.310
## 508 3.724
## 509 5.000
## 510 7.000
## 511 4.345
## 512 5.206
## 513 5.069
## 514 6.310
## 515 4.758
## 516 4.241
## 517 3.276
## 518 4.793
## 519 4.241
## 520 4.517
## 521 4.724
## 522 3.034
## 523 2.724
## 524 6.034
## 525 2.000
## 526 5.482
## 527 4.724
## 528 5.241
## 529 4.482
## 530 2.931
## 531 7.000
## 532 6.000
## 533 5.965
## 534 7.000
## 535 4.069
## 536 4.517
## 537 6.172
## 538 6.103
## 539 5.551
## 540 4.276
## 541 4.861
## 542 4.654
## 543 6.517
## 544 2.999
## 545 4.000
## 546 4.241
## 547 5.206
## 548 4.552
## 549 2.275
## 550 5.000
## 551 3.689
## 552 5.517
## 553 2.552
## 554 6.448
## 555 4.999
## 556 3.758
## 557 2.965
## 558 2.724
## 559 2.759
## 560 7.000
## 561 4.241
## 562 2.518
## 563 4.000
## 564 7.000
## 565 4.138
## 566 4.724
## 567 4.000
## 568 3.862
## 569 3.792
## 570 3.964
## 571 7.000
## 572 4.724
## 573 5.586
## 574 2.000
## 575 3.000
## 576 4.517
## 577 3.482
## 578 3.000
## 579 3.758
## 580 4.173
## 581 4.758
## 582 4.000
## 583 3.757
## 584 5.793
## 585 5.759
## 586 4.620
## 587 5.068
## 588 3.481
## 589 4.482
## 590 4.138
## 591 2.000
## 592 4.241
## 593 4.000
## 594 5.206
## 595 3.448
## 596 4.345
## 597 2.483
## 598 4.310
## 599 3.000
## 600 4.759
## 601 3.759
## 602 5.276
## 603 2.517
## 604 5.034
## 605 4.620
## 606 2.000
## 607 4.792
## 608 3.241
## 609 7.000
## 610 4.309
## 611 4.207
## 612 1.000
## 613 4.999
## 614 4.240
## 615 4.482
## 616 5.103
## 617 5.000
## 618 3.034
## 619 5.758
## 620 7.000
## 621 6.034
## 622 4.241
## 623 4.068
## 624 5.276
## 625 4.896
## 626 4.033
## 627 4.069
## 628 5.206
## 629 5.551
## 630 4.792
## 631 7.000
## 632 7.000
## 633 3.724
## 634 7.000
## 635 4.000
## 636 7.000
## 637 4.758
## 638 4.517
## 639 7.000
## 640 4.000
## 641 3.033
## 642 2.517
## 643 4.793
## 644 4.275
## 645 5.793
## 646 4.621
IH_MIN=min(IH)
IH_MAX=max(IH)

IH_trans72=((IH-IH_MIN)/(IH_MAX-IH_MIN))*100

summary(IH_trans72)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    0.00   44.39   58.05   57.79   71.85  100.00
round(sd(IH_trans72),2)
## [1] 21.81
#hist(IH_trans7,col="azure2",xlab="IPSE",main = "Distribución de IPSE",freq = FALSE,ylim = c(0,0.035))
#ERROR

NfinalMedia<-c() ##En este vector se estan almacenando las proporciones, osea, cada repeticion bootstrap
for (i in 1:1000) {
  #Datos=CaliyPalmira[,-c(8:10)] #Este es cuando junté todo y solo quité la incertidumbre
  Datos=Palmira[,c(19:34)]
  #N<-Datos[sample(nrow(Datos),replace = TRUE)]
  temp_K<-c()
  lista_vacia <- vector("list", length = length(Datos))
  celsius_to_kelvin <- function(temp_C) {
    for (i in 8:11) {
      # temp_K <- temp_C[,i]*vector[i]
      lista_vacia[i]<-data.frame(#temp_C[,i]*vector[i]) 
        Datos[,i]*pesos[i])
      datosnew=lista_vacia[c(8:11)]
    }
    return(datosnew)
  };IHPRG1=data.frame(celsius_to_kelvin(Datos))
  IH<-rowSums(IHPRG1[ ,1:4])
  data.frame(IH)
  IH_MIN<-min(IH)
  IH_MAX<-max(IH)
  IH_trans<-((IH-IH_MIN)/(IH_MAX-IH_MIN))*100
  NfinalMedia[i]=median(sample(IH_trans,replace=T))
}; NfinalMedia
##    [1] 58.03333 58.61667 60.05000 58.05000 55.16667 58.61667 59.75000 58.03333
##    [9] 58.05000 56.02500 58.05000 58.03333 58.04167 57.46667 57.46667 58.32500
##   [17] 58.03333 57.46667 58.03333 58.03333 58.61667 57.46667 58.03333 60.33333
##   [25] 55.16667 57.45833 58.61667 58.03333 58.03333 58.61667 58.03333 58.03333
##   [33] 58.04167 57.46667 57.46667 57.75000 58.61667 58.60833 57.46667 58.05000
##   [41] 57.46667 58.61667 58.61667 58.61667 58.60833 57.45000 58.05000 58.61667
##   [49] 57.46667 58.03333 58.61667 55.16667 58.04167 58.61667 58.03333 58.60000
##   [57] 54.60000 57.46667 57.75000 58.61667 56.87500 58.04167 58.61667 58.03333
##   [65] 58.61667 58.61667 55.75000 58.61667 57.46667 58.03333 58.05000 57.46667
##   [73] 58.03333 55.16667 58.61667 58.03333 55.45833 56.02500 58.60000 58.03333
##   [81] 58.03333 58.61667 57.46667 56.02500 57.46667 58.04167 58.03333 58.03333
##   [89] 57.46667 56.30000 55.16667 58.61667 58.03333 60.33333 57.46667 58.61667
##   [97] 58.03333 58.03333 58.03333 56.30000 57.46667 58.05000 58.03333 58.61667
##  [105] 58.03333 58.61667 57.46667 58.61667 58.61667 58.90000 58.03333 58.04167
##  [113] 58.61667 59.76667 58.03333 58.61667 58.05000 58.61667 58.61667 58.03333
##  [121] 58.03333 58.61667 58.32500 58.61667 54.60000 58.61667 58.05000 57.46667
##  [129] 55.15833 58.61667 58.61667 59.76667 58.03333 58.61667 58.04167 60.90000
##  [137] 58.03333 58.61667 56.60000 57.46667 58.03333 58.33333 57.75000 58.03333
##  [145] 57.45833 55.75000 58.31667 57.46667 55.45833 59.18333 58.32500 56.87500
##  [153] 58.03333 58.05000 58.60833 55.16667 57.75000 57.45833 58.05000 54.60000
##  [161] 60.33333 58.03333 54.30000 58.03333 58.03333 55.16667 58.05000 58.61667
##  [169] 58.61667 58.61667 58.05000 59.76667 57.46667 58.61667 58.03333 54.60000
##  [177] 57.46667 57.46667 57.75000 60.90000 58.03333 58.03333 58.03333 57.46667
##  [185] 58.05000 58.60000 58.03333 58.05000 57.46667 55.16667 58.03333 58.05000
##  [193] 58.61667 58.31667 57.46667 57.46667 54.87500 55.75000 58.61667 58.60833
##  [201] 55.16667 54.60000 58.61667 58.61667 58.61667 55.73333 58.03333 57.45000
##  [209] 58.61667 58.61667 54.01667 58.60000 60.90000 58.90000 58.04167 57.46667
##  [217] 56.30000 54.60000 55.16667 58.03333 58.61667 58.05000 58.61667 58.03333
##  [225] 58.03333 58.03333 58.03333 56.02500 58.61667 56.87500 58.60000 57.46667
##  [233] 57.46667 57.75000 57.46667 58.61667 58.61667 57.46667 57.46667 58.61667
##  [241] 58.03333 57.45833 58.03333 54.58333 57.45833 58.03333 58.61667 58.61667
##  [249] 58.32500 58.60000 58.60000 58.61667 58.61667 58.04167 58.05000 60.05000
##  [257] 54.60000 57.46667 58.61667 55.15833 58.05000 58.90000 58.61667 58.32500
##  [265] 57.45000 58.61667 54.87500 55.15000 58.61667 58.03333 55.75000 56.02500
##  [273] 57.46667 58.61667 60.90000 58.61667 54.87500 58.61667 55.15833 58.03333
##  [281] 57.46667 58.03333 59.48333 55.15833 58.03333 58.61667 58.61667 58.03333
##  [289] 58.03333 57.46667 58.60000 58.61667 60.33333 58.04167 55.16667 54.60000
##  [297] 58.05000 58.61667 58.05000 57.75000 55.16667 60.33333 57.45833 58.61667
##  [305] 57.46667 55.45000 57.46667 55.15833 57.46667 58.61667 58.61667 58.61667
##  [313] 54.87500 55.16667 55.15000 58.61667 57.46667 58.61667 55.16667 60.90000
##  [321] 58.61667 54.60000 58.61667 57.75000 57.45833 57.46667 58.61667 58.05000
##  [329] 58.05000 58.03333 58.61667 56.88333 55.45833 58.61667 58.61667 54.87500
##  [337] 58.05000 58.05000 57.46667 58.90833 58.04167 58.03333 57.46667 54.60000
##  [345] 55.15000 58.03333 58.04167 58.60000 58.61667 58.61667 55.15000 58.04167
##  [353] 60.90000 58.61667 55.16667 58.03333 58.03333 55.75000 59.19167 57.46667
##  [361] 58.32500 58.61667 58.03333 57.46667 58.32500 60.90833 57.75000 56.87500
##  [369] 55.75000 58.04167 58.03333 55.15833 58.61667 58.61667 61.20833 58.03333
##  [377] 59.47500 58.90000 60.90000 56.30000 58.60000 58.61667 57.46667 58.05000
##  [385] 58.03333 58.31667 58.05000 58.05000 58.03333 54.01667 55.75000 58.61667
##  [393] 58.60000 57.46667 58.61667 58.60000 55.45833 58.32500 57.46667 58.60833
##  [401] 58.03333 58.61667 58.61667 54.59167 58.32500 58.32500 61.48333 58.61667
##  [409] 58.61667 58.03333 57.46667 57.45833 58.03333 59.18333 58.03333 58.60000
##  [417] 58.03333 55.75000 58.61667 58.04167 59.76667 58.05000 54.01667 58.61667
##  [425] 54.60000 58.60000 57.46667 58.05000 58.05000 58.05000 58.03333 58.60833
##  [433] 58.61667 58.03333 55.16667 58.60000 58.61667 57.45000 54.87500 58.05000
##  [441] 58.03333 58.32500 58.61667 57.45000 58.90000 55.75000 58.61667 60.33333
##  [449] 58.61667 58.05000 57.46667 58.60000 55.16667 57.75000 57.46667 58.61667
##  [457] 58.60833 57.75000 58.05000 58.03333 55.75000 58.05000 55.16667 58.61667
##  [465] 58.61667 54.01667 58.61667 59.18333 56.88333 57.46667 58.61667 58.61667
##  [473] 57.46667 58.61667 58.61667 58.61667 58.61667 57.75000 58.60833 58.61667
##  [481] 58.61667 58.61667 54.87500 58.32500 59.18333 58.32500 54.60000 57.75000
##  [489] 57.46667 55.15000 55.75000 57.46667 58.05000 58.61667 58.32500 55.45833
##  [497] 56.30833 58.60000 56.31667 57.75000 55.45833 55.16667 58.60833 58.60833
##  [505] 58.05000 58.03333 58.61667 58.03333 58.90833 54.87500 59.20000 58.61667
##  [513] 58.61667 58.61667 58.03333 58.03333 57.46667 58.90000 57.46667 55.16667
##  [521] 59.76667 60.90000 56.30833 58.61667 58.05000 56.87500 58.60000 58.04167
##  [529] 58.61667 58.61667 58.03333 58.61667 57.75000 58.03333 58.03333 59.75833
##  [537] 58.03333 57.46667 59.47500 58.61667 58.61667 58.05000 58.03333 58.61667
##  [545] 58.05000 54.60000 58.05000 58.61667 58.61667 58.61667 58.61667 58.04167
##  [553] 58.04167 58.03333 58.61667 58.03333 58.03333 55.75000 58.61667 58.61667
##  [561] 59.75000 54.60000 58.33333 58.61667 56.88333 58.03333 58.61667 58.33333
##  [569] 58.05000 58.05000 58.61667 58.61667 58.61667 57.46667 58.61667 57.46667
##  [577] 58.61667 54.87500 54.60000 57.46667 58.61667 58.04167 58.04167 57.46667
##  [585] 58.61667 58.61667 58.04167 58.61667 57.75000 58.04167 58.61667 58.05000
##  [593] 58.61667 58.61667 58.61667 55.16667 54.60000 55.15000 57.46667 58.04167
##  [601] 58.90000 57.46667 57.46667 54.60000 58.03333 57.46667 58.03333 58.05000
##  [609] 56.88333 59.47500 58.61667 59.75833 58.61667 58.61667 58.04167 58.61667
##  [617] 58.61667 58.61667 58.60000 58.61667 57.75000 58.03333 58.61667 58.03333
##  [625] 58.60833 58.32500 58.61667 58.05000 57.46667 58.60000 55.16667 60.92500
##  [633] 58.60833 58.61667 57.46667 58.03333 58.03333 58.61667 56.30000 58.61667
##  [641] 58.60833 58.61667 58.03333 57.46667 58.61667 60.90000 58.61667 58.61667
##  [649] 58.61667 58.03333 58.61667 57.46667 58.03333 58.61667 58.61667 54.60000
##  [657] 58.03333 58.60833 58.03333 58.61667 58.32500 55.16667 56.87500 58.61667
##  [665] 58.61667 58.03333 58.61667 54.60000 58.05000 58.03333 62.05833 58.04167
##  [673] 58.61667 58.61667 56.02500 58.61667 58.04167 58.61667 54.60000 58.03333
##  [681] 55.16667 58.61667 55.45833 56.30833 58.61667 58.61667 60.05000 58.03333
##  [689] 56.30000 58.03333 58.61667 58.61667 58.61667 57.46667 58.61667 58.61667
##  [697] 57.46667 58.61667 58.04167 58.61667 58.03333 58.61667 58.03333 58.61667
##  [705] 58.61667 54.87500 58.61667 56.02500 58.61667 58.61667 57.75000 58.61667
##  [713] 58.03333 58.60833 58.03333 58.60833 58.61667 57.46667 58.05000 58.61667
##  [721] 58.61667 55.16667 57.46667 57.46667 55.75000 58.60833 60.33333 54.60000
##  [729] 58.61667 58.61667 58.03333 54.30000 58.03333 57.46667 57.46667 58.61667
##  [737] 58.03333 60.90000 57.46667 57.46667 56.60833 60.33333 58.32500 55.75000
##  [745] 55.75000 54.60000 58.05000 58.03333 58.03333 57.46667 58.61667 55.16667
##  [753] 58.61667 58.61667 58.61667 61.48333 60.90000 58.61667 58.03333 60.91667
##  [761] 58.60833 58.90833 58.03333 59.76667 58.60000 55.16667 56.88333 58.03333
##  [769] 58.60000 58.60833 54.60000 58.04167 59.75833 56.87500 55.75000 58.61667
##  [777] 58.61667 58.04167 58.61667 54.01667 59.75833 58.03333 58.61667 59.76667
##  [785] 58.61667 58.03333 58.03333 57.46667 58.61667 58.05000 58.61667 58.61667
##  [793] 58.03333 59.75000 58.05000 58.61667 58.05000 58.05000 57.45833 58.05000
##  [801] 55.75000 58.61667 58.61667 58.61667 58.05000 58.03333 58.61667 58.03333
##  [809] 60.90000 56.30000 58.90833 58.61667 58.61667 60.33333 58.60833 58.61667
##  [817] 58.90833 55.16667 58.60833 58.61667 59.76667 57.75000 58.60833 58.60000
##  [825] 57.45000 58.61667 54.60000 57.75000 56.30000 56.60000 57.46667 58.90000
##  [833] 58.03333 56.87500 57.45833 58.03333 57.75000 58.61667 55.15000 58.03333
##  [841] 58.32500 57.46667 57.46667 58.32500 58.60000 58.61667 58.04167 58.03333
##  [849] 57.46667 58.03333 58.04167 60.35000 58.04167 58.05000 58.61667 58.32500
##  [857] 58.03333 55.15833 58.04167 58.05000 58.03333 58.61667 57.45833 58.61667
##  [865] 54.60000 57.75000 58.61667 58.60833 59.19167 58.32500 58.61667 58.04167
##  [873] 55.75000 58.05000 54.01667 57.46667 56.88333 58.32500 58.04167 58.61667
##  [881] 58.61667 58.61667 58.61667 58.05000 54.58333 54.60000 58.61667 58.61667
##  [889] 57.45833 58.04167 58.32500 58.61667 55.45833 58.61667 58.61667 58.61667
##  [897] 57.46667 58.61667 60.34167 55.16667 57.46667 58.60000 57.46667 58.61667
##  [905] 55.16667 58.61667 57.45833 56.88333 58.32500 58.03333 58.61667 58.61667
##  [913] 59.76667 54.60000 58.03333 58.61667 58.04167 57.46667 58.61667 58.61667
##  [921] 58.03333 59.76667 58.03333 58.61667 58.60000 57.46667 58.03333 58.61667
##  [929] 58.03333 58.03333 58.05000 58.61667 58.05000 58.61667 58.05000 58.05000
##  [937] 58.61667 58.61667 58.03333 57.46667 58.61667 58.61667 58.61667 58.03333
##  [945] 58.61667 58.03333 58.05000 58.03333 58.61667 58.61667 58.61667 57.75000
##  [953] 58.61667 58.61667 58.61667 54.87500 58.60833 58.61667 58.61667 58.05000
##  [961] 56.02500 56.87500 58.60833 58.61667 58.03333 55.16667 58.05000 58.61667
##  [969] 58.04167 59.18333 57.46667 58.05000 57.46667 55.15000 58.33333 58.60833
##  [977] 58.61667 58.61667 58.61667 58.61667 57.46667 55.16667 58.61667 57.45833
##  [985] 58.61667 58.61667 58.61667 58.05000 58.61667 55.45833 57.46667 58.61667
##  [993] 58.04167 56.02500 58.32500 58.03333 58.61667 58.61667 58.03333 56.60833
hist(NfinalMedia)

I_mediana=median(NfinalMedia);
#I_ref=58.05
#EE=I_ref-round(I_mediana,3);EE

#EE<-round((1/1000)*sum((NfinalMedia-I_mediana)^2+((1/1000)*sum(NfinalMedia)-I_mediana)^2),2);EE
EE<-round((1/(1000-1))*sum(NfinalMedia-median(IH_trans72))^2+(median(NfinalMedia)-median(IH_trans72))^2,2);EE
## [1] 32.58

SUSCEPTIBILIDAD

#--------------------------------susceptibilidad-----------------------------------

#susceptibilidad=Datos[,c(27:31)]*pesos[c(27:31)];susceptibilidad 

temp_K<-c()
lista_vacia <- vector("list", length = 646)
celsius_to_kelvin <- function(temp_C) {
  for (i in 12:16) {
    # temp_K <- temp_C[,i]*vector[i]
    lista_vacia[i]<-data.frame(#temp_C[,i]*vector[i]) 
      Datos[,i]*pesos[i])
    datosnew=lista_vacia[c(12:16)]
  }
  return(datosnew)
};susceptibilidad=data.frame(celsius_to_kelvin(Datos))

IH=rowSums(susceptibilidad[ ,1:5]);IH
##   [1] 3.664 1.359 0.999 2.830 5.328 3.552 1.554 2.886 2.553 4.107 5.050 2.165
##  [13] 2.386 1.942 2.719 4.495 3.302 3.885 3.108 3.691 4.329 3.107 3.108 1.970
##  [25] 1.915 1.165 2.359 2.691 3.469 2.858 2.692 4.912 3.135 1.776 1.970 3.885
##  [37] 3.940 3.690 3.746 2.331 4.856 2.940 3.302 3.330 1.721 5.383 3.330 3.550
##  [49] 3.330 2.359 4.245 3.330 4.912 1.941 4.356 1.554 3.442 3.968 3.718 1.748
##  [61] 2.359 3.080 1.748 4.162 1.694 2.913 5.300 4.967 0.777 2.331 3.690 1.998
##  [73] 2.137 3.080 3.108 2.525 2.720 3.885 4.801 2.109 4.080 1.665 3.330 4.107
##  [85] 4.689 2.886 2.277 2.914 2.525 3.912 5.522 3.913 2.525 2.192 1.554 2.941
##  [97] 5.883 3.080 2.525 2.330 0.999 2.330 4.495 2.304 1.888 2.358 1.165 4.078
## [109] 4.052 0.777 4.745 1.776 3.329 3.885 3.691 1.333 3.302 3.690 4.301 3.024
## [121] 3.857 4.772 3.885 2.525 3.690 2.303 3.885 4.274 3.052 1.915 3.164 0.944
## [133] 4.690 2.552 1.942 1.720 3.497 3.218 1.472 4.079 3.496 1.748 5.661 1.776
## [145] 2.524 5.661 3.885 6.105 2.886 3.330 2.553 1.941 5.273 4.107 4.274 5.300
## [157] 3.080 3.552 4.107 1.554 4.524 2.108 3.746 4.690 3.108 2.746 2.192 0.971
## [169] 1.748 3.108 4.329 3.330 4.495 4.662 2.663 3.718 3.885 5.106 1.747 4.857
## [181] 4.579 5.106 3.134 2.525 2.330 2.969 1.554 2.331 2.331 3.108 2.358 6.105
## [193] 4.301 5.495 4.301 1.554 0.777 2.331 1.747 3.385 5.273 3.746 4.301 1.693
## [205] 1.748 4.302 4.662 4.052 2.525 3.496 3.330 3.108 3.302 2.524 3.135 1.748
## [217] 4.356 5.467 3.108 1.332 0.971 5.661 6.105 2.524 5.134 4.107 5.495 4.217
## [229] 2.552 2.719 3.524 4.134 2.498 3.302 5.245 4.079 0.971 3.912 2.108 1.554
## [241] 2.331 2.331 1.776 3.302 4.273 2.553 4.495 4.301 4.275 2.470 3.552 2.137
## [253] 4.495 4.662 1.554 3.302 2.913 3.884 3.746 4.079 0.777 3.968 4.912 3.108
## [265] 1.554 3.108 2.524 5.744 1.860 5.079 5.661 2.553 2.330 4.107 2.331 2.969
## [277] 2.719 3.524 2.720 2.831 4.079 2.331 2.303 4.329 1.779 2.886 3.524 6.549
## [289] 4.273 3.912 2.663 2.498 1.942 4.107 3.275 5.300 1.554 4.329 2.275 2.580
## [301] 2.164 2.940 4.662 0.777 2.914 5.273 1.915 4.107 2.331 3.496 5.050 3.552
## [313] 5.245 3.552 3.108 2.719 3.690 3.302 2.747 3.107 0.777 2.747 2.552 2.692
## [325] 3.108 1.554 4.856 3.108 5.661 2.136 3.330 2.941 4.107 2.719 3.302 2.525
## [337] 2.720 5.550 2.858 4.052 4.884 4.107 3.663 0.999 1.915 0.971 1.554 3.996
## [349] 5.328 2.110 3.885 3.108 5.717 2.525 2.746 2.775 4.107 3.552 0.999 2.747
## [361] 4.079 2.525 2.553 2.719 5.300 3.717 4.772 0.777 1.915 3.080 6.105 3.885
## [373] 2.331 2.109 3.107 3.330 2.055 2.553 1.554 4.080 5.523 3.329 2.302 2.442
## [385] 2.525 1.360 2.525 1.941 1.138 4.578 2.109 3.524 2.525 4.107 3.940 0.777
## [397] 1.915 4.135 4.717 3.025 2.914 2.831 3.746 3.885 3.968 1.748 3.108 5.661
## [409] 3.329 2.302 5.106 5.300 2.359 3.857 1.748 3.524 1.942 5.661 3.136 4.440
## [421] 4.301 2.553 4.578 1.554 2.940 3.497 4.329 4.079 4.107 5.522 2.747 3.718
## [433] 2.719 2.719 3.108 3.108 4.135 2.859 3.330 3.913 2.331 1.748 3.691 3.746
## [445] 3.774 3.885 4.913 2.747 4.080 3.690 5.939 3.719 4.107 3.885 2.719 5.133
## [457] 2.330 5.883 3.524 1.915 3.552 3.829 2.942 3.330 3.885 4.523 5.078 2.717
## [469] 4.329 2.330 3.357 1.888 3.191 0.777 3.302 2.136 3.078 1.776 3.885 3.690
## [481] 1.776 3.802 2.940 2.913 2.969 4.551 5.717 3.496 4.884 3.302 2.553 5.467
## [493] 3.718 5.439 4.939 3.718 4.107 2.719 4.301 5.661 4.800 1.942 3.690 3.302
## [505] 2.552 2.331 2.774 3.913 3.885 5.382 3.717 4.689 3.719 5.549 3.108 3.330
## [517] 3.191 2.331 4.690 3.746 4.716 2.137 1.748 4.329 0.777 3.885 4.549 4.718
## [529] 3.274 2.942 4.495 4.079 3.302 3.690 2.553 4.550 6.105 5.938 4.080 3.053
## [541] 5.217 2.329 4.663 1.970 3.690 3.524 4.495 3.691 0.777 4.107 2.137 4.634
## [553] 1.554 5.495 3.468 2.691 2.913 3.107 2.331 5.661 4.856 4.189 3.552 4.995
## [565] 1.831 4.690 3.108 4.328 1.554 2.330 5.078 2.524 3.607 2.330 1.915 3.358
## [577] 3.719 2.832 2.331 4.302 2.358 3.912 2.330 3.524 4.301 4.717 4.717 1.554
## [589] 2.997 3.912 1.748 3.496 2.304 1.915 3.330 3.108 4.885 2.747 2.525 3.912
## [601] 2.471 3.885 1.942 5.328 1.554 1.332 1.554 2.525 3.108 3.135 3.524 0.777
## [613] 4.051 3.108 3.108 3.745 3.690 1.942 3.275 5.661 3.690 4.439 1.332 4.273
## [625] 2.416 2.331 2.524 3.247 1.941 4.107 5.883 3.494 3.912 5.273 2.331 5.883
## [637] 3.108 3.329 5.661 5.328 1.941 2.721 3.080 2.886 4.328 2.581
data.frame(IH)
##        IH
## 1   3.664
## 2   1.359
## 3   0.999
## 4   2.830
## 5   5.328
## 6   3.552
## 7   1.554
## 8   2.886
## 9   2.553
## 10  4.107
## 11  5.050
## 12  2.165
## 13  2.386
## 14  1.942
## 15  2.719
## 16  4.495
## 17  3.302
## 18  3.885
## 19  3.108
## 20  3.691
## 21  4.329
## 22  3.107
## 23  3.108
## 24  1.970
## 25  1.915
## 26  1.165
## 27  2.359
## 28  2.691
## 29  3.469
## 30  2.858
## 31  2.692
## 32  4.912
## 33  3.135
## 34  1.776
## 35  1.970
## 36  3.885
## 37  3.940
## 38  3.690
## 39  3.746
## 40  2.331
## 41  4.856
## 42  2.940
## 43  3.302
## 44  3.330
## 45  1.721
## 46  5.383
## 47  3.330
## 48  3.550
## 49  3.330
## 50  2.359
## 51  4.245
## 52  3.330
## 53  4.912
## 54  1.941
## 55  4.356
## 56  1.554
## 57  3.442
## 58  3.968
## 59  3.718
## 60  1.748
## 61  2.359
## 62  3.080
## 63  1.748
## 64  4.162
## 65  1.694
## 66  2.913
## 67  5.300
## 68  4.967
## 69  0.777
## 70  2.331
## 71  3.690
## 72  1.998
## 73  2.137
## 74  3.080
## 75  3.108
## 76  2.525
## 77  2.720
## 78  3.885
## 79  4.801
## 80  2.109
## 81  4.080
## 82  1.665
## 83  3.330
## 84  4.107
## 85  4.689
## 86  2.886
## 87  2.277
## 88  2.914
## 89  2.525
## 90  3.912
## 91  5.522
## 92  3.913
## 93  2.525
## 94  2.192
## 95  1.554
## 96  2.941
## 97  5.883
## 98  3.080
## 99  2.525
## 100 2.330
## 101 0.999
## 102 2.330
## 103 4.495
## 104 2.304
## 105 1.888
## 106 2.358
## 107 1.165
## 108 4.078
## 109 4.052
## 110 0.777
## 111 4.745
## 112 1.776
## 113 3.329
## 114 3.885
## 115 3.691
## 116 1.333
## 117 3.302
## 118 3.690
## 119 4.301
## 120 3.024
## 121 3.857
## 122 4.772
## 123 3.885
## 124 2.525
## 125 3.690
## 126 2.303
## 127 3.885
## 128 4.274
## 129 3.052
## 130 1.915
## 131 3.164
## 132 0.944
## 133 4.690
## 134 2.552
## 135 1.942
## 136 1.720
## 137 3.497
## 138 3.218
## 139 1.472
## 140 4.079
## 141 3.496
## 142 1.748
## 143 5.661
## 144 1.776
## 145 2.524
## 146 5.661
## 147 3.885
## 148 6.105
## 149 2.886
## 150 3.330
## 151 2.553
## 152 1.941
## 153 5.273
## 154 4.107
## 155 4.274
## 156 5.300
## 157 3.080
## 158 3.552
## 159 4.107
## 160 1.554
## 161 4.524
## 162 2.108
## 163 3.746
## 164 4.690
## 165 3.108
## 166 2.746
## 167 2.192
## 168 0.971
## 169 1.748
## 170 3.108
## 171 4.329
## 172 3.330
## 173 4.495
## 174 4.662
## 175 2.663
## 176 3.718
## 177 3.885
## 178 5.106
## 179 1.747
## 180 4.857
## 181 4.579
## 182 5.106
## 183 3.134
## 184 2.525
## 185 2.330
## 186 2.969
## 187 1.554
## 188 2.331
## 189 2.331
## 190 3.108
## 191 2.358
## 192 6.105
## 193 4.301
## 194 5.495
## 195 4.301
## 196 1.554
## 197 0.777
## 198 2.331
## 199 1.747
## 200 3.385
## 201 5.273
## 202 3.746
## 203 4.301
## 204 1.693
## 205 1.748
## 206 4.302
## 207 4.662
## 208 4.052
## 209 2.525
## 210 3.496
## 211 3.330
## 212 3.108
## 213 3.302
## 214 2.524
## 215 3.135
## 216 1.748
## 217 4.356
## 218 5.467
## 219 3.108
## 220 1.332
## 221 0.971
## 222 5.661
## 223 6.105
## 224 2.524
## 225 5.134
## 226 4.107
## 227 5.495
## 228 4.217
## 229 2.552
## 230 2.719
## 231 3.524
## 232 4.134
## 233 2.498
## 234 3.302
## 235 5.245
## 236 4.079
## 237 0.971
## 238 3.912
## 239 2.108
## 240 1.554
## 241 2.331
## 242 2.331
## 243 1.776
## 244 3.302
## 245 4.273
## 246 2.553
## 247 4.495
## 248 4.301
## 249 4.275
## 250 2.470
## 251 3.552
## 252 2.137
## 253 4.495
## 254 4.662
## 255 1.554
## 256 3.302
## 257 2.913
## 258 3.884
## 259 3.746
## 260 4.079
## 261 0.777
## 262 3.968
## 263 4.912
## 264 3.108
## 265 1.554
## 266 3.108
## 267 2.524
## 268 5.744
## 269 1.860
## 270 5.079
## 271 5.661
## 272 2.553
## 273 2.330
## 274 4.107
## 275 2.331
## 276 2.969
## 277 2.719
## 278 3.524
## 279 2.720
## 280 2.831
## 281 4.079
## 282 2.331
## 283 2.303
## 284 4.329
## 285 1.779
## 286 2.886
## 287 3.524
## 288 6.549
## 289 4.273
## 290 3.912
## 291 2.663
## 292 2.498
## 293 1.942
## 294 4.107
## 295 3.275
## 296 5.300
## 297 1.554
## 298 4.329
## 299 2.275
## 300 2.580
## 301 2.164
## 302 2.940
## 303 4.662
## 304 0.777
## 305 2.914
## 306 5.273
## 307 1.915
## 308 4.107
## 309 2.331
## 310 3.496
## 311 5.050
## 312 3.552
## 313 5.245
## 314 3.552
## 315 3.108
## 316 2.719
## 317 3.690
## 318 3.302
## 319 2.747
## 320 3.107
## 321 0.777
## 322 2.747
## 323 2.552
## 324 2.692
## 325 3.108
## 326 1.554
## 327 4.856
## 328 3.108
## 329 5.661
## 330 2.136
## 331 3.330
## 332 2.941
## 333 4.107
## 334 2.719
## 335 3.302
## 336 2.525
## 337 2.720
## 338 5.550
## 339 2.858
## 340 4.052
## 341 4.884
## 342 4.107
## 343 3.663
## 344 0.999
## 345 1.915
## 346 0.971
## 347 1.554
## 348 3.996
## 349 5.328
## 350 2.110
## 351 3.885
## 352 3.108
## 353 5.717
## 354 2.525
## 355 2.746
## 356 2.775
## 357 4.107
## 358 3.552
## 359 0.999
## 360 2.747
## 361 4.079
## 362 2.525
## 363 2.553
## 364 2.719
## 365 5.300
## 366 3.717
## 367 4.772
## 368 0.777
## 369 1.915
## 370 3.080
## 371 6.105
## 372 3.885
## 373 2.331
## 374 2.109
## 375 3.107
## 376 3.330
## 377 2.055
## 378 2.553
## 379 1.554
## 380 4.080
## 381 5.523
## 382 3.329
## 383 2.302
## 384 2.442
## 385 2.525
## 386 1.360
## 387 2.525
## 388 1.941
## 389 1.138
## 390 4.578
## 391 2.109
## 392 3.524
## 393 2.525
## 394 4.107
## 395 3.940
## 396 0.777
## 397 1.915
## 398 4.135
## 399 4.717
## 400 3.025
## 401 2.914
## 402 2.831
## 403 3.746
## 404 3.885
## 405 3.968
## 406 1.748
## 407 3.108
## 408 5.661
## 409 3.329
## 410 2.302
## 411 5.106
## 412 5.300
## 413 2.359
## 414 3.857
## 415 1.748
## 416 3.524
## 417 1.942
## 418 5.661
## 419 3.136
## 420 4.440
## 421 4.301
## 422 2.553
## 423 4.578
## 424 1.554
## 425 2.940
## 426 3.497
## 427 4.329
## 428 4.079
## 429 4.107
## 430 5.522
## 431 2.747
## 432 3.718
## 433 2.719
## 434 2.719
## 435 3.108
## 436 3.108
## 437 4.135
## 438 2.859
## 439 3.330
## 440 3.913
## 441 2.331
## 442 1.748
## 443 3.691
## 444 3.746
## 445 3.774
## 446 3.885
## 447 4.913
## 448 2.747
## 449 4.080
## 450 3.690
## 451 5.939
## 452 3.719
## 453 4.107
## 454 3.885
## 455 2.719
## 456 5.133
## 457 2.330
## 458 5.883
## 459 3.524
## 460 1.915
## 461 3.552
## 462 3.829
## 463 2.942
## 464 3.330
## 465 3.885
## 466 4.523
## 467 5.078
## 468 2.717
## 469 4.329
## 470 2.330
## 471 3.357
## 472 1.888
## 473 3.191
## 474 0.777
## 475 3.302
## 476 2.136
## 477 3.078
## 478 1.776
## 479 3.885
## 480 3.690
## 481 1.776
## 482 3.802
## 483 2.940
## 484 2.913
## 485 2.969
## 486 4.551
## 487 5.717
## 488 3.496
## 489 4.884
## 490 3.302
## 491 2.553
## 492 5.467
## 493 3.718
## 494 5.439
## 495 4.939
## 496 3.718
## 497 4.107
## 498 2.719
## 499 4.301
## 500 5.661
## 501 4.800
## 502 1.942
## 503 3.690
## 504 3.302
## 505 2.552
## 506 2.331
## 507 2.774
## 508 3.913
## 509 3.885
## 510 5.382
## 511 3.717
## 512 4.689
## 513 3.719
## 514 5.549
## 515 3.108
## 516 3.330
## 517 3.191
## 518 2.331
## 519 4.690
## 520 3.746
## 521 4.716
## 522 2.137
## 523 1.748
## 524 4.329
## 525 0.777
## 526 3.885
## 527 4.549
## 528 4.718
## 529 3.274
## 530 2.942
## 531 4.495
## 532 4.079
## 533 3.302
## 534 3.690
## 535 2.553
## 536 4.550
## 537 6.105
## 538 5.938
## 539 4.080
## 540 3.053
## 541 5.217
## 542 2.329
## 543 4.663
## 544 1.970
## 545 3.690
## 546 3.524
## 547 4.495
## 548 3.691
## 549 0.777
## 550 4.107
## 551 2.137
## 552 4.634
## 553 1.554
## 554 5.495
## 555 3.468
## 556 2.691
## 557 2.913
## 558 3.107
## 559 2.331
## 560 5.661
## 561 4.856
## 562 4.189
## 563 3.552
## 564 4.995
## 565 1.831
## 566 4.690
## 567 3.108
## 568 4.328
## 569 1.554
## 570 2.330
## 571 5.078
## 572 2.524
## 573 3.607
## 574 2.330
## 575 1.915
## 576 3.358
## 577 3.719
## 578 2.832
## 579 2.331
## 580 4.302
## 581 2.358
## 582 3.912
## 583 2.330
## 584 3.524
## 585 4.301
## 586 4.717
## 587 4.717
## 588 1.554
## 589 2.997
## 590 3.912
## 591 1.748
## 592 3.496
## 593 2.304
## 594 1.915
## 595 3.330
## 596 3.108
## 597 4.885
## 598 2.747
## 599 2.525
## 600 3.912
## 601 2.471
## 602 3.885
## 603 1.942
## 604 5.328
## 605 1.554
## 606 1.332
## 607 1.554
## 608 2.525
## 609 3.108
## 610 3.135
## 611 3.524
## 612 0.777
## 613 4.051
## 614 3.108
## 615 3.108
## 616 3.745
## 617 3.690
## 618 1.942
## 619 3.275
## 620 5.661
## 621 3.690
## 622 4.439
## 623 1.332
## 624 4.273
## 625 2.416
## 626 2.331
## 627 2.524
## 628 3.247
## 629 1.941
## 630 4.107
## 631 5.883
## 632 3.494
## 633 3.912
## 634 5.273
## 635 2.331
## 636 5.883
## 637 3.108
## 638 3.329
## 639 5.661
## 640 5.328
## 641 1.941
## 642 2.721
## 643 3.080
## 644 2.886
## 645 4.328
## 646 2.581
IH_MIN=min(IH)
IH_MAX=max(IH)

IH_trans82=((IH-IH_MIN)/(IH_MAX-IH_MIN))*100

summary(IH_trans82)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##    0.00   27.41   43.75   43.88   57.69  100.00
round(sd(IH_trans82),2)
## [1] 21.04
#hist(IH_trans8,col="azure2",xlab="IPSU",main = "Distribución de IPSU",freq = FALSE,ylim = c(0,0.035))
#ERROR

NfinalMedia<-c() ##En este vector se estan almacenando las proporciones, osea, cada repeticion bootstrap
for (i in 1:1000) {
  #Datos=CaliyPalmira[,-c(8:10)] #Este es cuando junté todo y solo quité la incertidumbre
  Datos=Palmira[,c(19:34)]
  #N<-Datos[sample(nrow(Datos),replace = TRUE)]
  temp_K<-c()
  lista_vacia <- vector("list", length = length(Datos))
  celsius_to_kelvin <- function(temp_C) {
    for (i in 12:16) {
      # temp_K <- temp_C[,i]*vector[i]
      lista_vacia[i]<-data.frame(#temp_C[,i]*vector[i]) 
        Datos[,i]*pesos[i])
      datosnew=lista_vacia[c(12:16)]
    }
    return(datosnew)
  };IHPRG1=data.frame(celsius_to_kelvin(Datos))
  IH<-rowSums(IHPRG1[ ,1:5])
  data.frame(IH)
  IH_MIN<-min(IH)
  IH_MAX<-max(IH)
  IH_trans<-((IH-IH_MIN)/(IH_MAX-IH_MIN))*100
  NfinalMedia[i]=median(sample(IH_trans,replace=T))
}; NfinalMedia
##    [1] 43.74567 41.11227 43.74567 40.60984 43.74567 40.38462 40.85239 41.82259
##    [9] 40.38462 43.74567 41.82259 43.74567 40.38462 43.74567 43.27789 44.23077
##   [17] 43.51178 43.27789 41.58870 44.21344 43.74567 40.61850 43.74567 43.27789
##   [25] 44.23077 43.26923 43.97956 43.74567 43.74567 42.29037 43.74567 44.21344
##   [33] 43.51178 40.86105 43.74567 40.38462 43.74567 43.97956 44.23077 43.74567
##   [41] 40.38462 41.82259 40.38462 44.21344 44.23077 40.38462 44.23077 43.26057
##   [49] 43.74567 43.74567 43.27789 43.98822 43.74567 42.05648 43.74567 44.21344
##   [57] 43.74567 43.74567 41.82259 43.02668 43.74567 44.23077 43.27789 40.38462
##   [65] 43.74567 40.38462 43.74567 40.85239 43.74567 40.38462 43.74567 43.97956
##   [73] 43.74567 44.23077 44.23077 44.23077 43.74567 43.74567 41.58870 42.30769
##   [81] 44.21344 43.26057 41.82259 40.38462 44.21344 40.38462 43.27789 40.85239
##   [89] 46.17117 41.82259 43.74567 40.85239 40.38462 43.97956 44.23077 43.74567
##   [97] 44.22211 44.21344 40.83507 42.05648 43.74567 41.82259 43.74567 43.74567
##  [105] 43.74567 43.74567 43.27789 43.74567 44.21344 43.74567 41.82259 44.23077
##  [113] 43.74567 43.74567 43.74567 44.23077 42.29037 40.85239 40.38462 43.74567
##  [121] 40.38462 43.74567 42.54158 43.26923 43.74567 43.27789 40.38462 43.02668
##  [129] 42.55024 43.74567 42.05648 42.05648 43.74567 43.74567 43.26057 40.85239
##  [137] 43.74567 43.51178 43.74567 43.74567 42.05648 43.74567 40.86972 43.74567
##  [145] 44.23077 43.27789 43.74567 42.79279 44.23077 43.27789 41.11227 44.21344
##  [153] 41.82259 43.27789 41.35482 44.23077 43.26923 43.27789 40.85239 40.38462
##  [161] 43.27789 41.35482 40.38462 43.74567 43.74567 43.74567 43.74567 43.74567
##  [169] 43.74567 41.82259 40.38462 43.74567 44.23077 43.97956 41.82259 40.38462
##  [177] 43.74567 44.22211 44.23077 43.74567 43.74567 42.54158 43.74567 44.21344
##  [185] 40.38462 41.58870 44.23077 43.51178 40.38462 44.23077 43.74567 43.74567
##  [193] 44.23077 40.86972 40.85239 43.74567 44.23077 43.27789 43.74567 43.27789
##  [201] 43.74567 41.11227 42.29037 44.23077 42.29037 44.22211 43.74567 43.74567
##  [209] 40.86972 44.21344 40.85239 41.58870 43.74567 44.21344 43.74567 43.74567
##  [217] 40.85239 43.74567 43.74567 43.74567 43.74567 43.74567 40.85239 43.74567
##  [225] 43.27789 43.74567 43.74567 43.74567 43.27789 40.60984 43.74567 43.74567
##  [233] 40.38462 41.82259 41.35482 43.74567 44.23077 43.02668 43.97956 43.74567
##  [241] 43.51178 40.38462 43.26923 46.85551 43.26057 40.38462 40.85239 43.74567
##  [249] 43.74567 41.35482 44.23077 44.23077 43.74567 43.97956 43.74567 43.02668
##  [257] 41.82259 43.97956 40.38462 44.23077 40.38462 40.38462 40.38462 44.22211
##  [265] 41.58870 43.51178 43.74567 41.34615 43.74567 44.23077 41.82259 42.29037
##  [273] 41.35482 42.05648 40.38462 42.78413 43.74567 40.38462 43.74567 44.21344
##  [281] 41.82259 42.29037 40.38462 43.97956 43.74567 43.74567 44.21344 42.79279
##  [289] 43.97956 44.23077 43.27789 43.74567 44.21344 43.97956 43.27789 44.21344
##  [297] 43.74567 43.26057 43.74567 43.74567 41.82259 43.26923 44.23077 43.97956
##  [305] 43.74567 43.74567 42.29037 41.58870 43.97956 43.74567 41.35482 40.38462
##  [313] 44.23077 42.54158 44.23077 42.54158 40.38462 43.51178 40.38462 40.86972
##  [321] 43.27789 44.71587 40.83507 43.74567 43.74567 40.84373 40.38462 44.46466
##  [329] 44.23077 40.86972 43.26057 43.74567 45.67741 42.78413 44.21344 40.38462
##  [337] 41.58870 43.74567 44.23077 43.74567 40.86105 40.38462 43.74567 44.46466
##  [345] 43.74567 44.21344 43.74567 40.38462 44.23077 43.27789 43.74567 43.74567
##  [353] 43.74567 43.03534 42.29037 42.79279 40.85239 43.51178 43.74567 43.51178
##  [361] 43.74567 40.38462 40.86105 40.38462 44.23077 41.82259 44.22211 44.21344
##  [369] 43.74567 43.74567 40.85239 40.84373 43.26057 44.23077 40.84373 40.85239
##  [377] 43.74567 43.74567 40.38462 43.50312 43.74567 41.82259 44.22211 40.85239
##  [385] 41.10360 40.84373 44.23077 40.85239 43.98822 40.38462 42.30769 43.27789
##  [393] 43.74567 41.82259 40.38462 40.38462 41.82259 40.38462 43.74567 43.74567
##  [401] 40.38462 42.79279 40.86972 43.74567 43.26923 43.74567 43.74567 43.74567
##  [409] 43.97956 43.74567 40.86105 43.74567 43.74567 43.74567 41.82259 44.47332
##  [417] 44.23077 44.23077 44.22211 41.10360 43.51178 40.38462 44.21344 40.38462
##  [425] 43.74567 40.38462 40.85239 43.74567 43.51178 43.74567 40.38462 40.38462
##  [433] 43.50312 43.74567 42.79279 44.23077 43.74567 43.74567 43.74567 42.77547
##  [441] 43.74567 43.74567 44.23077 40.86105 43.74567 43.74567 43.27789 43.74567
##  [449] 42.77547 42.77547 44.23077 44.23077 42.30769 43.74567 40.38462 43.74567
##  [457] 43.50312 43.74567 42.29037 43.74567 44.23077 43.51178 44.21344 41.35482
##  [465] 43.74567 43.74567 43.74567 43.74567 44.21344 44.23077 43.51178 43.74567
##  [473] 44.23077 42.29037 44.23077 40.83507 43.74567 43.74567 43.74567 43.74567
##  [481] 43.74567 43.27789 44.23077 41.58870 43.74567 40.38462 40.38462 42.79279
##  [489] 40.38462 43.74567 41.82259 44.21344 40.38462 40.38462 40.38462 40.38462
##  [497] 43.74567 44.23077 44.23077 44.23077 43.74567 44.23077 42.05648 43.74567
##  [505] 43.02668 43.74567 43.51178 43.74567 44.23077 40.83507 44.23077 43.02668
##  [513] 43.74567 43.74567 41.82259 40.38462 47.10672 43.74567 43.97956 44.23077
##  [521] 43.74567 43.74567 40.38462 40.38462 43.27789 40.84373 40.38462 43.74567
##  [529] 43.74567 40.83507 43.74567 41.11227 43.74567 44.23077 43.74567 41.35482
##  [537] 43.26057 41.82259 43.74567 44.23077 43.74567 44.22211 40.38462 40.38462
##  [545] 42.05648 43.51178 44.21344 43.74567 44.23077 43.74567 40.38462 44.23077
##  [553] 43.74567 43.27789 40.38462 40.60984 43.74567 43.74567 40.38462 44.23077
##  [561] 44.22211 43.26057 43.74567 43.74567 40.85239 43.74567 40.60984 40.84373
##  [569] 43.74567 43.50312 40.38462 44.23077 40.83507 40.85239 43.03534 44.23077
##  [577] 44.23077 40.38462 43.74567 41.82259 43.97956 43.74567 43.74567 44.21344
##  [585] 43.74567 43.74567 44.22211 43.74567 40.85239 43.26057 41.82259 44.22211
##  [593] 40.38462 44.23077 43.74567 41.34615 43.74567 43.74567 43.97956 44.23077
##  [601] 40.83507 40.38462 43.26923 44.21344 43.27789 40.85239 44.21344 44.21344
##  [609] 40.38462 40.85239 41.82259 43.74567 44.21344 43.74567 40.85239 43.74567
##  [617] 44.21344 43.26923 44.21344 43.74567 43.74567 43.51178 43.50312 43.51178
##  [625] 40.38462 44.21344 42.30769 43.26057 43.74567 40.85239 44.23077 40.38462
##  [633] 43.74567 44.23077 43.97956 43.74567 41.82259 43.74567 44.21344 40.38462
##  [641] 40.86105 43.74567 44.21344 40.38462 43.74567 43.74567 41.82259 41.10360
##  [649] 43.74567 43.51178 41.35482 43.74567 43.26923 42.29037 40.38462 43.74567
##  [657] 41.82259 44.21344 44.23077 44.21344 44.23077 41.82259 41.82259 44.23077
##  [665] 40.84373 40.38462 43.74567 44.21344 40.38462 40.38462 41.33749 43.74567
##  [673] 42.05648 44.23077 43.74567 43.74567 40.38462 40.84373 43.26923 41.35482
##  [681] 44.22211 44.22211 43.51178 40.85239 44.21344 44.23077 42.29037 43.74567
##  [689] 44.23077 43.97956 44.23077 40.86972 43.51178 43.74567 42.55024 42.77547
##  [697] 43.74567 40.38462 42.79279 43.27789 43.51178 40.38462 42.30769 43.74567
##  [705] 40.38462 43.74567 41.35482 43.02668 43.27789 43.74567 44.23077 40.38462
##  [713] 40.83507 44.23077 43.74567 40.38462 41.82259 43.74567 43.74567 41.82259
##  [721] 43.26923 44.23077 42.54158 43.74567 43.27789 44.23077 44.22211 43.74567
##  [729] 42.05648 43.74567 40.38462 40.38462 44.23077 40.38462 40.83507 43.27789
##  [737] 44.23077 40.85239 43.97956 43.51178 43.74567 43.97956 43.74567 43.74567
##  [745] 40.85239 43.74567 40.60984 42.79279 41.82259 44.23077 44.23077 43.26057
##  [753] 43.74567 47.10672 43.97956 44.23077 40.38462 43.74567 44.22211 43.26923
##  [761] 43.74567 42.54158 43.97956 43.74567 44.21344 43.74567 40.38462 43.74567
##  [769] 43.74567 40.38462 40.38462 44.23077 44.23077 41.35482 43.97956 40.38462
##  [777] 43.74567 43.74567 40.85239 40.85239 43.27789 44.22211 43.74567 43.74567
##  [785] 41.82259 43.74567 43.74567 41.82259 43.26923 44.23077 44.21344 43.74567
##  [793] 44.22211 43.74567 42.54158 43.74567 40.38462 44.23077 44.21344 43.74567
##  [801] 42.79279 44.22211 42.05648 40.85239 43.74567 43.74567 40.38462 40.38462
##  [809] 43.03534 43.74567 43.74567 40.60984 40.38462 43.74567 44.23077 43.51178
##  [817] 44.22211 43.74567 43.27789 44.23077 43.74567 43.74567 44.23077 43.74567
##  [825] 43.74567 43.74567 40.61850 40.38462 45.42620 43.74567 43.74567 43.51178
##  [833] 40.85239 41.35482 43.74567 44.23077 43.74567 43.51178 41.58870 43.74567
##  [841] 41.33749 43.74567 40.38462 40.84373 43.97956 42.05648 43.74567 42.55024
##  [849] 44.21344 43.74567 43.74567 41.33749 43.74567 43.74567 43.26057 43.74567
##  [857] 44.23077 43.51178 41.58870 40.85239 41.35482 44.23077 40.86105 40.85239
##  [865] 44.21344 43.27789 44.22211 41.82259 41.82259 40.38462 40.84373 43.74567
##  [873] 40.38462 40.86105 40.86972 44.21344 44.23077 40.38462 43.74567 42.05648
##  [881] 43.27789 43.74567 44.23077 42.79279 43.74567 43.74567 41.10360 42.30769
##  [889] 43.26923 40.38462 42.05648 44.23077 44.23077 40.38462 40.38462 41.34615
##  [897] 40.85239 43.74567 43.74567 40.85239 40.38462 43.74567 43.74567 40.38462
##  [905] 44.23077 40.38462 41.11227 43.27789 44.23077 43.74567 41.58870 40.38462
##  [913] 43.97956 42.79279 43.74567 44.23077 43.74567 44.21344 44.23077 43.74567
##  [921] 44.21344 43.74567 43.74567 41.82259 43.74567 43.02668 40.38462 43.74567
##  [929] 43.74567 42.30769 44.22211 40.38462 40.38462 43.74567 43.74567 40.38462
##  [937] 43.74567 41.82259 43.74567 41.58870 43.74567 43.26923 44.23077 43.74567
##  [945] 43.74567 43.74567 44.23077 44.23077 43.74567 41.34615 40.38462 41.82259
##  [953] 40.38462 43.74567 43.74567 40.38462 42.05648 42.05648 40.38462 44.22211
##  [961] 43.74567 43.74567 43.74567 40.85239 43.74567 43.74567 43.74567 44.23077
##  [969] 43.97956 43.74567 43.02668 40.38462 40.61850 40.38462 44.23077 40.83507
##  [977] 44.23077 40.84373 43.74567 43.74567 42.54158 44.21344 43.74567 43.74567
##  [985] 43.74567 40.38462 43.74567 43.02668 40.38462 43.74567 40.38462 43.02668
##  [993] 40.85239 43.74567 41.82259 41.58870 42.05648 40.83507 40.85239 43.74567
hist(NfinalMedia)

I_mediana=median(NfinalMedia);
#I_ref=43.73
#EE=I_ref-round(I_mediana,3);EE

#EE<-round((1/1000)*sum((NfinalMedia-I_mediana)^2+((1/1000)*sum(NfinalMedia)-I_mediana)^2),2);EE
EE<-round((1/(1000-1))*sum(NfinalMedia-median(IH_trans82))^2+(median(NfinalMedia)-median(IH_trans82))^2,2);EE
## [1] 773.68