Proyecto_regresion
Sebastian Mindiola
2025-03-03
##Braga conjunto
##
## Call:
## lm(formula = Oxigeno ~ 0 + Enfermedad + Enfermedad:Carga_Ajustada,
## data = Braga1998)
##
## Residuals:
## Min 1Q Median 3Q Max
## -3.8824 -1.0629 -0.3659 0.9445 6.7618
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## EnfermedadC 11.53250 0.29087 39.648 < 2e-16 ***
## EnfermedadCH 11.30000 0.36078 31.321 < 2e-16 ***
## EnfermedadID 9.32903 0.33041 28.235 < 2e-16 ***
## EnfermedadIS 9.45185 0.35404 26.697 < 2e-16 ***
## EnfermedadC:Carga_Ajustada 0.08846 0.01161 7.619 7.59e-12 ***
## EnfermedadCH:Carga_Ajustada 0.09835 0.01377 7.143 8.62e-11 ***
## EnfermedadID:Carga_Ajustada 0.04972 0.01763 2.821 0.00564 **
## EnfermedadIS:Carga_Ajustada 0.07704 0.01612 4.778 5.24e-06 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 1.84 on 116 degrees of freedom
## Multiple R-squared: 0.9731, Adjusted R-squared: 0.9713
## F-statistic: 525.3 on 8 and 116 DF, p-value: < 2.2e-16## Analysis of Variance Table
##
## Response: Oxigeno
## Df Sum Sq Mean Sq F value Pr(>F)
## Enfermedad 4 13750.0 3437.5 1015.726 < 2.2e-16 ***
## Enfermedad:Carga_Ajustada 4 473.3 118.3 34.964 < 2.2e-16 ***
## Residuals 116 392.6 3.4
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## 1 2 3 4 5 6
## -0.367439241 -0.354065896 -0.430306448 -0.600144582 0.113194289 0.400846524
## 7 8 9 10 11 12
## -0.505154799 0.163636601 -0.354341737 -0.917061599 -0.267361041 1.242306503
## 13 14 15 16 17 18
## -0.751475037 0.867034150 -1.210640233 -0.874321619 0.848542601 -1.304613050
## 19 20 21 22 23 24
## 0.528858833 1.357009329 -0.322562305 -0.496188034 -0.856998483 0.402606354
## 25 26 27 28 29 30
## -0.453218936 -1.260038219 -1.646847591 -0.322504976 -0.160460492 0.975581980
## 31 32 33 34 35 36
## 1.235186572 1.059329036 4.056573391 -0.939429580 -1.142503423 0.366678548
## 37 38 39 40 41 42
## 0.230718149 -0.850618175 -2.043781808 -0.020969162 2.440935613 1.017693707
## 43 44 45 46 47 48
## 0.644822660 3.228732062 -0.761977151 0.718333007 0.371569517 0.359462075
## 49 50 51 52 53 54
## -0.550903145 -0.652570069 2.489230812 -1.241001929 -1.281137231 0.733822516
## 55 56 57 58 59 60
## 0.516199035 -0.485324724 -0.542667285 -2.182540371 -0.211999415 0.010571996
## 61 62 63 64 65 66
## 0.283937319 0.262255786 -0.990248025 1.396123809 0.006649683 -1.117997441
## 67 68 69 70 71 72
## -0.521002495 -0.912550215 0.523867035 1.278954519 -0.014463885 -0.314745214
## 73 74 75 76 77 78
## -0.717243102 0.315370871 0.404299927 1.005524954 0.210768344 0.211084288
## 79 80 81 82 83 84
## 0.064066006 0.533485607 -1.389530805 0.457078749 -0.211211451 -0.176941095
## 85 86 87 88 89 90
## -0.527564357 -1.699363271 -0.077897407 0.424408260 -0.223514854 0.800459234
## 91 92 93 94 95 96
## 0.579208250 2.480575851 2.319176441 -0.803336700 -0.585720850 -0.249371775
## 97 98 99 100 101 102
## 0.025683913 -0.550400579 -0.242469290 -0.392530346 -0.243355784 -0.851540322
## 103 104 105 106 107 108
## -0.124748881 1.909320079 1.361762978 0.555300125 -0.411773592 -1.812523710
## 109 110 111 112 113 114
## -1.352036965 -0.696963489 -0.463005916 -0.476082547 -0.425983117 -0.845666548
## 115 116 117 118 119 120
## -0.532116627 -0.620534343 -0.426143293 -0.035660295 1.251861064 1.189293606
## 121 122 123 124
## 0.976798834 0.032013252 1.035195416 -0.194417713
##
## Call:
## lm(formula = Oxigeno ~ Carga, data = Braga1998)
##
## Residuals:
## Min 1Q Median 3Q Max
## -4.7327 -1.1680 -0.3317 1.1524 6.5075
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 6.563493 0.356037 18.43 <2e-16 ***
## Carga 0.085982 0.006869 12.52 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 1.892 on 122 degrees of freedom
## Multiple R-squared: 0.5622, Adjusted R-squared: 0.5586
## F-statistic: 156.7 on 1 and 122 DF, p-value: < 2.2e-16## 2.5 % 97.5 %
## (Intercept) 5.85868191 7.26830423
## Carga 0.07238335 0.09958084## png
## 2## Analysis of Variance Table
##
## Response: Oxigeno
## Df Sum Sq Mean Sq F value Pr(>F)
## Carga 1 560.67 560.67 156.67 < 2.2e-16 ***
## Residuals 122 436.61 3.58
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1## 1 2 3 4 5 6
## -0.04692233 0.06427442 -0.13412918 -1.18089727 0.12993656 0.62818750
## 7 8 9 10 11 12
## -0.03403339 0.15950800 -0.42373436 -0.27421592 -0.51517462 1.44772766
## 13 14 15 16 17 18
## -0.38751894 0.84710841 -1.29100414 -0.56074418 1.07741045 -0.48680988
## 19 20 21 22 23 24
## 0.55747484 0.63970460 -0.95157322 -0.49963324 -0.67056774 0.65024177
## 25 26 27 28 29 30
## -0.26409686 -0.89570813 -1.19577434 -0.56826365 -1.18286055 0.61921258
## 31 32 33 34 35 36
## 1.53514471 0.71817852 3.62366058 -1.00279051 -0.75908073 -0.69900620
## 37 38 39 40 41 42
## 0.79453929 -1.40424521 -1.94483939 -0.10547341 2.93581447 1.17295057
## 43 44 45 46 47 48
## 0.14871729 3.64382927 -0.69022809 0.69076884 0.21555813 0.45600480
## 49 50 51 52 53 54
## -0.56826365 -1.07958575 2.52135219 -0.98031915 -1.38582902 0.09489397
## 55 56 57 58 59 60
## 0.61088830 -0.19726430 -0.81921336 -2.56888096 -0.92216093 0.24940528
## 61 62 63 64 65 66
## -0.06175297 -0.41207603 -0.78645643 1.03854808 -0.05992191 -1.23699302
## 67 68 69 70 71 72
## -0.53021822 -0.49461918 0.45262099 1.18488678 0.05577251 -0.38751894
## 73 74 75 76 77 78
## -0.72778356 0.16264592 0.44347337 0.98267481 0.01782844 -0.61887527
## 79 80 81 82 83 84
## -0.31136888 0.54048467 -0.68069267 0.68873251 -0.84473525 -0.34584406
## 85 86 87 88 89 90
## -0.44160352 -1.56722486 -0.01727761 0.48041731 -0.15364184 0.80998466
## 91 92 93 94 95 96
## 0.63948277 2.44970014 2.32534124 -0.70706338 -0.51517462 -0.21095299
## 97 98 99 100 101 102
## 0.08103085 -0.43210921 -0.20343348 -0.21441413 -0.11558430 -0.72792623
## 103 104 105 106 107 108
## 0.02738098 1.90551468 1.36745766 0.64136733 -0.27626475 -1.58523578
## 109 110 111 112 113 114
## -1.22241282 -0.62139232 -0.38751894 -0.36958329 -0.36358843 -0.74550971
## 115 116 117 118 119 120
## -0.47689457 -0.54573546 -0.37803854 0.02076162 1.29992290 1.25590439
## 121 122 123 124
## 0.93240893 0.08843986 1.08257765 -0.09671554