---
title: "Trabajo Final Series"
author: Daniel Alfonso Hernández Gutiérrez & Jose Miguel Manrique Velasco
output: 
  flexdashboard::flex_dashboard:
    logo: bcide45.png
    orientation: rows
    social: menu
    source_code: embed
    vertical_layout: fill
---

   






































```{r setup, include=FALSE}
library(flexdashboard)

rm(list = ls())
pacman::p_load(tidyverse, stargazer, sandwich, foreign, AER,
               dplyr, readr, MASS, tibble, ggplot2, clubSandwich,
               modelsummary, reshape,
               heatmaply,readxl, astsa, ggcorrplot, xts, GGally,
               forecast, pander)

options(scipen=999)
Sys.setlocale("LC_ALL", "es_ES.UTF-8")
Sys.setenv(LANGUAGE="es")

library(knitr)
library("mxmaps")
library(readxl)
library(knitr)
library(sjPlot)
library(sjmisc)
library(sjlabelled)
setwd("C:/Users/danie/OneDrive - Centro de Investigacion y Docencia Economicas CIDE/tesina/datos")

```

Panorama Violencia
=======================================================================

Row
-----------------------------------------------------------------------

### **Tasa de Homicidios por cada 100,000 habitantes**

```{r out.width="200%"}
library(leaflet)

hom_mun2<- read_excel("Homicidios municipal 2.xlsx", sheet = "Tasa100")
hom_mun2=mutate_all(hom_mun2, ~replace(., is.na(.), 0))
hom_mun2$value= hom_mun2$promedio
mapa_mun3<- mxmunicipio_choropleth(hom_mun2,
                       title = " ", 
                       num_colors = 7,
                       legend = "Tasa")
# mapa_mun3 <- leaflet(mapa_mun3) 
mapa_mun3
# library(zoom) # Invoke the Library
# # Call plot
# a<-zm(mapa_mun3)
# a
```

### **Homicidios totales**

```{r, out.width="98%"}
knitr::include_graphics('homicidios.png')
```


Row {auto-height='400px', style= 'overflow-x:auto'}
-----------------------------------------------------------------------

### **Municipios más y menos violentos. Periodo 1990-2019**

*Mas violentos*| | |*Menos violentos*|||
----------------------|----------------------|----------------------|----------------------|----------------------| ----------------------|
**Estado** |  *Municipio* | **Tasa promedio** |  **Estado** |  *Municipio* | **Tasa promedio**|
----------------------| ----------------------|----------------------|----------------------|----------------------| ----------------------|
*Oaxaca*|San Bartolo Coyotepec|251|*Aguascalientes*|Rincón de Romos|4|
*CDMX*|Cuauhtémoc|157|*Aguascalientes*|Asientos|4|
*Morelos*|Jojutla|139|*Yucatán*|Santa Elena|6|
*Chihuahua*|Uruachi|133|*Yucatán*|Mérida|6|
*Oaxaca*|Santiago Jamiltepec|133|*Aguascalientes*|Aguascalientes|6|
*Chihuahua*|Guadalupe y Calvo|127|*Baja California Sur*|Mulegé|6|
*Chihuahua*|Guazapares|127|*Baja California Sur*|Los Cabos|8|
*Guerrero*|Arcelia|119|*Yucatán*|Bokobá|10|
*Tamaulipas*|Miguel Alemán|109|*Querétaro*|San Juan del Río|10|
*Oaxaca*|San Pedro Mixtepec|107|*Tlaxcala*|Tzompantepec|12|

*Fuente: Elaboración propia con base en Mortalidad y Censos de Población. INEGI*

Analisis de violencia
=======================================================================
### **Condiciones Iniciales. Curva de Crecimiento de Homicidios**
$$Y_{i t}=a_{i}+b_{1 i}(\textrm{Tiempo})+b_{2 i}(\textrm{ Tiempo })^{2}+\mathrm{e}_{i t}$$

**Estado/Municipio**| **Intercepto**| **Tiempo**| **Tiempo^2**| 
----------------------| ----------------------|----------------------| ----------------------|
**Tasa promedio de homicidios** |  |  | 
**por cada 100,000 habitantes: >100** |  |  |
 | | |
*Oaxaca, San Bartolo Coyotepec* | 1.083* | -0.361*** | 0.020***
|  | (-0.43) | (-0.064) | (-0.002)
*CDMX, Cuauhtémoc* | 4.786*** | -0.042 | 0.002
|  | (-0.602) | (-0.09) | (-0.003)
*Morelos, Jojutla* | 5.691*** | -0.252*** | 0.009***
|  | (-0.202) | (-0.03) | (-0.001)
*Chihuahua, Uruachi* | 3.692*** | 0.236** | -0.009***
|  | (-0.484) | (-0.072) | (-0.002)
*Oaxaca, Santiago Jamiltepec* | 5.100*** | 0.028 | -0.003
|  | (-0.688) | (-0.102) | (-0.003)
*Chihuahua, Guadalupe y Calvo* | 4.595*** | 0.031 | -0.001
|  | (-0.298) | (-0.044) | (-0.001)
*Chihuahua, Guazapares* | 3.512*** | 0.194* | -0.006*
|  | (-0.585) | (-0.087) | (-0.003)
*Guerrero, Arcelia* | 5.033*** | 0.026 | -0.003
|  | (-0.433) | (-0.064) | (-0.002)
*Chihuahua, Chínipas* | 5.202*** | -0.011 | -0.003
|  | (-0.684) | (-0.102) | (-0.003)
*Chihuahua, Morelos* | 3.209** | 0.092 | -0.003
|  | (-1.145) | (-0.17) | (-0.005)
----------------------| ----------------------|----------------------| ----------------------|
**Tasa promedio de homicidios** |  |  | 
**por cada 100,000 habitantes: <1** |  |  |
 | | |
*Nuevo León, San Pedro Garza García* | -0.033* | 0.004 | 0
|  | (-0.013) | (-0.002) | (0.000)
*Nuevo León, General Escobedo* | 0.033** | -0.009 | 0
|  | (-0.166) | (-0.025) | (-0.001)
*Puebla, Acajete* | -0.033* | 0.007 | 0
|  | (-0.06) | (-0.009) | (0.000)
*Oaxaca, Santa María Atzompa* | 0.004 | -0.003 | 0
|  | (-0.085) | (-0.013) | (0.000)
*Nuevo León, San Nicolás de los Garza* | -0.695** | 0.04 | -0.001
|  | (-0.349) | (-0.052) | (-0.002)
*Puebla, Quecholac* | 0.039* | 0.005 | 0
|  | (-0.113) | (-0.017) | (-0.001)
*Yucatán, Kanasín* | 0.136 | -0.009 | 0
|  | (-0.126) | (-0.019) | (-0.001)
*Puebla, Tlachichuca* | -0.073 | 0.022 | -0.001
|  | (-0.143) | (-0.021) | (-0.001)
*Puebla, Hueytamalco* | -0.074* | 0.023 | -0.001
|  | (-0.146) | (-0.022) | (-0.001)
*Nuevo León, Santa Catarina* | -0.014 | 0.016 | -0.001
*..* | (-0.177) | (-0.026) | (-0.001)
\textit{p < 0.01* ; p < 0.05** ; p < 0.001*****}

```{r}

```


### **Analisis empirico de la TAI, ¿Qué origina las condiciones iniciales de violencia?**
$$
I_{i}=\alpha+b_{1 i}\left(\mathrm{~F}_{\mathrm{E}_{\mathrm{con}}}\right)+b_{2 i}\left(\mathrm{~F}_{\mathrm{Soc}}\right)+b_{3 i}\left(\mathrm{~F}_{\mathrm{Fam}}\right)+b_{4 i}(\text { Frontera })+b_{5 i}(\text { Puertos })+\mathrm{e}_{i t}
$$
```{r}
im_ec_90<-read_excel("Indicadores Municipales Economía.xlsx", sheet="1990")
im_ec_90=mutate_all(im_ec_90, ~replace(., is.na(.), 0))

im_ec_95<-read_excel("Indicadores Municipales Economía.xlsx", sheet="1995")
im_ec_95=mutate_all(im_ec_95, ~replace(., is.na(.), 0))

im_ec_00<-read_excel("Indicadores Municipales Economía.xlsx", sheet="2000")
im_ec_00=mutate_all(im_ec_00, ~replace(., is.na(.), 0))

im_ec_05<-read_excel("Indicadores Municipales Economía.xlsx", sheet="2005")
im_ec_05=mutate_all(im_ec_05, ~replace(., is.na(.), 0))

im_ec_10<-read_excel("Indicadores Municipales Economía.xlsx", sheet="2010")
im_ec_10=mutate_all(im_ec_10, ~replace(., is.na(.), 0))

##########################################################################

##########################################################################
#Indicadores Municipales Educación
im_ed_90<-read_excel("Indicadores Municipales Educación.xlsx", sheet="1990")
im_ed_90=mutate_all(im_ed_90, ~replace(., is.na(.), 0))

im_ed_95<-read_excel("Indicadores Municipales Educación.xlsx", sheet="1995")
im_ed_95=mutate_all(im_ed_95, ~replace(., is.na(.), 0))

im_ed_00<-read_excel("Indicadores Municipales Educación.xlsx", sheet="2000")
im_ed_00=mutate_all(im_ed_00, ~replace(., is.na(.), 0))


im_ed_05<-read_excel("Indicadores Municipales Educación.xlsx", sheet="2005")
im_ed_05=mutate_all(im_ed_05, ~replace(., is.na(.), 0))


im_ed_10<-read_excel("Indicadores Municipales Educación.xlsx", sheet="2010")
im_ed_10=mutate_all(im_ed_10, ~replace(., is.na(.), 0))

##########################################################################

##########################################################################
#Indicadores Municipales IDH
im_idh_90<-read_excel("Indicadores Municipales IDH.xlsx", sheet="1990")
im_idh_90=mutate_all(im_idh_90, ~replace(., is.na(.), 0))

im_idh_95<-read_excel("Indicadores Municipales IDH.xlsx", sheet="1995")
im_idh_95=mutate_all(im_idh_95, ~replace(., is.na(.), 0))

im_idh_00<-read_excel("Indicadores Municipales IDH.xlsx", sheet="2000")
im_idh_00=mutate_all(im_idh_00, ~replace(., is.na(.), 0))

im_idh_05<-read_excel("Indicadores Municipales IDH.xlsx", sheet="2005")
im_idh_05=mutate_all(im_idh_05, ~replace(., is.na(.), 0))

im_idh_10<-read_excel("Indicadores Municipales IDH.xlsx", sheet="2010")
im_idh_10=mutate_all(im_idh_10, ~replace(., is.na(.), 0))

##########################################################################


#Indicadores Municipales Marginación
im_mar_90<-read_excel("Indicadores Municipales Marginación.xlsx", sheet="1990")
im_mar_90=mutate_all(im_mar_90, ~replace(., is.na(.), 0))

im_mar_95<-read_excel("Indicadores Municipales Marginación.xlsx", sheet="1995")
im_mar_95=mutate_all(im_mar_95, ~replace(., is.na(.), 0))

im_mar_00<-read_excel("Indicadores Municipales Marginación.xlsx", sheet="2000")
im_mar_00=mutate_all(im_mar_00, ~replace(., is.na(.), 0))

im_mar_05<-read_excel("Indicadores Municipales Marginación.xlsx", sheet="2005")
im_mar_05=mutate_all(im_mar_05, ~replace(., is.na(.), 0))

im_mar_10<-read_excel("Indicadores Municipales Marginación.xlsx", sheet="2010")
im_mar_10=mutate_all(im_mar_10, ~replace(., is.na(.), 0))



##########################################################################
#Homicidios Estatal
hom_est<-read_excel("Homicidios Estatal.xlsx")
hom_est=mutate_all(hom_est, ~replace(., is.na(.), 0))

hom_est_2<-read_excel("Homicidios Estatal 2.xlsx", sheet = "ED")
hom_est_2=mutate_all(hom_est_2, ~replace(., is.na(.), 0))


#PIB Estatal
pib_est<-read_excel("PIB estatal 90-19.xlsx")

#Homicidios Municipal
hom_mun<- read_excel("Homicidios municipal.xlsx", sheet = "Homicidios Muncicipio")
hom_mun=mutate_all(hom_mun, ~replace(., is.na(.), 0))
controles<- read_excel("Homicidios municipal.xlsx", sheet = "controles")
controles=mutate_all(controles, ~replace(., is.na(.), 0))


library(systemfit)
library(plm)
library(urca)

hom_mun_t<-read_excel("Homicidios municipal 2.xlsx", sheet = "HOM_T_LN")
hom_mun_t=mutate_all(hom_mun_t, ~replace(., is.na(.), 0))

z2<-(t(hom_mun_t))
colnames(z2) <- z2[1,]
z2<-as.data.frame(z2)
z2<-z2[3:33,]
colnames(z2) <- z2[1,]
z2<-z2[2:31,]
Tiempo <- as.numeric(1:NROW(z2$`0`))
Tiempo_2 <- Tiempo*Tiempo
X<-(cbind(Tiempo,Tiempo_2))

###
# CONDICIONES INICIALES MUNICIPALES
m0<-lm(`0`~ X, data=z2)
m1000<-lm(`1000`~ X, data=z2)
m1001<-lm(`1001`~ X, data=z2)
m1002<-lm(`1002`~ X, data=z2)
m1003<-lm(`1003`~ X, data=z2)
m1004<-lm(`1004`~ X, data=z2)
m1005<-lm(`1005`~ X, data=z2)
m1006<-lm(`1006`~ X, data=z2)
m1007<-lm(`1007`~ X, data=z2)
m1008<-lm(`1008`~ X, data=z2)
m1009<-lm(`1009`~ X, data=z2)
m1010<-lm(`1010`~ X, data=z2)
m1011<-lm(`1011`~ X, data=z2)
m2000<-lm(`2000`~ X, data=z2)
m2001<-lm(`2001`~ X, data=z2)
m2002<-lm(`2002`~ X, data=z2)
m2003<-lm(`2003`~ X, data=z2)
m2004<-lm(`2004`~ X, data=z2)
m2005<-lm(`2005`~ X, data=z2)
m3000<-lm(`3000`~ X, data=z2)
m3001<-lm(`3001`~ X, data=z2)
m3002<-lm(`3002`~ X, data=z2)
m3003<-lm(`3003`~ X, data=z2)
m3008<-lm(`3008`~ X, data=z2)
m3009<-lm(`3009`~ X, data=z2)
m4000<-lm(`4000`~ X, data=z2)
m4001<-lm(`4001`~ X, data=z2)
m4002<-lm(`4002`~ X, data=z2)
m4003<-lm(`4003`~ X, data=z2)
m4004<-lm(`4004`~ X, data=z2)
m4005<-lm(`4005`~ X, data=z2)
m4006<-lm(`4006`~ X, data=z2)
m4007<-lm(`4007`~ X, data=z2)
m4008<-lm(`4008`~ X, data=z2)
m4009<-lm(`4009`~ X, data=z2)
m4010<-lm(`4010`~ X, data=z2)
m4011<-lm(`4011`~ X, data=z2)
m5000<-lm(`5000`~ X, data=z2)
m5001<-lm(`5001`~ X, data=z2)
m5002<-lm(`5002`~ X, data=z2)
m5003<-lm(`5003`~ X, data=z2)
m5004<-lm(`5004`~ X, data=z2)
m5005<-lm(`5005`~ X, data=z2)
m5006<-lm(`5006`~ X, data=z2)
m5007<-lm(`5007`~ X, data=z2)
m5008<-lm(`5008`~ X, data=z2)
m5009<-lm(`5009`~ X, data=z2)
m5010<-lm(`5010`~ X, data=z2)
m5011<-lm(`5011`~ X, data=z2)
m5012<-lm(`5012`~ X, data=z2)
m5013<-lm(`5013`~ X, data=z2)
m5014<-lm(`5014`~ X, data=z2)
m5015<-lm(`5015`~ X, data=z2)
m5016<-lm(`5016`~ X, data=z2)
m5017<-lm(`5017`~ X, data=z2)
m5018<-lm(`5018`~ X, data=z2)
m5019<-lm(`5019`~ X, data=z2)
m5020<-lm(`5020`~ X, data=z2)
m5021<-lm(`5021`~ X, data=z2)
m5022<-lm(`5022`~ X, data=z2)
m5023<-lm(`5023`~ X, data=z2)
m5024<-lm(`5024`~ X, data=z2)
m5025<-lm(`5025`~ X, data=z2)
m5026<-lm(`5026`~ X, data=z2)
m5027<-lm(`5027`~ X, data=z2)
m5028<-lm(`5028`~ X, data=z2)
m5029<-lm(`5029`~ X, data=z2)
m5030<-lm(`5030`~ X, data=z2)
m5031<-lm(`5031`~ X, data=z2)
m5032<-lm(`5032`~ X, data=z2)
m5033<-lm(`5033`~ X, data=z2)
m5034<-lm(`5034`~ X, data=z2)
m5035<-lm(`5035`~ X, data=z2)
m5036<-lm(`5036`~ X, data=z2)
m5037<-lm(`5037`~ X, data=z2)
m5038<-lm(`5038`~ X, data=z2)
m6000<-lm(`6000`~ X, data=z2)
m6001<-lm(`6001`~ X, data=z2)
m6002<-lm(`6002`~ X, data=z2)
m6003<-lm(`6003`~ X, data=z2)
m6004<-lm(`6004`~ X, data=z2)
m6005<-lm(`6005`~ X, data=z2)
m6006<-lm(`6006`~ X, data=z2)
m6007<-lm(`6007`~ X, data=z2)
m6008<-lm(`6008`~ X, data=z2)
m6009<-lm(`6009`~ X, data=z2)
m6010<-lm(`6010`~ X, data=z2)
m7000<-lm(`7000`~ X, data=z2)
m7001<-lm(`7001`~ X, data=z2)
m7002<-lm(`7002`~ X, data=z2)
m7003<-lm(`7003`~ X, data=z2)
m7004<-lm(`7004`~ X, data=z2)
m7005<-lm(`7005`~ X, data=z2)
m7006<-lm(`7006`~ X, data=z2)
m7007<-lm(`7007`~ X, data=z2)
m7008<-lm(`7008`~ X, data=z2)
m7009<-lm(`7009`~ X, data=z2)
m7010<-lm(`7010`~ X, data=z2)
m7011<-lm(`7011`~ X, data=z2)
m7012<-lm(`7012`~ X, data=z2)
m7013<-lm(`7013`~ X, data=z2)
m7014<-lm(`7014`~ X, data=z2)
m7015<-lm(`7015`~ X, data=z2)
m7016<-lm(`7016`~ X, data=z2)
m7017<-lm(`7017`~ X, data=z2)
m7018<-lm(`7018`~ X, data=z2)
m7019<-lm(`7019`~ X, data=z2)
m7020<-lm(`7020`~ X, data=z2)
m7021<-lm(`7021`~ X, data=z2)
m7022<-lm(`7022`~ X, data=z2)
m7023<-lm(`7023`~ X, data=z2)
m7024<-lm(`7024`~ X, data=z2)
m7025<-lm(`7025`~ X, data=z2)
m7026<-lm(`7026`~ X, data=z2)
m7027<-lm(`7027`~ X, data=z2)
m7028<-lm(`7028`~ X, data=z2)
m7029<-lm(`7029`~ X, data=z2)
m7030<-lm(`7030`~ X, data=z2)
m7031<-lm(`7031`~ X, data=z2)
m7032<-lm(`7032`~ X, data=z2)
m7033<-lm(`7033`~ X, data=z2)
m7034<-lm(`7034`~ X, data=z2)
m7035<-lm(`7035`~ X, data=z2)
m7036<-lm(`7036`~ X, data=z2)
m7037<-lm(`7037`~ X, data=z2)
m7038<-lm(`7038`~ X, data=z2)
m7039<-lm(`7039`~ X, data=z2)
m7040<-lm(`7040`~ X, data=z2)
m7041<-lm(`7041`~ X, data=z2)
m7042<-lm(`7042`~ X, data=z2)
m7043<-lm(`7043`~ X, data=z2)
m7044<-lm(`7044`~ X, data=z2)
m7045<-lm(`7045`~ X, data=z2)
m7046<-lm(`7046`~ X, data=z2)
m7047<-lm(`7047`~ X, data=z2)
m7048<-lm(`7048`~ X, data=z2)
m7049<-lm(`7049`~ X, data=z2)
m7050<-lm(`7050`~ X, data=z2)
m7051<-lm(`7051`~ X, data=z2)
m7052<-lm(`7052`~ X, data=z2)
m7053<-lm(`7053`~ X, data=z2)
m7054<-lm(`7054`~ X, data=z2)
m7055<-lm(`7055`~ X, data=z2)
m7056<-lm(`7056`~ X, data=z2)
m7057<-lm(`7057`~ X, data=z2)
m7058<-lm(`7058`~ X, data=z2)
m7059<-lm(`7059`~ X, data=z2)
m7060<-lm(`7060`~ X, data=z2)
m7061<-lm(`7061`~ X, data=z2)
m7062<-lm(`7062`~ X, data=z2)
m7063<-lm(`7063`~ X, data=z2)
m7064<-lm(`7064`~ X, data=z2)
m7065<-lm(`7065`~ X, data=z2)
m7066<-lm(`7066`~ X, data=z2)
m7067<-lm(`7067`~ X, data=z2)
m7068<-lm(`7068`~ X, data=z2)
m7069<-lm(`7069`~ X, data=z2)
m7070<-lm(`7070`~ X, data=z2)
m7071<-lm(`7071`~ X, data=z2)
m7072<-lm(`7072`~ X, data=z2)
m7073<-lm(`7073`~ X, data=z2)
m7074<-lm(`7074`~ X, data=z2)
m7075<-lm(`7075`~ X, data=z2)
m7076<-lm(`7076`~ X, data=z2)
m7077<-lm(`7077`~ X, data=z2)
m7078<-lm(`7078`~ X, data=z2)
m7079<-lm(`7079`~ X, data=z2)
m7080<-lm(`7080`~ X, data=z2)
m7081<-lm(`7081`~ X, data=z2)
m7082<-lm(`7082`~ X, data=z2)
m7083<-lm(`7083`~ X, data=z2)
m7084<-lm(`7084`~ X, data=z2)
m7085<-lm(`7085`~ X, data=z2)
m7086<-lm(`7086`~ X, data=z2)
m7087<-lm(`7087`~ X, data=z2)
m7088<-lm(`7088`~ X, data=z2)
m7089<-lm(`7089`~ X, data=z2)
m7090<-lm(`7090`~ X, data=z2)
m7091<-lm(`7091`~ X, data=z2)
m7092<-lm(`7092`~ X, data=z2)
m7093<-lm(`7093`~ X, data=z2)
m7094<-lm(`7094`~ X, data=z2)
m7096<-lm(`7096`~ X, data=z2)
m7097<-lm(`7097`~ X, data=z2)
m7098<-lm(`7098`~ X, data=z2)
m7099<-lm(`7099`~ X, data=z2)
m7100<-lm(`7100`~ X, data=z2)
m7101<-lm(`7101`~ X, data=z2)
m7102<-lm(`7102`~ X, data=z2)
m7103<-lm(`7103`~ X, data=z2)
m7104<-lm(`7104`~ X, data=z2)
m7105<-lm(`7105`~ X, data=z2)
m7106<-lm(`7106`~ X, data=z2)
m7107<-lm(`7107`~ X, data=z2)
m7108<-lm(`7108`~ X, data=z2)
m7109<-lm(`7109`~ X, data=z2)
m7110<-lm(`7110`~ X, data=z2)
m7111<-lm(`7111`~ X, data=z2)
m7112<-lm(`7112`~ X, data=z2)
m7113<-lm(`7113`~ X, data=z2)
m7114<-lm(`7114`~ X, data=z2)
m7115<-lm(`7115`~ X, data=z2)
m7116<-lm(`7116`~ X, data=z2)
m7117<-lm(`7117`~ X, data=z2)
m7118<-lm(`7118`~ X, data=z2)
m7119<-lm(`7119`~ X, data=z2)
m7124<-lm(`7124`~ X, data=z2)
m8000<-lm(`8000`~ X, data=z2)
m8001<-lm(`8001`~ X, data=z2)
m8002<-lm(`8002`~ X, data=z2)
m8003<-lm(`8003`~ X, data=z2)
m8004<-lm(`8004`~ X, data=z2)
m8005<-lm(`8005`~ X, data=z2)
m8006<-lm(`8006`~ X, data=z2)
m8007<-lm(`8007`~ X, data=z2)
m8008<-lm(`8008`~ X, data=z2)
m8009<-lm(`8009`~ X, data=z2)
m8010<-lm(`8010`~ X, data=z2)
m8011<-lm(`8011`~ X, data=z2)
m8012<-lm(`8012`~ X, data=z2)
m8013<-lm(`8013`~ X, data=z2)
m8014<-lm(`8014`~ X, data=z2)
m8015<-lm(`8015`~ X, data=z2)
m8016<-lm(`8016`~ X, data=z2)
m8017<-lm(`8017`~ X, data=z2)
m8018<-lm(`8018`~ X, data=z2)
m8019<-lm(`8019`~ X, data=z2)
m8020<-lm(`8020`~ X, data=z2)
m8021<-lm(`8021`~ X, data=z2)
m8022<-lm(`8022`~ X, data=z2)
m8023<-lm(`8023`~ X, data=z2)
m8024<-lm(`8024`~ X, data=z2)
m8025<-lm(`8025`~ X, data=z2)
m8026<-lm(`8026`~ X, data=z2)
m8027<-lm(`8027`~ X, data=z2)
m8028<-lm(`8028`~ X, data=z2)
m8029<-lm(`8029`~ X, data=z2)
m8030<-lm(`8030`~ X, data=z2)
m8031<-lm(`8031`~ X, data=z2)
m8032<-lm(`8032`~ X, data=z2)
m8033<-lm(`8033`~ X, data=z2)
m8034<-lm(`8034`~ X, data=z2)
m8035<-lm(`8035`~ X, data=z2)
m8036<-lm(`8036`~ X, data=z2)
m8037<-lm(`8037`~ X, data=z2)
m8038<-lm(`8038`~ X, data=z2)
m8039<-lm(`8039`~ X, data=z2)
m8040<-lm(`8040`~ X, data=z2)
m8041<-lm(`8041`~ X, data=z2)
m8042<-lm(`8042`~ X, data=z2)
m8043<-lm(`8043`~ X, data=z2)
m8044<-lm(`8044`~ X, data=z2)
m8045<-lm(`8045`~ X, data=z2)
m8046<-lm(`8046`~ X, data=z2)
m8047<-lm(`8047`~ X, data=z2)
m8048<-lm(`8048`~ X, data=z2)
m8049<-lm(`8049`~ X, data=z2)
m8050<-lm(`8050`~ X, data=z2)
m8051<-lm(`8051`~ X, data=z2)
m8052<-lm(`8052`~ X, data=z2)
m8053<-lm(`8053`~ X, data=z2)
m8054<-lm(`8054`~ X, data=z2)
m8055<-lm(`8055`~ X, data=z2)
m8056<-lm(`8056`~ X, data=z2)
m8057<-lm(`8057`~ X, data=z2)
m8058<-lm(`8058`~ X, data=z2)
m8059<-lm(`8059`~ X, data=z2)
m8060<-lm(`8060`~ X, data=z2)
m8061<-lm(`8061`~ X, data=z2)
m8062<-lm(`8062`~ X, data=z2)
m8063<-lm(`8063`~ X, data=z2)
m8064<-lm(`8064`~ X, data=z2)
m8065<-lm(`8065`~ X, data=z2)
m8066<-lm(`8066`~ X, data=z2)
m8067<-lm(`8067`~ X, data=z2)
m9000<-lm(`9000`~ X, data=z2)
m9002<-lm(`9002`~ X, data=z2)
m9003<-lm(`9003`~ X, data=z2)
m9004<-lm(`9004`~ X, data=z2)
m9005<-lm(`9005`~ X, data=z2)
m9006<-lm(`9006`~ X, data=z2)
m9007<-lm(`9007`~ X, data=z2)
m9008<-lm(`9008`~ X, data=z2)
m9009<-lm(`9009`~ X, data=z2)
m9010<-lm(`9010`~ X, data=z2)
m9011<-lm(`9011`~ X, data=z2)
m9012<-lm(`9012`~ X, data=z2)
m9013<-lm(`9013`~ X, data=z2)
m9014<-lm(`9014`~ X, data=z2)
m9015<-lm(`9015`~ X, data=z2)
m9016<-lm(`9016`~ X, data=z2)
m9017<-lm(`9017`~ X, data=z2)
m10000<-lm(`10000`~ X, data=z2)
m10001<-lm(`10001`~ X, data=z2)
m10002<-lm(`10002`~ X, data=z2)
m10003<-lm(`10003`~ X, data=z2)
m10004<-lm(`10004`~ X, data=z2)
m10005<-lm(`10005`~ X, data=z2)
m10006<-lm(`10006`~ X, data=z2)
m10007<-lm(`10007`~ X, data=z2)
m10008<-lm(`10008`~ X, data=z2)
m10009<-lm(`10009`~ X, data=z2)
m10010<-lm(`10010`~ X, data=z2)
m10011<-lm(`10011`~ X, data=z2)
m10012<-lm(`10012`~ X, data=z2)
m10013<-lm(`10013`~ X, data=z2)
m10014<-lm(`10014`~ X, data=z2)
m10015<-lm(`10015`~ X, data=z2)
m10016<-lm(`10016`~ X, data=z2)
m10017<-lm(`10017`~ X, data=z2)
m10018<-lm(`10018`~ X, data=z2)
m10019<-lm(`10019`~ X, data=z2)
m10020<-lm(`10020`~ X, data=z2)
m10021<-lm(`10021`~ X, data=z2)
m10022<-lm(`10022`~ X, data=z2)
m10023<-lm(`10023`~ X, data=z2)
m10024<-lm(`10024`~ X, data=z2)
m10025<-lm(`10025`~ X, data=z2)
m10026<-lm(`10026`~ X, data=z2)
m10027<-lm(`10027`~ X, data=z2)
m10028<-lm(`10028`~ X, data=z2)
m10029<-lm(`10029`~ X, data=z2)
m10030<-lm(`10030`~ X, data=z2)
m10031<-lm(`10031`~ X, data=z2)
m10032<-lm(`10032`~ X, data=z2)
m10033<-lm(`10033`~ X, data=z2)
m10034<-lm(`10034`~ X, data=z2)
m10035<-lm(`10035`~ X, data=z2)
m10036<-lm(`10036`~ X, data=z2)
m10037<-lm(`10037`~ X, data=z2)
m10038<-lm(`10038`~ X, data=z2)
m10039<-lm(`10039`~ X, data=z2)
m11000<-lm(`11000`~ X, data=z2)
m11001<-lm(`11001`~ X, data=z2)
m11002<-lm(`11002`~ X, data=z2)
m11003<-lm(`11003`~ X, data=z2)
m11004<-lm(`11004`~ X, data=z2)
m11005<-lm(`11005`~ X, data=z2)
m11006<-lm(`11006`~ X, data=z2)
m11007<-lm(`11007`~ X, data=z2)
m11008<-lm(`11008`~ X, data=z2)
m11009<-lm(`11009`~ X, data=z2)
m11010<-lm(`11010`~ X, data=z2)
m11011<-lm(`11011`~ X, data=z2)
m11012<-lm(`11012`~ X, data=z2)
m11013<-lm(`11013`~ X, data=z2)
m11014<-lm(`11014`~ X, data=z2)
m11015<-lm(`11015`~ X, data=z2)
m11016<-lm(`11016`~ X, data=z2)
m11017<-lm(`11017`~ X, data=z2)
m11018<-lm(`11018`~ X, data=z2)
m11019<-lm(`11019`~ X, data=z2)
m11020<-lm(`11020`~ X, data=z2)
m11021<-lm(`11021`~ X, data=z2)
m11022<-lm(`11022`~ X, data=z2)
m11023<-lm(`11023`~ X, data=z2)
m11024<-lm(`11024`~ X, data=z2)
m11025<-lm(`11025`~ X, data=z2)
m11026<-lm(`11026`~ X, data=z2)
m11027<-lm(`11027`~ X, data=z2)
m11028<-lm(`11028`~ X, data=z2)
m11029<-lm(`11029`~ X, data=z2)
m11030<-lm(`11030`~ X, data=z2)
m11031<-lm(`11031`~ X, data=z2)
m11032<-lm(`11032`~ X, data=z2)
m11033<-lm(`11033`~ X, data=z2)
m11034<-lm(`11034`~ X, data=z2)
m11035<-lm(`11035`~ X, data=z2)
m11036<-lm(`11036`~ X, data=z2)
m11037<-lm(`11037`~ X, data=z2)
m11038<-lm(`11038`~ X, data=z2)
m11039<-lm(`11039`~ X, data=z2)
m11040<-lm(`11040`~ X, data=z2)
m11041<-lm(`11041`~ X, data=z2)
m11042<-lm(`11042`~ X, data=z2)
m11043<-lm(`11043`~ X, data=z2)
m11044<-lm(`11044`~ X, data=z2)
m11045<-lm(`11045`~ X, data=z2)
m11046<-lm(`11046`~ X, data=z2)
m12000<-lm(`12000`~ X, data=z2)
m12001<-lm(`12001`~ X, data=z2)
m12002<-lm(`12002`~ X, data=z2)
m12003<-lm(`12003`~ X, data=z2)
m12004<-lm(`12004`~ X, data=z2)
m12005<-lm(`12005`~ X, data=z2)
m12006<-lm(`12006`~ X, data=z2)
m12007<-lm(`12007`~ X, data=z2)
m12008<-lm(`12008`~ X, data=z2)
m12009<-lm(`12009`~ X, data=z2)
m12010<-lm(`12010`~ X, data=z2)
m12011<-lm(`12011`~ X, data=z2)
m12012<-lm(`12012`~ X, data=z2)
m12013<-lm(`12013`~ X, data=z2)
m12014<-lm(`12014`~ X, data=z2)
m12015<-lm(`12015`~ X, data=z2)
m12016<-lm(`12016`~ X, data=z2)
m12017<-lm(`12017`~ X, data=z2)
m12018<-lm(`12018`~ X, data=z2)
m12019<-lm(`12019`~ X, data=z2)
m12020<-lm(`12020`~ X, data=z2)
m12021<-lm(`12021`~ X, data=z2)
m12022<-lm(`12022`~ X, data=z2)
m12023<-lm(`12023`~ X, data=z2)
m12024<-lm(`12024`~ X, data=z2)
m12025<-lm(`12025`~ X, data=z2)
m12026<-lm(`12026`~ X, data=z2)
m12027<-lm(`12027`~ X, data=z2)
m12028<-lm(`12028`~ X, data=z2)
m12029<-lm(`12029`~ X, data=z2)
m12030<-lm(`12030`~ X, data=z2)
m12031<-lm(`12031`~ X, data=z2)
m12032<-lm(`12032`~ X, data=z2)
m12033<-lm(`12033`~ X, data=z2)
m12034<-lm(`12034`~ X, data=z2)
m12035<-lm(`12035`~ X, data=z2)
m12036<-lm(`12036`~ X, data=z2)
m12037<-lm(`12037`~ X, data=z2)
m12038<-lm(`12038`~ X, data=z2)
m12039<-lm(`12039`~ X, data=z2)
m12040<-lm(`12040`~ X, data=z2)
m12041<-lm(`12041`~ X, data=z2)
m12042<-lm(`12042`~ X, data=z2)
m12043<-lm(`12043`~ X, data=z2)
m12044<-lm(`12044`~ X, data=z2)
m12045<-lm(`12045`~ X, data=z2)
m12046<-lm(`12046`~ X, data=z2)
m12047<-lm(`12047`~ X, data=z2)
m12048<-lm(`12048`~ X, data=z2)
m12049<-lm(`12049`~ X, data=z2)
m12050<-lm(`12050`~ X, data=z2)
m12051<-lm(`12051`~ X, data=z2)
m12052<-lm(`12052`~ X, data=z2)
m12053<-lm(`12053`~ X, data=z2)
m12054<-lm(`12054`~ X, data=z2)
m12055<-lm(`12055`~ X, data=z2)
m12056<-lm(`12056`~ X, data=z2)
m12057<-lm(`12057`~ X, data=z2)
m12058<-lm(`12058`~ X, data=z2)
m12059<-lm(`12059`~ X, data=z2)
m12060<-lm(`12060`~ X, data=z2)
m12061<-lm(`12061`~ X, data=z2)
m12062<-lm(`12062`~ X, data=z2)
m12063<-lm(`12063`~ X, data=z2)
m12064<-lm(`12064`~ X, data=z2)
m12065<-lm(`12065`~ X, data=z2)
m12066<-lm(`12066`~ X, data=z2)
m12067<-lm(`12067`~ X, data=z2)
m12068<-lm(`12068`~ X, data=z2)
m12069<-lm(`12069`~ X, data=z2)
m12070<-lm(`12070`~ X, data=z2)
m12071<-lm(`12071`~ X, data=z2)
m12072<-lm(`12072`~ X, data=z2)
m12073<-lm(`12073`~ X, data=z2)
m12074<-lm(`12074`~ X, data=z2)
m12075<-lm(`12075`~ X, data=z2)
m12076<-lm(`12076`~ X, data=z2)
m12077<-lm(`12077`~ X, data=z2)
m12078<-lm(`12078`~ X, data=z2)
m12079<-lm(`12079`~ X, data=z2)
m12080<-lm(`12080`~ X, data=z2)
m12081<-lm(`12081`~ X, data=z2)
m13000<-lm(`13000`~ X, data=z2)
m13001<-lm(`13001`~ X, data=z2)
m13002<-lm(`13002`~ X, data=z2)
m13003<-lm(`13003`~ X, data=z2)
m13004<-lm(`13004`~ X, data=z2)
m13005<-lm(`13005`~ X, data=z2)
m13006<-lm(`13006`~ X, data=z2)
m13007<-lm(`13007`~ X, data=z2)
m13008<-lm(`13008`~ X, data=z2)
m13009<-lm(`13009`~ X, data=z2)
m13010<-lm(`13010`~ X, data=z2)
m13011<-lm(`13011`~ X, data=z2)
m13012<-lm(`13012`~ X, data=z2)
m13013<-lm(`13013`~ X, data=z2)
m13014<-lm(`13014`~ X, data=z2)
m13015<-lm(`13015`~ X, data=z2)
m13016<-lm(`13016`~ X, data=z2)
m13017<-lm(`13017`~ X, data=z2)
m13018<-lm(`13018`~ X, data=z2)
m13019<-lm(`13019`~ X, data=z2)
m13020<-lm(`13020`~ X, data=z2)
m13021<-lm(`13021`~ X, data=z2)
m13022<-lm(`13022`~ X, data=z2)
m13023<-lm(`13023`~ X, data=z2)
m13024<-lm(`13024`~ X, data=z2)
m13025<-lm(`13025`~ X, data=z2)
m13026<-lm(`13026`~ X, data=z2)
m13027<-lm(`13027`~ X, data=z2)
m13028<-lm(`13028`~ X, data=z2)
m13029<-lm(`13029`~ X, data=z2)
m13030<-lm(`13030`~ X, data=z2)
m13031<-lm(`13031`~ X, data=z2)
m13032<-lm(`13032`~ X, data=z2)
m13033<-lm(`13033`~ X, data=z2)
m13034<-lm(`13034`~ X, data=z2)
m13035<-lm(`13035`~ X, data=z2)
m13036<-lm(`13036`~ X, data=z2)
m13037<-lm(`13037`~ X, data=z2)
m13038<-lm(`13038`~ X, data=z2)
m13039<-lm(`13039`~ X, data=z2)
m13040<-lm(`13040`~ X, data=z2)
m13041<-lm(`13041`~ X, data=z2)
m13042<-lm(`13042`~ X, data=z2)
m13043<-lm(`13043`~ X, data=z2)
m13044<-lm(`13044`~ X, data=z2)
m13045<-lm(`13045`~ X, data=z2)
m13046<-lm(`13046`~ X, data=z2)
m13047<-lm(`13047`~ X, data=z2)
m13048<-lm(`13048`~ X, data=z2)
m13049<-lm(`13049`~ X, data=z2)
m13050<-lm(`13050`~ X, data=z2)
m13051<-lm(`13051`~ X, data=z2)
m13052<-lm(`13052`~ X, data=z2)
m13053<-lm(`13053`~ X, data=z2)
m13054<-lm(`13054`~ X, data=z2)
m13055<-lm(`13055`~ X, data=z2)
m13056<-lm(`13056`~ X, data=z2)
m13057<-lm(`13057`~ X, data=z2)
m13058<-lm(`13058`~ X, data=z2)
m13059<-lm(`13059`~ X, data=z2)
m13060<-lm(`13060`~ X, data=z2)
m13061<-lm(`13061`~ X, data=z2)
m13062<-lm(`13062`~ X, data=z2)
m13063<-lm(`13063`~ X, data=z2)
m13064<-lm(`13064`~ X, data=z2)
m13065<-lm(`13065`~ X, data=z2)
m13066<-lm(`13066`~ X, data=z2)
m13067<-lm(`13067`~ X, data=z2)
m13068<-lm(`13068`~ X, data=z2)
m13069<-lm(`13069`~ X, data=z2)
m13070<-lm(`13070`~ X, data=z2)
m13071<-lm(`13071`~ X, data=z2)
m13072<-lm(`13072`~ X, data=z2)
m13073<-lm(`13073`~ X, data=z2)
m13074<-lm(`13074`~ X, data=z2)
m13075<-lm(`13075`~ X, data=z2)
m13076<-lm(`13076`~ X, data=z2)
m13077<-lm(`13077`~ X, data=z2)
m13078<-lm(`13078`~ X, data=z2)
m13079<-lm(`13079`~ X, data=z2)
m13080<-lm(`13080`~ X, data=z2)
m13081<-lm(`13081`~ X, data=z2)
m13082<-lm(`13082`~ X, data=z2)
m13083<-lm(`13083`~ X, data=z2)
m13084<-lm(`13084`~ X, data=z2)
m14000<-lm(`14000`~ X, data=z2)
m14001<-lm(`14001`~ X, data=z2)
m14002<-lm(`14002`~ X, data=z2)
m14003<-lm(`14003`~ X, data=z2)
m14004<-lm(`14004`~ X, data=z2)
m14005<-lm(`14005`~ X, data=z2)
m14006<-lm(`14006`~ X, data=z2)
m14007<-lm(`14007`~ X, data=z2)
m14008<-lm(`14008`~ X, data=z2)
m14009<-lm(`14009`~ X, data=z2)
m14010<-lm(`14010`~ X, data=z2)
m14011<-lm(`14011`~ X, data=z2)
m14012<-lm(`14012`~ X, data=z2)
m14013<-lm(`14013`~ X, data=z2)
m14014<-lm(`14014`~ X, data=z2)
m14015<-lm(`14015`~ X, data=z2)
m14016<-lm(`14016`~ X, data=z2)
m14017<-lm(`14017`~ X, data=z2)
m14018<-lm(`14018`~ X, data=z2)
m14019<-lm(`14019`~ X, data=z2)
m14020<-lm(`14020`~ X, data=z2)
m14021<-lm(`14021`~ X, data=z2)
m14022<-lm(`14022`~ X, data=z2)
m14023<-lm(`14023`~ X, data=z2)
m14024<-lm(`14024`~ X, data=z2)
m14025<-lm(`14025`~ X, data=z2)
m14026<-lm(`14026`~ X, data=z2)
m14027<-lm(`14027`~ X, data=z2)
m14028<-lm(`14028`~ X, data=z2)
m14029<-lm(`14029`~ X, data=z2)
m14030<-lm(`14030`~ X, data=z2)
m14031<-lm(`14031`~ X, data=z2)
m14032<-lm(`14032`~ X, data=z2)
m14033<-lm(`14033`~ X, data=z2)
m14034<-lm(`14034`~ X, data=z2)
m14035<-lm(`14035`~ X, data=z2)
m14036<-lm(`14036`~ X, data=z2)
m14037<-lm(`14037`~ X, data=z2)
m14038<-lm(`14038`~ X, data=z2)
m14039<-lm(`14039`~ X, data=z2)
m14040<-lm(`14040`~ X, data=z2)
m14041<-lm(`14041`~ X, data=z2)
m14042<-lm(`14042`~ X, data=z2)
m14043<-lm(`14043`~ X, data=z2)
m14044<-lm(`14044`~ X, data=z2)
m14045<-lm(`14045`~ X, data=z2)
m14046<-lm(`14046`~ X, data=z2)
m14047<-lm(`14047`~ X, data=z2)
m14048<-lm(`14048`~ X, data=z2)
m14049<-lm(`14049`~ X, data=z2)
m14050<-lm(`14050`~ X, data=z2)
m14051<-lm(`14051`~ X, data=z2)
m14052<-lm(`14052`~ X, data=z2)
m14053<-lm(`14053`~ X, data=z2)
m14054<-lm(`14054`~ X, data=z2)
m14055<-lm(`14055`~ X, data=z2)
m14056<-lm(`14056`~ X, data=z2)
m14057<-lm(`14057`~ X, data=z2)
m14058<-lm(`14058`~ X, data=z2)
m14059<-lm(`14059`~ X, data=z2)
m14060<-lm(`14060`~ X, data=z2)
m14061<-lm(`14061`~ X, data=z2)
m14062<-lm(`14062`~ X, data=z2)
m14063<-lm(`14063`~ X, data=z2)
m14064<-lm(`14064`~ X, data=z2)
m14065<-lm(`14065`~ X, data=z2)
m14066<-lm(`14066`~ X, data=z2)
m14067<-lm(`14067`~ X, data=z2)
m14068<-lm(`14068`~ X, data=z2)
m14069<-lm(`14069`~ X, data=z2)
m14070<-lm(`14070`~ X, data=z2)
m14071<-lm(`14071`~ X, data=z2)
m14072<-lm(`14072`~ X, data=z2)
m14073<-lm(`14073`~ X, data=z2)
m14074<-lm(`14074`~ X, data=z2)
m14075<-lm(`14075`~ X, data=z2)
m14076<-lm(`14076`~ X, data=z2)
m14077<-lm(`14077`~ X, data=z2)
m14078<-lm(`14078`~ X, data=z2)
m14079<-lm(`14079`~ X, data=z2)
m14080<-lm(`14080`~ X, data=z2)
m14081<-lm(`14081`~ X, data=z2)
m14082<-lm(`14082`~ X, data=z2)
m14083<-lm(`14083`~ X, data=z2)
m14084<-lm(`14084`~ X, data=z2)
m14085<-lm(`14085`~ X, data=z2)
m14086<-lm(`14086`~ X, data=z2)
m14087<-lm(`14087`~ X, data=z2)
m14088<-lm(`14088`~ X, data=z2)
m14089<-lm(`14089`~ X, data=z2)
m14090<-lm(`14090`~ X, data=z2)
m14091<-lm(`14091`~ X, data=z2)
m14092<-lm(`14092`~ X, data=z2)
m14093<-lm(`14093`~ X, data=z2)
m14094<-lm(`14094`~ X, data=z2)
m14095<-lm(`14095`~ X, data=z2)
m14096<-lm(`14096`~ X, data=z2)
m14097<-lm(`14097`~ X, data=z2)
m14098<-lm(`14098`~ X, data=z2)
m14099<-lm(`14099`~ X, data=z2)
m14100<-lm(`14100`~ X, data=z2)
m14101<-lm(`14101`~ X, data=z2)
m14102<-lm(`14102`~ X, data=z2)
m14103<-lm(`14103`~ X, data=z2)
m14104<-lm(`14104`~ X, data=z2)
m14105<-lm(`14105`~ X, data=z2)
m14106<-lm(`14106`~ X, data=z2)
m14107<-lm(`14107`~ X, data=z2)
m14108<-lm(`14108`~ X, data=z2)
m14109<-lm(`14109`~ X, data=z2)
m14110<-lm(`14110`~ X, data=z2)
m14111<-lm(`14111`~ X, data=z2)
m14112<-lm(`14112`~ X, data=z2)
m14113<-lm(`14113`~ X, data=z2)
m14114<-lm(`14114`~ X, data=z2)
m14115<-lm(`14115`~ X, data=z2)
m14116<-lm(`14116`~ X, data=z2)
m14117<-lm(`14117`~ X, data=z2)
m14118<-lm(`14118`~ X, data=z2)
m14119<-lm(`14119`~ X, data=z2)
m14120<-lm(`14120`~ X, data=z2)
m14121<-lm(`14121`~ X, data=z2)
m14122<-lm(`14122`~ X, data=z2)
m14123<-lm(`14123`~ X, data=z2)
m14124<-lm(`14124`~ X, data=z2)
m14125<-lm(`14125`~ X, data=z2)
m15000<-lm(`15000`~ X, data=z2)
m15001<-lm(`15001`~ X, data=z2)
m15002<-lm(`15002`~ X, data=z2)
m15003<-lm(`15003`~ X, data=z2)
m15004<-lm(`15004`~ X, data=z2)
m15005<-lm(`15005`~ X, data=z2)
m15006<-lm(`15006`~ X, data=z2)
m15007<-lm(`15007`~ X, data=z2)
m15008<-lm(`15008`~ X, data=z2)
m15009<-lm(`15009`~ X, data=z2)
m15010<-lm(`15010`~ X, data=z2)
m15011<-lm(`15011`~ X, data=z2)
m15012<-lm(`15012`~ X, data=z2)
m15013<-lm(`15013`~ X, data=z2)
m15014<-lm(`15014`~ X, data=z2)
m15015<-lm(`15015`~ X, data=z2)
m15016<-lm(`15016`~ X, data=z2)
m15017<-lm(`15017`~ X, data=z2)
m15018<-lm(`15018`~ X, data=z2)
m15019<-lm(`15019`~ X, data=z2)
m15020<-lm(`15020`~ X, data=z2)
m15021<-lm(`15021`~ X, data=z2)
m15022<-lm(`15022`~ X, data=z2)
m15023<-lm(`15023`~ X, data=z2)
m15024<-lm(`15024`~ X, data=z2)
m15025<-lm(`15025`~ X, data=z2)
m15026<-lm(`15026`~ X, data=z2)
m15027<-lm(`15027`~ X, data=z2)
m15028<-lm(`15028`~ X, data=z2)
m15029<-lm(`15029`~ X, data=z2)
m15030<-lm(`15030`~ X, data=z2)
m15031<-lm(`15031`~ X, data=z2)
m15032<-lm(`15032`~ X, data=z2)
m15033<-lm(`15033`~ X, data=z2)
m15034<-lm(`15034`~ X, data=z2)
m15035<-lm(`15035`~ X, data=z2)
m15036<-lm(`15036`~ X, data=z2)
m15037<-lm(`15037`~ X, data=z2)
m15038<-lm(`15038`~ X, data=z2)
m15039<-lm(`15039`~ X, data=z2)
m15040<-lm(`15040`~ X, data=z2)
m15041<-lm(`15041`~ X, data=z2)
m15042<-lm(`15042`~ X, data=z2)
m15043<-lm(`15043`~ X, data=z2)
m15044<-lm(`15044`~ X, data=z2)
m15045<-lm(`15045`~ X, data=z2)
m15046<-lm(`15046`~ X, data=z2)
m15047<-lm(`15047`~ X, data=z2)
m15048<-lm(`15048`~ X, data=z2)
m15049<-lm(`15049`~ X, data=z2)
m15050<-lm(`15050`~ X, data=z2)
m15051<-lm(`15051`~ X, data=z2)
m15052<-lm(`15052`~ X, data=z2)
m15053<-lm(`15053`~ X, data=z2)
m15054<-lm(`15054`~ X, data=z2)
m15055<-lm(`15055`~ X, data=z2)
m15056<-lm(`15056`~ X, data=z2)
m15057<-lm(`15057`~ X, data=z2)
m15058<-lm(`15058`~ X, data=z2)
m15059<-lm(`15059`~ X, data=z2)
m15060<-lm(`15060`~ X, data=z2)
m15061<-lm(`15061`~ X, data=z2)
m15062<-lm(`15062`~ X, data=z2)
m15063<-lm(`15063`~ X, data=z2)
m15064<-lm(`15064`~ X, data=z2)
m15065<-lm(`15065`~ X, data=z2)
m15066<-lm(`15066`~ X, data=z2)
m15067<-lm(`15067`~ X, data=z2)
m15068<-lm(`15068`~ X, data=z2)
m15069<-lm(`15069`~ X, data=z2)
m15070<-lm(`15070`~ X, data=z2)
m15071<-lm(`15071`~ X, data=z2)
m15072<-lm(`15072`~ X, data=z2)
m15073<-lm(`15073`~ X, data=z2)
m15074<-lm(`15074`~ X, data=z2)
m15075<-lm(`15075`~ X, data=z2)
m15076<-lm(`15076`~ X, data=z2)
m15077<-lm(`15077`~ X, data=z2)
m15078<-lm(`15078`~ X, data=z2)
m15079<-lm(`15079`~ X, data=z2)
m15080<-lm(`15080`~ X, data=z2)
m15081<-lm(`15081`~ X, data=z2)
m15082<-lm(`15082`~ X, data=z2)
m15083<-lm(`15083`~ X, data=z2)
m15084<-lm(`15084`~ X, data=z2)
m15085<-lm(`15085`~ X, data=z2)
m15086<-lm(`15086`~ X, data=z2)
m15087<-lm(`15087`~ X, data=z2)
m15088<-lm(`15088`~ X, data=z2)
m15089<-lm(`15089`~ X, data=z2)
m15090<-lm(`15090`~ X, data=z2)
m15091<-lm(`15091`~ X, data=z2)
m15092<-lm(`15092`~ X, data=z2)
m15093<-lm(`15093`~ X, data=z2)
m15094<-lm(`15094`~ X, data=z2)
m15095<-lm(`15095`~ X, data=z2)
m15096<-lm(`15096`~ X, data=z2)
m15097<-lm(`15097`~ X, data=z2)
m15098<-lm(`15098`~ X, data=z2)
m15099<-lm(`15099`~ X, data=z2)
m15100<-lm(`15100`~ X, data=z2)
m15101<-lm(`15101`~ X, data=z2)
m15102<-lm(`15102`~ X, data=z2)
m15103<-lm(`15103`~ X, data=z2)
m15104<-lm(`15104`~ X, data=z2)
m15105<-lm(`15105`~ X, data=z2)
m15106<-lm(`15106`~ X, data=z2)
m15107<-lm(`15107`~ X, data=z2)
m15108<-lm(`15108`~ X, data=z2)
m15109<-lm(`15109`~ X, data=z2)
m15110<-lm(`15110`~ X, data=z2)
m15111<-lm(`15111`~ X, data=z2)
m15112<-lm(`15112`~ X, data=z2)
m15113<-lm(`15113`~ X, data=z2)
m15114<-lm(`15114`~ X, data=z2)
m15115<-lm(`15115`~ X, data=z2)
m15116<-lm(`15116`~ X, data=z2)
m15117<-lm(`15117`~ X, data=z2)
m15118<-lm(`15118`~ X, data=z2)
m15119<-lm(`15119`~ X, data=z2)
m15120<-lm(`15120`~ X, data=z2)
m15121<-lm(`15121`~ X, data=z2)
m15122<-lm(`15122`~ X, data=z2)
m15123<-lm(`15123`~ X, data=z2)
m15124<-lm(`15124`~ X, data=z2)
m15125<-lm(`15125`~ X, data=z2)
m16000<-lm(`16000`~ X, data=z2)
m16001<-lm(`16001`~ X, data=z2)
m16002<-lm(`16002`~ X, data=z2)
m16003<-lm(`16003`~ X, data=z2)
m16004<-lm(`16004`~ X, data=z2)
m16005<-lm(`16005`~ X, data=z2)
m16006<-lm(`16006`~ X, data=z2)
m16007<-lm(`16007`~ X, data=z2)
m16008<-lm(`16008`~ X, data=z2)
m16009<-lm(`16009`~ X, data=z2)
m16010<-lm(`16010`~ X, data=z2)
m16011<-lm(`16011`~ X, data=z2)
m16012<-lm(`16012`~ X, data=z2)
m16013<-lm(`16013`~ X, data=z2)
m16014<-lm(`16014`~ X, data=z2)
m16015<-lm(`16015`~ X, data=z2)
m16016<-lm(`16016`~ X, data=z2)
m16017<-lm(`16017`~ X, data=z2)
m16018<-lm(`16018`~ X, data=z2)
m16019<-lm(`16019`~ X, data=z2)
m16020<-lm(`16020`~ X, data=z2)
m16021<-lm(`16021`~ X, data=z2)
m16022<-lm(`16022`~ X, data=z2)
m16023<-lm(`16023`~ X, data=z2)
m16024<-lm(`16024`~ X, data=z2)
m16025<-lm(`16025`~ X, data=z2)
m16026<-lm(`16026`~ X, data=z2)
m16027<-lm(`16027`~ X, data=z2)
m16028<-lm(`16028`~ X, data=z2)
m16029<-lm(`16029`~ X, data=z2)
m16030<-lm(`16030`~ X, data=z2)
m16031<-lm(`16031`~ X, data=z2)
m16032<-lm(`16032`~ X, data=z2)
m16033<-lm(`16033`~ X, data=z2)
m16034<-lm(`16034`~ X, data=z2)
m16035<-lm(`16035`~ X, data=z2)
m16036<-lm(`16036`~ X, data=z2)
m16037<-lm(`16037`~ X, data=z2)
m16038<-lm(`16038`~ X, data=z2)
m16039<-lm(`16039`~ X, data=z2)
m16040<-lm(`16040`~ X, data=z2)
m16041<-lm(`16041`~ X, data=z2)
m16042<-lm(`16042`~ X, data=z2)
m16043<-lm(`16043`~ X, data=z2)
m16044<-lm(`16044`~ X, data=z2)
m16045<-lm(`16045`~ X, data=z2)
m16046<-lm(`16046`~ X, data=z2)
m16047<-lm(`16047`~ X, data=z2)
m16048<-lm(`16048`~ X, data=z2)
m16049<-lm(`16049`~ X, data=z2)
m16050<-lm(`16050`~ X, data=z2)
m16051<-lm(`16051`~ X, data=z2)
m16052<-lm(`16052`~ X, data=z2)
m16053<-lm(`16053`~ X, data=z2)
m16054<-lm(`16054`~ X, data=z2)
m16055<-lm(`16055`~ X, data=z2)
m16056<-lm(`16056`~ X, data=z2)
m16057<-lm(`16057`~ X, data=z2)
m16058<-lm(`16058`~ X, data=z2)
m16059<-lm(`16059`~ X, data=z2)
m16060<-lm(`16060`~ X, data=z2)
m16061<-lm(`16061`~ X, data=z2)
m16062<-lm(`16062`~ X, data=z2)
m16063<-lm(`16063`~ X, data=z2)
m16064<-lm(`16064`~ X, data=z2)
m16065<-lm(`16065`~ X, data=z2)
m16066<-lm(`16066`~ X, data=z2)
m16067<-lm(`16067`~ X, data=z2)
m16068<-lm(`16068`~ X, data=z2)
m16069<-lm(`16069`~ X, data=z2)
m16070<-lm(`16070`~ X, data=z2)
m16071<-lm(`16071`~ X, data=z2)
m16072<-lm(`16072`~ X, data=z2)
m16073<-lm(`16073`~ X, data=z2)
m16074<-lm(`16074`~ X, data=z2)
m16075<-lm(`16075`~ X, data=z2)
m16076<-lm(`16076`~ X, data=z2)
m16077<-lm(`16077`~ X, data=z2)
m16078<-lm(`16078`~ X, data=z2)
m16079<-lm(`16079`~ X, data=z2)
m16080<-lm(`16080`~ X, data=z2)
m16081<-lm(`16081`~ X, data=z2)
m16082<-lm(`16082`~ X, data=z2)
m16083<-lm(`16083`~ X, data=z2)
m16084<-lm(`16084`~ X, data=z2)
m16085<-lm(`16085`~ X, data=z2)
m16086<-lm(`16086`~ X, data=z2)
m16087<-lm(`16087`~ X, data=z2)
m16088<-lm(`16088`~ X, data=z2)
m16089<-lm(`16089`~ X, data=z2)
m16090<-lm(`16090`~ X, data=z2)
m16091<-lm(`16091`~ X, data=z2)
m16092<-lm(`16092`~ X, data=z2)
m16093<-lm(`16093`~ X, data=z2)
m16094<-lm(`16094`~ X, data=z2)
m16095<-lm(`16095`~ X, data=z2)
m16096<-lm(`16096`~ X, data=z2)
m16097<-lm(`16097`~ X, data=z2)
m16098<-lm(`16098`~ X, data=z2)
m16099<-lm(`16099`~ X, data=z2)
m16100<-lm(`16100`~ X, data=z2)
m16101<-lm(`16101`~ X, data=z2)
m16102<-lm(`16102`~ X, data=z2)
m16103<-lm(`16103`~ X, data=z2)
m16104<-lm(`16104`~ X, data=z2)
m16105<-lm(`16105`~ X, data=z2)
m16106<-lm(`16106`~ X, data=z2)
m16107<-lm(`16107`~ X, data=z2)
m16108<-lm(`16108`~ X, data=z2)
m16109<-lm(`16109`~ X, data=z2)
m16110<-lm(`16110`~ X, data=z2)
m16111<-lm(`16111`~ X, data=z2)
m16112<-lm(`16112`~ X, data=z2)
m16113<-lm(`16113`~ X, data=z2)
m17000<-lm(`17000`~ X, data=z2)
m17001<-lm(`17001`~ X, data=z2)
m17002<-lm(`17002`~ X, data=z2)
m17003<-lm(`17003`~ X, data=z2)
m17004<-lm(`17004`~ X, data=z2)
m17005<-lm(`17005`~ X, data=z2)
m17006<-lm(`17006`~ X, data=z2)
m17007<-lm(`17007`~ X, data=z2)
m17008<-lm(`17008`~ X, data=z2)
m17009<-lm(`17009`~ X, data=z2)
m17010<-lm(`17010`~ X, data=z2)
m17011<-lm(`17011`~ X, data=z2)
m17012<-lm(`17012`~ X, data=z2)
m17013<-lm(`17013`~ X, data=z2)
m17014<-lm(`17014`~ X, data=z2)
m17015<-lm(`17015`~ X, data=z2)
m17016<-lm(`17016`~ X, data=z2)
m17017<-lm(`17017`~ X, data=z2)
m17018<-lm(`17018`~ X, data=z2)
m17019<-lm(`17019`~ X, data=z2)
m17020<-lm(`17020`~ X, data=z2)
m17021<-lm(`17021`~ X, data=z2)
m17022<-lm(`17022`~ X, data=z2)
m17023<-lm(`17023`~ X, data=z2)
m17024<-lm(`17024`~ X, data=z2)
m17025<-lm(`17025`~ X, data=z2)
m17026<-lm(`17026`~ X, data=z2)
m17027<-lm(`17027`~ X, data=z2)
m17028<-lm(`17028`~ X, data=z2)
m17029<-lm(`17029`~ X, data=z2)
m17030<-lm(`17030`~ X, data=z2)
m17031<-lm(`17031`~ X, data=z2)
m17032<-lm(`17032`~ X, data=z2)
m17033<-lm(`17033`~ X, data=z2)
m18000<-lm(`18000`~ X, data=z2)
m18001<-lm(`18001`~ X, data=z2)
m18002<-lm(`18002`~ X, data=z2)
m18003<-lm(`18003`~ X, data=z2)
m18004<-lm(`18004`~ X, data=z2)
m18005<-lm(`18005`~ X, data=z2)
m18006<-lm(`18006`~ X, data=z2)
m18007<-lm(`18007`~ X, data=z2)
m18008<-lm(`18008`~ X, data=z2)
m18009<-lm(`18009`~ X, data=z2)
m18010<-lm(`18010`~ X, data=z2)
m18011<-lm(`18011`~ X, data=z2)
m18012<-lm(`18012`~ X, data=z2)
m18013<-lm(`18013`~ X, data=z2)
m18014<-lm(`18014`~ X, data=z2)
m18015<-lm(`18015`~ X, data=z2)
m18016<-lm(`18016`~ X, data=z2)
m18017<-lm(`18017`~ X, data=z2)
m18018<-lm(`18018`~ X, data=z2)
m18019<-lm(`18019`~ X, data=z2)
m18020<-lm(`18020`~ X, data=z2)
m19000<-lm(`19000`~ X, data=z2)
m19001<-lm(`19001`~ X, data=z2)
m19002<-lm(`19002`~ X, data=z2)
m19003<-lm(`19003`~ X, data=z2)
m19004<-lm(`19004`~ X, data=z2)
m19005<-lm(`19005`~ X, data=z2)
m19006<-lm(`19006`~ X, data=z2)
m19007<-lm(`19007`~ X, data=z2)
m19008<-lm(`19008`~ X, data=z2)
m19009<-lm(`19009`~ X, data=z2)
m19010<-lm(`19010`~ X, data=z2)
m19011<-lm(`19011`~ X, data=z2)
m19012<-lm(`19012`~ X, data=z2)
m19013<-lm(`19013`~ X, data=z2)
m19014<-lm(`19014`~ X, data=z2)
m19015<-lm(`19015`~ X, data=z2)
m19016<-lm(`19016`~ X, data=z2)
m19017<-lm(`19017`~ X, data=z2)
m19018<-lm(`19018`~ X, data=z2)
m19019<-lm(`19019`~ X, data=z2)
m19020<-lm(`19020`~ X, data=z2)
m19021<-lm(`19021`~ X, data=z2)
m19022<-lm(`19022`~ X, data=z2)
m19023<-lm(`19023`~ X, data=z2)
m19024<-lm(`19024`~ X, data=z2)
m19025<-lm(`19025`~ X, data=z2)
m19026<-lm(`19026`~ X, data=z2)
m19027<-lm(`19027`~ X, data=z2)
m19028<-lm(`19028`~ X, data=z2)
m19029<-lm(`19029`~ X, data=z2)
m19030<-lm(`19030`~ X, data=z2)
m19031<-lm(`19031`~ X, data=z2)
m19032<-lm(`19032`~ X, data=z2)
m19033<-lm(`19033`~ X, data=z2)
m19034<-lm(`19034`~ X, data=z2)
m19035<-lm(`19035`~ X, data=z2)
m19036<-lm(`19036`~ X, data=z2)
m19037<-lm(`19037`~ X, data=z2)
m19038<-lm(`19038`~ X, data=z2)
m19039<-lm(`19039`~ X, data=z2)
m19040<-lm(`19040`~ X, data=z2)
m19041<-lm(`19041`~ X, data=z2)
m19042<-lm(`19042`~ X, data=z2)
m19043<-lm(`19043`~ X, data=z2)
m19044<-lm(`19044`~ X, data=z2)
m19045<-lm(`19045`~ X, data=z2)
m19046<-lm(`19046`~ X, data=z2)
m19047<-lm(`19047`~ X, data=z2)
m19048<-lm(`19048`~ X, data=z2)
m19049<-lm(`19049`~ X, data=z2)
m19050<-lm(`19050`~ X, data=z2)
m19051<-lm(`19051`~ X, data=z2)
m20000<-lm(`20000`~ X, data=z2)
m20001<-lm(`20001`~ X, data=z2)
m20002<-lm(`20002`~ X, data=z2)
m20003<-lm(`20003`~ X, data=z2)
m20004<-lm(`20004`~ X, data=z2)
m20005<-lm(`20005`~ X, data=z2)
m20006<-lm(`20006`~ X, data=z2)
m20007<-lm(`20007`~ X, data=z2)
m20008<-lm(`20008`~ X, data=z2)
m20009<-lm(`20009`~ X, data=z2)
m20010<-lm(`20010`~ X, data=z2)
m20011<-lm(`20011`~ X, data=z2)
m20012<-lm(`20012`~ X, data=z2)
m20013<-lm(`20013`~ X, data=z2)
m20014<-lm(`20014`~ X, data=z2)
m20015<-lm(`20015`~ X, data=z2)
m20016<-lm(`20016`~ X, data=z2)
m20017<-lm(`20017`~ X, data=z2)
m20018<-lm(`20018`~ X, data=z2)
m20019<-lm(`20019`~ X, data=z2)
m20020<-lm(`20020`~ X, data=z2)
m20021<-lm(`20021`~ X, data=z2)
m20022<-lm(`20022`~ X, data=z2)
m20023<-lm(`20023`~ X, data=z2)
m20024<-lm(`20024`~ X, data=z2)
m20025<-lm(`20025`~ X, data=z2)
m20026<-lm(`20026`~ X, data=z2)
m20027<-lm(`20027`~ X, data=z2)
m20028<-lm(`20028`~ X, data=z2)
m20029<-lm(`20029`~ X, data=z2)
m20030<-lm(`20030`~ X, data=z2)
m20031<-lm(`20031`~ X, data=z2)
m20032<-lm(`20032`~ X, data=z2)
m20033<-lm(`20033`~ X, data=z2)
m20034<-lm(`20034`~ X, data=z2)
m20035<-lm(`20035`~ X, data=z2)
m20036<-lm(`20036`~ X, data=z2)
m20037<-lm(`20037`~ X, data=z2)
m20038<-lm(`20038`~ X, data=z2)
m20039<-lm(`20039`~ X, data=z2)
m20040<-lm(`20040`~ X, data=z2)
m20041<-lm(`20041`~ X, data=z2)
m20042<-lm(`20042`~ X, data=z2)
m20043<-lm(`20043`~ X, data=z2)
m20044<-lm(`20044`~ X, data=z2)
m20045<-lm(`20045`~ X, data=z2)
m20046<-lm(`20046`~ X, data=z2)
m20047<-lm(`20047`~ X, data=z2)
m20048<-lm(`20048`~ X, data=z2)
m20049<-lm(`20049`~ X, data=z2)
m20050<-lm(`20050`~ X, data=z2)
m20051<-lm(`20051`~ X, data=z2)
m20052<-lm(`20052`~ X, data=z2)
m20053<-lm(`20053`~ X, data=z2)
m20054<-lm(`20054`~ X, data=z2)
m20055<-lm(`20055`~ X, data=z2)
m20056<-lm(`20056`~ X, data=z2)
m20057<-lm(`20057`~ X, data=z2)
m20058<-lm(`20058`~ X, data=z2)
m20059<-lm(`20059`~ X, data=z2)
m20060<-lm(`20060`~ X, data=z2)
m20061<-lm(`20061`~ X, data=z2)
m20062<-lm(`20062`~ X, data=z2)
m20063<-lm(`20063`~ X, data=z2)
m20064<-lm(`20064`~ X, data=z2)
m20065<-lm(`20065`~ X, data=z2)
m20066<-lm(`20066`~ X, data=z2)
m20067<-lm(`20067`~ X, data=z2)
m20068<-lm(`20068`~ X, data=z2)
m20069<-lm(`20069`~ X, data=z2)
m20070<-lm(`20070`~ X, data=z2)
m20071<-lm(`20071`~ X, data=z2)
m20072<-lm(`20072`~ X, data=z2)
m20073<-lm(`20073`~ X, data=z2)
m20074<-lm(`20074`~ X, data=z2)
m20075<-lm(`20075`~ X, data=z2)
m20076<-lm(`20076`~ X, data=z2)
m20077<-lm(`20077`~ X, data=z2)
m20078<-lm(`20078`~ X, data=z2)
m20079<-lm(`20079`~ X, data=z2)
m20080<-lm(`20080`~ X, data=z2)
m20081<-lm(`20081`~ X, data=z2)
m20082<-lm(`20082`~ X, data=z2)
m20083<-lm(`20083`~ X, data=z2)
m20084<-lm(`20084`~ X, data=z2)
m20085<-lm(`20085`~ X, data=z2)
m20086<-lm(`20086`~ X, data=z2)
m20087<-lm(`20087`~ X, data=z2)
m20088<-lm(`20088`~ X, data=z2)
m20089<-lm(`20089`~ X, data=z2)
m20090<-lm(`20090`~ X, data=z2)
m20091<-lm(`20091`~ X, data=z2)
m20092<-lm(`20092`~ X, data=z2)
m20093<-lm(`20093`~ X, data=z2)
m20094<-lm(`20094`~ X, data=z2)
m20095<-lm(`20095`~ X, data=z2)
m20096<-lm(`20096`~ X, data=z2)
m20097<-lm(`20097`~ X, data=z2)
m20098<-lm(`20098`~ X, data=z2)
m20099<-lm(`20099`~ X, data=z2)
m20100<-lm(`20100`~ X, data=z2)
m20101<-lm(`20101`~ X, data=z2)
m20102<-lm(`20102`~ X, data=z2)
m20103<-lm(`20103`~ X, data=z2)
m20104<-lm(`20104`~ X, data=z2)
m20105<-lm(`20105`~ X, data=z2)
m20106<-lm(`20106`~ X, data=z2)
m20107<-lm(`20107`~ X, data=z2)
m20108<-lm(`20108`~ X, data=z2)
m20109<-lm(`20109`~ X, data=z2)
m20110<-lm(`20110`~ X, data=z2)
m20111<-lm(`20111`~ X, data=z2)
m20112<-lm(`20112`~ X, data=z2)
m20113<-lm(`20113`~ X, data=z2)
m20114<-lm(`20114`~ X, data=z2)
m20115<-lm(`20115`~ X, data=z2)
m20116<-lm(`20116`~ X, data=z2)
m20117<-lm(`20117`~ X, data=z2)
m20118<-lm(`20118`~ X, data=z2)
m20119<-lm(`20119`~ X, data=z2)
m20120<-lm(`20120`~ X, data=z2)
m20121<-lm(`20121`~ X, data=z2)
m20122<-lm(`20122`~ X, data=z2)
m20123<-lm(`20123`~ X, data=z2)
m20124<-lm(`20124`~ X, data=z2)
m20125<-lm(`20125`~ X, data=z2)
m20126<-lm(`20126`~ X, data=z2)
m20127<-lm(`20127`~ X, data=z2)
m20128<-lm(`20128`~ X, data=z2)
m20129<-lm(`20129`~ X, data=z2)
m20130<-lm(`20130`~ X, data=z2)
m20131<-lm(`20131`~ X, data=z2)
m20132<-lm(`20132`~ X, data=z2)
m20133<-lm(`20133`~ X, data=z2)
m20134<-lm(`20134`~ X, data=z2)
m20135<-lm(`20135`~ X, data=z2)
m20136<-lm(`20136`~ X, data=z2)
m20137<-lm(`20137`~ X, data=z2)
m20138<-lm(`20138`~ X, data=z2)
m20139<-lm(`20139`~ X, data=z2)
m20140<-lm(`20140`~ X, data=z2)
m20141<-lm(`20141`~ X, data=z2)
m20142<-lm(`20142`~ X, data=z2)
m20143<-lm(`20143`~ X, data=z2)
m20144<-lm(`20144`~ X, data=z2)
m20145<-lm(`20145`~ X, data=z2)
m20146<-lm(`20146`~ X, data=z2)
m20147<-lm(`20147`~ X, data=z2)
m20148<-lm(`20148`~ X, data=z2)
m20149<-lm(`20149`~ X, data=z2)
m20150<-lm(`20150`~ X, data=z2)
m20151<-lm(`20151`~ X, data=z2)
m20152<-lm(`20152`~ X, data=z2)
m20153<-lm(`20153`~ X, data=z2)
m20154<-lm(`20154`~ X, data=z2)
m20155<-lm(`20155`~ X, data=z2)
m20156<-lm(`20156`~ X, data=z2)
m20157<-lm(`20157`~ X, data=z2)
m20158<-lm(`20158`~ X, data=z2)
m20159<-lm(`20159`~ X, data=z2)
m20160<-lm(`20160`~ X, data=z2)
m20161<-lm(`20161`~ X, data=z2)
m20162<-lm(`20162`~ X, data=z2)
m20163<-lm(`20163`~ X, data=z2)
m20164<-lm(`20164`~ X, data=z2)
m20165<-lm(`20165`~ X, data=z2)
m20166<-lm(`20166`~ X, data=z2)
m20167<-lm(`20167`~ X, data=z2)
m20168<-lm(`20168`~ X, data=z2)
m20169<-lm(`20169`~ X, data=z2)
m20170<-lm(`20170`~ X, data=z2)
m20171<-lm(`20171`~ X, data=z2)
m20172<-lm(`20172`~ X, data=z2)
m20173<-lm(`20173`~ X, data=z2)
m20174<-lm(`20174`~ X, data=z2)
m20175<-lm(`20175`~ X, data=z2)
m20176<-lm(`20176`~ X, data=z2)
m20177<-lm(`20177`~ X, data=z2)
m20178<-lm(`20178`~ X, data=z2)
m20179<-lm(`20179`~ X, data=z2)
m20180<-lm(`20180`~ X, data=z2)
m20181<-lm(`20181`~ X, data=z2)
m20182<-lm(`20182`~ X, data=z2)
m20183<-lm(`20183`~ X, data=z2)
m20184<-lm(`20184`~ X, data=z2)
m20185<-lm(`20185`~ X, data=z2)
m20186<-lm(`20186`~ X, data=z2)
m20187<-lm(`20187`~ X, data=z2)
m20188<-lm(`20188`~ X, data=z2)
m20189<-lm(`20189`~ X, data=z2)
m20190<-lm(`20190`~ X, data=z2)
m20191<-lm(`20191`~ X, data=z2)
m20192<-lm(`20192`~ X, data=z2)
m20193<-lm(`20193`~ X, data=z2)
m20194<-lm(`20194`~ X, data=z2)
m20195<-lm(`20195`~ X, data=z2)
m20196<-lm(`20196`~ X, data=z2)
m20197<-lm(`20197`~ X, data=z2)
m20198<-lm(`20198`~ X, data=z2)
m20199<-lm(`20199`~ X, data=z2)
m20200<-lm(`20200`~ X, data=z2)
m20201<-lm(`20201`~ X, data=z2)
m20202<-lm(`20202`~ X, data=z2)
m20203<-lm(`20203`~ X, data=z2)
m20204<-lm(`20204`~ X, data=z2)
m20205<-lm(`20205`~ X, data=z2)
m20206<-lm(`20206`~ X, data=z2)
m20207<-lm(`20207`~ X, data=z2)
m20208<-lm(`20208`~ X, data=z2)
m20209<-lm(`20209`~ X, data=z2)
m20210<-lm(`20210`~ X, data=z2)
m20211<-lm(`20211`~ X, data=z2)
m20212<-lm(`20212`~ X, data=z2)
m20213<-lm(`20213`~ X, data=z2)
m20214<-lm(`20214`~ X, data=z2)
m20215<-lm(`20215`~ X, data=z2)
m20216<-lm(`20216`~ X, data=z2)
m20217<-lm(`20217`~ X, data=z2)
m20218<-lm(`20218`~ X, data=z2)
m20219<-lm(`20219`~ X, data=z2)
m20220<-lm(`20220`~ X, data=z2)
m20221<-lm(`20221`~ X, data=z2)
m20222<-lm(`20222`~ X, data=z2)
m20223<-lm(`20223`~ X, data=z2)
m20224<-lm(`20224`~ X, data=z2)
m20225<-lm(`20225`~ X, data=z2)
m20226<-lm(`20226`~ X, data=z2)
m20227<-lm(`20227`~ X, data=z2)
m20228<-lm(`20228`~ X, data=z2)
m20229<-lm(`20229`~ X, data=z2)
m20230<-lm(`20230`~ X, data=z2)
m20231<-lm(`20231`~ X, data=z2)
m20232<-lm(`20232`~ X, data=z2)
m20233<-lm(`20233`~ X, data=z2)
m20234<-lm(`20234`~ X, data=z2)
m20235<-lm(`20235`~ X, data=z2)
m20236<-lm(`20236`~ X, data=z2)
m20237<-lm(`20237`~ X, data=z2)
m20238<-lm(`20238`~ X, data=z2)
m20239<-lm(`20239`~ X, data=z2)
m20240<-lm(`20240`~ X, data=z2)
m20241<-lm(`20241`~ X, data=z2)
m20242<-lm(`20242`~ X, data=z2)
m20243<-lm(`20243`~ X, data=z2)
m20244<-lm(`20244`~ X, data=z2)
m20245<-lm(`20245`~ X, data=z2)
m20246<-lm(`20246`~ X, data=z2)
m20247<-lm(`20247`~ X, data=z2)
m20248<-lm(`20248`~ X, data=z2)
m20249<-lm(`20249`~ X, data=z2)
m20250<-lm(`20250`~ X, data=z2)
m20251<-lm(`20251`~ X, data=z2)
m20252<-lm(`20252`~ X, data=z2)
m20253<-lm(`20253`~ X, data=z2)
m20254<-lm(`20254`~ X, data=z2)
m20255<-lm(`20255`~ X, data=z2)
m20256<-lm(`20256`~ X, data=z2)
m20257<-lm(`20257`~ X, data=z2)
m20258<-lm(`20258`~ X, data=z2)
m20259<-lm(`20259`~ X, data=z2)
m20260<-lm(`20260`~ X, data=z2)
m20261<-lm(`20261`~ X, data=z2)
m20262<-lm(`20262`~ X, data=z2)
m20263<-lm(`20263`~ X, data=z2)
m20264<-lm(`20264`~ X, data=z2)
m20265<-lm(`20265`~ X, data=z2)
m20266<-lm(`20266`~ X, data=z2)
m20267<-lm(`20267`~ X, data=z2)
m20268<-lm(`20268`~ X, data=z2)
m20269<-lm(`20269`~ X, data=z2)
m20270<-lm(`20270`~ X, data=z2)
m20271<-lm(`20271`~ X, data=z2)
m20272<-lm(`20272`~ X, data=z2)
m20273<-lm(`20273`~ X, data=z2)
m20274<-lm(`20274`~ X, data=z2)
m20275<-lm(`20275`~ X, data=z2)
m20276<-lm(`20276`~ X, data=z2)
m20277<-lm(`20277`~ X, data=z2)
m20278<-lm(`20278`~ X, data=z2)
m20279<-lm(`20279`~ X, data=z2)
m20280<-lm(`20280`~ X, data=z2)
m20281<-lm(`20281`~ X, data=z2)
m20282<-lm(`20282`~ X, data=z2)
m20283<-lm(`20283`~ X, data=z2)
m20284<-lm(`20284`~ X, data=z2)
m20285<-lm(`20285`~ X, data=z2)
m20286<-lm(`20286`~ X, data=z2)
m20287<-lm(`20287`~ X, data=z2)
m20288<-lm(`20288`~ X, data=z2)
m20289<-lm(`20289`~ X, data=z2)
m20290<-lm(`20290`~ X, data=z2)
m20291<-lm(`20291`~ X, data=z2)
m20292<-lm(`20292`~ X, data=z2)
m20293<-lm(`20293`~ X, data=z2)
m20294<-lm(`20294`~ X, data=z2)
m20295<-lm(`20295`~ X, data=z2)
m20296<-lm(`20296`~ X, data=z2)
m20297<-lm(`20297`~ X, data=z2)
m20298<-lm(`20298`~ X, data=z2)
m20299<-lm(`20299`~ X, data=z2)
m20300<-lm(`20300`~ X, data=z2)
m20301<-lm(`20301`~ X, data=z2)
m20302<-lm(`20302`~ X, data=z2)
m20303<-lm(`20303`~ X, data=z2)
m20304<-lm(`20304`~ X, data=z2)
m20305<-lm(`20305`~ X, data=z2)
m20306<-lm(`20306`~ X, data=z2)
m20307<-lm(`20307`~ X, data=z2)
m20308<-lm(`20308`~ X, data=z2)
m20309<-lm(`20309`~ X, data=z2)
m20310<-lm(`20310`~ X, data=z2)
m20311<-lm(`20311`~ X, data=z2)
m20312<-lm(`20312`~ X, data=z2)
m20313<-lm(`20313`~ X, data=z2)
m20314<-lm(`20314`~ X, data=z2)
m20315<-lm(`20315`~ X, data=z2)
m20316<-lm(`20316`~ X, data=z2)
m20317<-lm(`20317`~ X, data=z2)
m20318<-lm(`20318`~ X, data=z2)
m20319<-lm(`20319`~ X, data=z2)
m20320<-lm(`20320`~ X, data=z2)
m20321<-lm(`20321`~ X, data=z2)
m20322<-lm(`20322`~ X, data=z2)
m20323<-lm(`20323`~ X, data=z2)
m20324<-lm(`20324`~ X, data=z2)
m20325<-lm(`20325`~ X, data=z2)
m20326<-lm(`20326`~ X, data=z2)
m20327<-lm(`20327`~ X, data=z2)
m20328<-lm(`20328`~ X, data=z2)
m20329<-lm(`20329`~ X, data=z2)
m20330<-lm(`20330`~ X, data=z2)
m20331<-lm(`20331`~ X, data=z2)
m20332<-lm(`20332`~ X, data=z2)
m20333<-lm(`20333`~ X, data=z2)
m20334<-lm(`20334`~ X, data=z2)
m20335<-lm(`20335`~ X, data=z2)
m20336<-lm(`20336`~ X, data=z2)
m20337<-lm(`20337`~ X, data=z2)
m20338<-lm(`20338`~ X, data=z2)
m20339<-lm(`20339`~ X, data=z2)
m20340<-lm(`20340`~ X, data=z2)
m20341<-lm(`20341`~ X, data=z2)
m20342<-lm(`20342`~ X, data=z2)
m20343<-lm(`20343`~ X, data=z2)
m20344<-lm(`20344`~ X, data=z2)
m20345<-lm(`20345`~ X, data=z2)
m20346<-lm(`20346`~ X, data=z2)
m20347<-lm(`20347`~ X, data=z2)
m20348<-lm(`20348`~ X, data=z2)
m20349<-lm(`20349`~ X, data=z2)
m20350<-lm(`20350`~ X, data=z2)
m20351<-lm(`20351`~ X, data=z2)
m20352<-lm(`20352`~ X, data=z2)
m20353<-lm(`20353`~ X, data=z2)
m20354<-lm(`20354`~ X, data=z2)
m20355<-lm(`20355`~ X, data=z2)
m20356<-lm(`20356`~ X, data=z2)
m20357<-lm(`20357`~ X, data=z2)
m20358<-lm(`20358`~ X, data=z2)
m20359<-lm(`20359`~ X, data=z2)
m20360<-lm(`20360`~ X, data=z2)
m20361<-lm(`20361`~ X, data=z2)
m20362<-lm(`20362`~ X, data=z2)
m20363<-lm(`20363`~ X, data=z2)
m20364<-lm(`20364`~ X, data=z2)
m20365<-lm(`20365`~ X, data=z2)
m20366<-lm(`20366`~ X, data=z2)
m20367<-lm(`20367`~ X, data=z2)
m20368<-lm(`20368`~ X, data=z2)
m20369<-lm(`20369`~ X, data=z2)
m20370<-lm(`20370`~ X, data=z2)
m20371<-lm(`20371`~ X, data=z2)
m20372<-lm(`20372`~ X, data=z2)
m20373<-lm(`20373`~ X, data=z2)
m20374<-lm(`20374`~ X, data=z2)
m20375<-lm(`20375`~ X, data=z2)
m20376<-lm(`20376`~ X, data=z2)
m20377<-lm(`20377`~ X, data=z2)
m20378<-lm(`20378`~ X, data=z2)
m20379<-lm(`20379`~ X, data=z2)
m20380<-lm(`20380`~ X, data=z2)
m20381<-lm(`20381`~ X, data=z2)
m20382<-lm(`20382`~ X, data=z2)
m20383<-lm(`20383`~ X, data=z2)
m20384<-lm(`20384`~ X, data=z2)
m20385<-lm(`20385`~ X, data=z2)
m20386<-lm(`20386`~ X, data=z2)
m20387<-lm(`20387`~ X, data=z2)
m20388<-lm(`20388`~ X, data=z2)
m20389<-lm(`20389`~ X, data=z2)
m20390<-lm(`20390`~ X, data=z2)
m20391<-lm(`20391`~ X, data=z2)
m20392<-lm(`20392`~ X, data=z2)
m20393<-lm(`20393`~ X, data=z2)
m20394<-lm(`20394`~ X, data=z2)
m20395<-lm(`20395`~ X, data=z2)
m20396<-lm(`20396`~ X, data=z2)
m20397<-lm(`20397`~ X, data=z2)
m20398<-lm(`20398`~ X, data=z2)
m20399<-lm(`20399`~ X, data=z2)
m20400<-lm(`20400`~ X, data=z2)
m20401<-lm(`20401`~ X, data=z2)
m20402<-lm(`20402`~ X, data=z2)
m20403<-lm(`20403`~ X, data=z2)
m20404<-lm(`20404`~ X, data=z2)
m20405<-lm(`20405`~ X, data=z2)
m20406<-lm(`20406`~ X, data=z2)
m20407<-lm(`20407`~ X, data=z2)
m20408<-lm(`20408`~ X, data=z2)
m20409<-lm(`20409`~ X, data=z2)
m20410<-lm(`20410`~ X, data=z2)
m20411<-lm(`20411`~ X, data=z2)
m20412<-lm(`20412`~ X, data=z2)
m20413<-lm(`20413`~ X, data=z2)
m20414<-lm(`20414`~ X, data=z2)
m20415<-lm(`20415`~ X, data=z2)
m20416<-lm(`20416`~ X, data=z2)
m20417<-lm(`20417`~ X, data=z2)
m20418<-lm(`20418`~ X, data=z2)
m20419<-lm(`20419`~ X, data=z2)
m20420<-lm(`20420`~ X, data=z2)
m20421<-lm(`20421`~ X, data=z2)
m20422<-lm(`20422`~ X, data=z2)
m20423<-lm(`20423`~ X, data=z2)
m20424<-lm(`20424`~ X, data=z2)
m20425<-lm(`20425`~ X, data=z2)
m20426<-lm(`20426`~ X, data=z2)
m20427<-lm(`20427`~ X, data=z2)
m20428<-lm(`20428`~ X, data=z2)
m20429<-lm(`20429`~ X, data=z2)
m20430<-lm(`20430`~ X, data=z2)
m20431<-lm(`20431`~ X, data=z2)
m20432<-lm(`20432`~ X, data=z2)
m20433<-lm(`20433`~ X, data=z2)
m20434<-lm(`20434`~ X, data=z2)
m20435<-lm(`20435`~ X, data=z2)
m20436<-lm(`20436`~ X, data=z2)
m20437<-lm(`20437`~ X, data=z2)
m20438<-lm(`20438`~ X, data=z2)
m20439<-lm(`20439`~ X, data=z2)
m20440<-lm(`20440`~ X, data=z2)
m20441<-lm(`20441`~ X, data=z2)
m20442<-lm(`20442`~ X, data=z2)
m20443<-lm(`20443`~ X, data=z2)
m20444<-lm(`20444`~ X, data=z2)
m20445<-lm(`20445`~ X, data=z2)
m20446<-lm(`20446`~ X, data=z2)
m20447<-lm(`20447`~ X, data=z2)
m20448<-lm(`20448`~ X, data=z2)
m20449<-lm(`20449`~ X, data=z2)
m20450<-lm(`20450`~ X, data=z2)
m20451<-lm(`20451`~ X, data=z2)
m20452<-lm(`20452`~ X, data=z2)
m20453<-lm(`20453`~ X, data=z2)
m20454<-lm(`20454`~ X, data=z2)
m20455<-lm(`20455`~ X, data=z2)
m20456<-lm(`20456`~ X, data=z2)
m20457<-lm(`20457`~ X, data=z2)
m20458<-lm(`20458`~ X, data=z2)
m20459<-lm(`20459`~ X, data=z2)
m20460<-lm(`20460`~ X, data=z2)
m20461<-lm(`20461`~ X, data=z2)
m20462<-lm(`20462`~ X, data=z2)
m20463<-lm(`20463`~ X, data=z2)
m20464<-lm(`20464`~ X, data=z2)
m20465<-lm(`20465`~ X, data=z2)
m20466<-lm(`20466`~ X, data=z2)
m20467<-lm(`20467`~ X, data=z2)
m20468<-lm(`20468`~ X, data=z2)
m20469<-lm(`20469`~ X, data=z2)
m20470<-lm(`20470`~ X, data=z2)
m20471<-lm(`20471`~ X, data=z2)
m20472<-lm(`20472`~ X, data=z2)
m20473<-lm(`20473`~ X, data=z2)
m20474<-lm(`20474`~ X, data=z2)
m20475<-lm(`20475`~ X, data=z2)
m20476<-lm(`20476`~ X, data=z2)
m20477<-lm(`20477`~ X, data=z2)
m20478<-lm(`20478`~ X, data=z2)
m20479<-lm(`20479`~ X, data=z2)
m20480<-lm(`20480`~ X, data=z2)
m20481<-lm(`20481`~ X, data=z2)
m20482<-lm(`20482`~ X, data=z2)
m20483<-lm(`20483`~ X, data=z2)
m20484<-lm(`20484`~ X, data=z2)
m20485<-lm(`20485`~ X, data=z2)
m20486<-lm(`20486`~ X, data=z2)
m20487<-lm(`20487`~ X, data=z2)
m20488<-lm(`20488`~ X, data=z2)
m20489<-lm(`20489`~ X, data=z2)
m20490<-lm(`20490`~ X, data=z2)
m20491<-lm(`20491`~ X, data=z2)
m20492<-lm(`20492`~ X, data=z2)
m20493<-lm(`20493`~ X, data=z2)
m20494<-lm(`20494`~ X, data=z2)
m20495<-lm(`20495`~ X, data=z2)
m20496<-lm(`20496`~ X, data=z2)
m20497<-lm(`20497`~ X, data=z2)
m20498<-lm(`20498`~ X, data=z2)
m20499<-lm(`20499`~ X, data=z2)
m20500<-lm(`20500`~ X, data=z2)
m20501<-lm(`20501`~ X, data=z2)
m20502<-lm(`20502`~ X, data=z2)
m20503<-lm(`20503`~ X, data=z2)
m20504<-lm(`20504`~ X, data=z2)
m20505<-lm(`20505`~ X, data=z2)
m20506<-lm(`20506`~ X, data=z2)
m20507<-lm(`20507`~ X, data=z2)
m20508<-lm(`20508`~ X, data=z2)
m20509<-lm(`20509`~ X, data=z2)
m20510<-lm(`20510`~ X, data=z2)
m20511<-lm(`20511`~ X, data=z2)
m20512<-lm(`20512`~ X, data=z2)
m20513<-lm(`20513`~ X, data=z2)
m20514<-lm(`20514`~ X, data=z2)
m20515<-lm(`20515`~ X, data=z2)
m20516<-lm(`20516`~ X, data=z2)
m20517<-lm(`20517`~ X, data=z2)
m20518<-lm(`20518`~ X, data=z2)
m20519<-lm(`20519`~ X, data=z2)
m20520<-lm(`20520`~ X, data=z2)
m20521<-lm(`20521`~ X, data=z2)
m20522<-lm(`20522`~ X, data=z2)
m20523<-lm(`20523`~ X, data=z2)
m20524<-lm(`20524`~ X, data=z2)
m20525<-lm(`20525`~ X, data=z2)
m20526<-lm(`20526`~ X, data=z2)
m20527<-lm(`20527`~ X, data=z2)
m20528<-lm(`20528`~ X, data=z2)
m20529<-lm(`20529`~ X, data=z2)
m20530<-lm(`20530`~ X, data=z2)
m20531<-lm(`20531`~ X, data=z2)
m20532<-lm(`20532`~ X, data=z2)
m20533<-lm(`20533`~ X, data=z2)
m20534<-lm(`20534`~ X, data=z2)
m20535<-lm(`20535`~ X, data=z2)
m20536<-lm(`20536`~ X, data=z2)
m20537<-lm(`20537`~ X, data=z2)
m20538<-lm(`20538`~ X, data=z2)
m20539<-lm(`20539`~ X, data=z2)
m20540<-lm(`20540`~ X, data=z2)
m20541<-lm(`20541`~ X, data=z2)
m20542<-lm(`20542`~ X, data=z2)
m20543<-lm(`20543`~ X, data=z2)
m20544<-lm(`20544`~ X, data=z2)
m20545<-lm(`20545`~ X, data=z2)
m20546<-lm(`20546`~ X, data=z2)
m20547<-lm(`20547`~ X, data=z2)
m20548<-lm(`20548`~ X, data=z2)
m20549<-lm(`20549`~ X, data=z2)
m20550<-lm(`20550`~ X, data=z2)
m20551<-lm(`20551`~ X, data=z2)
m20552<-lm(`20552`~ X, data=z2)
m20553<-lm(`20553`~ X, data=z2)
m20554<-lm(`20554`~ X, data=z2)
m20555<-lm(`20555`~ X, data=z2)
m20556<-lm(`20556`~ X, data=z2)
m20557<-lm(`20557`~ X, data=z2)
m20558<-lm(`20558`~ X, data=z2)
m20559<-lm(`20559`~ X, data=z2)
m20560<-lm(`20560`~ X, data=z2)
m20561<-lm(`20561`~ X, data=z2)
m20562<-lm(`20562`~ X, data=z2)
m20563<-lm(`20563`~ X, data=z2)
m20564<-lm(`20564`~ X, data=z2)
m20565<-lm(`20565`~ X, data=z2)
m20566<-lm(`20566`~ X, data=z2)
m20567<-lm(`20567`~ X, data=z2)
m20568<-lm(`20568`~ X, data=z2)
m20569<-lm(`20569`~ X, data=z2)
m20570<-lm(`20570`~ X, data=z2)
m21000<-lm(`21000`~ X, data=z2)
m21001<-lm(`21001`~ X, data=z2)
m21002<-lm(`21002`~ X, data=z2)
m21003<-lm(`21003`~ X, data=z2)
m21004<-lm(`21004`~ X, data=z2)
m21005<-lm(`21005`~ X, data=z2)
m21006<-lm(`21006`~ X, data=z2)
m21007<-lm(`21007`~ X, data=z2)
m21008<-lm(`21008`~ X, data=z2)
m21009<-lm(`21009`~ X, data=z2)
m21010<-lm(`21010`~ X, data=z2)
m21011<-lm(`21011`~ X, data=z2)
m21012<-lm(`21012`~ X, data=z2)
m21013<-lm(`21013`~ X, data=z2)
m21014<-lm(`21014`~ X, data=z2)
m21015<-lm(`21015`~ X, data=z2)
m21016<-lm(`21016`~ X, data=z2)
m21017<-lm(`21017`~ X, data=z2)
m21018<-lm(`21018`~ X, data=z2)
m21019<-lm(`21019`~ X, data=z2)
m21020<-lm(`21020`~ X, data=z2)
m21021<-lm(`21021`~ X, data=z2)
m21022<-lm(`21022`~ X, data=z2)
m21023<-lm(`21023`~ X, data=z2)
m21024<-lm(`21024`~ X, data=z2)
m21025<-lm(`21025`~ X, data=z2)
m21026<-lm(`21026`~ X, data=z2)
m21027<-lm(`21027`~ X, data=z2)
m21028<-lm(`21028`~ X, data=z2)
m21029<-lm(`21029`~ X, data=z2)
m21030<-lm(`21030`~ X, data=z2)
m21031<-lm(`21031`~ X, data=z2)
m21032<-lm(`21032`~ X, data=z2)
m21033<-lm(`21033`~ X, data=z2)
m21034<-lm(`21034`~ X, data=z2)
m21035<-lm(`21035`~ X, data=z2)
m21036<-lm(`21036`~ X, data=z2)
m21037<-lm(`21037`~ X, data=z2)
m21038<-lm(`21038`~ X, data=z2)
m21039<-lm(`21039`~ X, data=z2)
m21040<-lm(`21040`~ X, data=z2)
m21041<-lm(`21041`~ X, data=z2)
m21042<-lm(`21042`~ X, data=z2)
m21043<-lm(`21043`~ X, data=z2)
m21044<-lm(`21044`~ X, data=z2)
m21045<-lm(`21045`~ X, data=z2)
m21046<-lm(`21046`~ X, data=z2)
m21047<-lm(`21047`~ X, data=z2)
m21048<-lm(`21048`~ X, data=z2)
m21049<-lm(`21049`~ X, data=z2)
m21050<-lm(`21050`~ X, data=z2)
m21051<-lm(`21051`~ X, data=z2)
m21052<-lm(`21052`~ X, data=z2)
m21053<-lm(`21053`~ X, data=z2)
m21054<-lm(`21054`~ X, data=z2)
m21055<-lm(`21055`~ X, data=z2)
m21056<-lm(`21056`~ X, data=z2)
m21057<-lm(`21057`~ X, data=z2)
m21058<-lm(`21058`~ X, data=z2)
m21059<-lm(`21059`~ X, data=z2)
m21060<-lm(`21060`~ X, data=z2)
m21061<-lm(`21061`~ X, data=z2)
m21062<-lm(`21062`~ X, data=z2)
m21063<-lm(`21063`~ X, data=z2)
m21064<-lm(`21064`~ X, data=z2)
m21065<-lm(`21065`~ X, data=z2)
m21066<-lm(`21066`~ X, data=z2)
m21067<-lm(`21067`~ X, data=z2)
m21068<-lm(`21068`~ X, data=z2)
m21069<-lm(`21069`~ X, data=z2)
m21070<-lm(`21070`~ X, data=z2)
m21071<-lm(`21071`~ X, data=z2)
m21072<-lm(`21072`~ X, data=z2)
m21073<-lm(`21073`~ X, data=z2)
m21074<-lm(`21074`~ X, data=z2)
m21075<-lm(`21075`~ X, data=z2)
m21076<-lm(`21076`~ X, data=z2)
m21077<-lm(`21077`~ X, data=z2)
m21078<-lm(`21078`~ X, data=z2)
m21079<-lm(`21079`~ X, data=z2)
m21080<-lm(`21080`~ X, data=z2)
m21081<-lm(`21081`~ X, data=z2)
m21082<-lm(`21082`~ X, data=z2)
m21083<-lm(`21083`~ X, data=z2)
m21084<-lm(`21084`~ X, data=z2)
m21085<-lm(`21085`~ X, data=z2)
m21086<-lm(`21086`~ X, data=z2)
m21087<-lm(`21087`~ X, data=z2)
m21088<-lm(`21088`~ X, data=z2)
m21089<-lm(`21089`~ X, data=z2)
m21090<-lm(`21090`~ X, data=z2)
m21091<-lm(`21091`~ X, data=z2)
m21092<-lm(`21092`~ X, data=z2)
m21093<-lm(`21093`~ X, data=z2)
m21094<-lm(`21094`~ X, data=z2)
m21095<-lm(`21095`~ X, data=z2)
m21096<-lm(`21096`~ X, data=z2)
m21097<-lm(`21097`~ X, data=z2)
m21098<-lm(`21098`~ X, data=z2)
m21099<-lm(`21099`~ X, data=z2)
m21100<-lm(`21100`~ X, data=z2)
m21101<-lm(`21101`~ X, data=z2)
m21102<-lm(`21102`~ X, data=z2)
m21103<-lm(`21103`~ X, data=z2)
m21104<-lm(`21104`~ X, data=z2)
m21105<-lm(`21105`~ X, data=z2)
m21106<-lm(`21106`~ X, data=z2)
m21107<-lm(`21107`~ X, data=z2)
m21108<-lm(`21108`~ X, data=z2)
m21109<-lm(`21109`~ X, data=z2)
m21110<-lm(`21110`~ X, data=z2)
m21111<-lm(`21111`~ X, data=z2)
m21112<-lm(`21112`~ X, data=z2)
m21113<-lm(`21113`~ X, data=z2)
m21114<-lm(`21114`~ X, data=z2)
m21115<-lm(`21115`~ X, data=z2)
m21116<-lm(`21116`~ X, data=z2)
m21117<-lm(`21117`~ X, data=z2)
m21118<-lm(`21118`~ X, data=z2)
m21119<-lm(`21119`~ X, data=z2)
m21120<-lm(`21120`~ X, data=z2)
m21121<-lm(`21121`~ X, data=z2)
m21122<-lm(`21122`~ X, data=z2)
m21123<-lm(`21123`~ X, data=z2)
m21124<-lm(`21124`~ X, data=z2)
m21125<-lm(`21125`~ X, data=z2)
m21126<-lm(`21126`~ X, data=z2)
m21127<-lm(`21127`~ X, data=z2)
m21128<-lm(`21128`~ X, data=z2)
m21129<-lm(`21129`~ X, data=z2)
m21130<-lm(`21130`~ X, data=z2)
m21131<-lm(`21131`~ X, data=z2)
m21132<-lm(`21132`~ X, data=z2)
m21133<-lm(`21133`~ X, data=z2)
m21134<-lm(`21134`~ X, data=z2)
m21135<-lm(`21135`~ X, data=z2)
m21136<-lm(`21136`~ X, data=z2)
m21137<-lm(`21137`~ X, data=z2)
m21138<-lm(`21138`~ X, data=z2)
m21139<-lm(`21139`~ X, data=z2)
m21140<-lm(`21140`~ X, data=z2)
m21141<-lm(`21141`~ X, data=z2)
m21142<-lm(`21142`~ X, data=z2)
m21143<-lm(`21143`~ X, data=z2)
m21144<-lm(`21144`~ X, data=z2)
m21145<-lm(`21145`~ X, data=z2)
m21146<-lm(`21146`~ X, data=z2)
m21147<-lm(`21147`~ X, data=z2)
m21148<-lm(`21148`~ X, data=z2)
m21149<-lm(`21149`~ X, data=z2)
m21150<-lm(`21150`~ X, data=z2)
m21151<-lm(`21151`~ X, data=z2)
m21152<-lm(`21152`~ X, data=z2)
m21153<-lm(`21153`~ X, data=z2)
m21154<-lm(`21154`~ X, data=z2)
m21155<-lm(`21155`~ X, data=z2)
m21156<-lm(`21156`~ X, data=z2)
m21157<-lm(`21157`~ X, data=z2)
m21158<-lm(`21158`~ X, data=z2)
m21159<-lm(`21159`~ X, data=z2)
m21160<-lm(`21160`~ X, data=z2)
m21161<-lm(`21161`~ X, data=z2)
m21162<-lm(`21162`~ X, data=z2)
m21163<-lm(`21163`~ X, data=z2)
m21164<-lm(`21164`~ X, data=z2)
m21165<-lm(`21165`~ X, data=z2)
m21166<-lm(`21166`~ X, data=z2)
m21167<-lm(`21167`~ X, data=z2)
m21168<-lm(`21168`~ X, data=z2)
m21169<-lm(`21169`~ X, data=z2)
m21170<-lm(`21170`~ X, data=z2)
m21171<-lm(`21171`~ X, data=z2)
m21172<-lm(`21172`~ X, data=z2)
m21173<-lm(`21173`~ X, data=z2)
m21174<-lm(`21174`~ X, data=z2)
m21175<-lm(`21175`~ X, data=z2)
m21176<-lm(`21176`~ X, data=z2)
m21177<-lm(`21177`~ X, data=z2)
m21178<-lm(`21178`~ X, data=z2)
m21179<-lm(`21179`~ X, data=z2)
m21180<-lm(`21180`~ X, data=z2)
m21181<-lm(`21181`~ X, data=z2)
m21182<-lm(`21182`~ X, data=z2)
m21183<-lm(`21183`~ X, data=z2)
m21184<-lm(`21184`~ X, data=z2)
m21185<-lm(`21185`~ X, data=z2)
m21186<-lm(`21186`~ X, data=z2)
m21187<-lm(`21187`~ X, data=z2)
m21188<-lm(`21188`~ X, data=z2)
m21189<-lm(`21189`~ X, data=z2)
m21190<-lm(`21190`~ X, data=z2)
m21191<-lm(`21191`~ X, data=z2)
m21192<-lm(`21192`~ X, data=z2)
m21193<-lm(`21193`~ X, data=z2)
m21194<-lm(`21194`~ X, data=z2)
m21195<-lm(`21195`~ X, data=z2)
m21196<-lm(`21196`~ X, data=z2)
m21197<-lm(`21197`~ X, data=z2)
m21198<-lm(`21198`~ X, data=z2)
m21199<-lm(`21199`~ X, data=z2)
m21200<-lm(`21200`~ X, data=z2)
m21201<-lm(`21201`~ X, data=z2)
m21202<-lm(`21202`~ X, data=z2)
m21203<-lm(`21203`~ X, data=z2)
m21204<-lm(`21204`~ X, data=z2)
m21205<-lm(`21205`~ X, data=z2)
m21206<-lm(`21206`~ X, data=z2)
m21207<-lm(`21207`~ X, data=z2)
m21208<-lm(`21208`~ X, data=z2)
m21209<-lm(`21209`~ X, data=z2)
m21210<-lm(`21210`~ X, data=z2)
m21211<-lm(`21211`~ X, data=z2)
m21212<-lm(`21212`~ X, data=z2)
m21213<-lm(`21213`~ X, data=z2)
m21214<-lm(`21214`~ X, data=z2)
m21215<-lm(`21215`~ X, data=z2)
m21216<-lm(`21216`~ X, data=z2)
m21217<-lm(`21217`~ X, data=z2)
m22000<-lm(`22000`~ X, data=z2)
m22001<-lm(`22001`~ X, data=z2)
m22002<-lm(`22002`~ X, data=z2)
m22003<-lm(`22003`~ X, data=z2)
m22004<-lm(`22004`~ X, data=z2)
m22005<-lm(`22005`~ X, data=z2)
m22006<-lm(`22006`~ X, data=z2)
m22007<-lm(`22007`~ X, data=z2)
m22008<-lm(`22008`~ X, data=z2)
m22009<-lm(`22009`~ X, data=z2)
m22010<-lm(`22010`~ X, data=z2)
m22011<-lm(`22011`~ X, data=z2)
m22012<-lm(`22012`~ X, data=z2)
m22013<-lm(`22013`~ X, data=z2)
m22014<-lm(`22014`~ X, data=z2)
m22015<-lm(`22015`~ X, data=z2)
m22016<-lm(`22016`~ X, data=z2)
m22017<-lm(`22017`~ X, data=z2)
m22018<-lm(`22018`~ X, data=z2)
m23000<-lm(`23000`~ X, data=z2)
m23001<-lm(`23001`~ X, data=z2)
m23002<-lm(`23002`~ X, data=z2)
m23003<-lm(`23003`~ X, data=z2)
m23004<-lm(`23004`~ X, data=z2)
m23005<-lm(`23005`~ X, data=z2)
m23006<-lm(`23006`~ X, data=z2)
m23007<-lm(`23007`~ X, data=z2)
m23008<-lm(`23008`~ X, data=z2)
m23009<-lm(`23009`~ X, data=z2)
m23010<-lm(`23010`~ X, data=z2)
m23011<-lm(`23011`~ X, data=z2)
m24000<-lm(`24000`~ X, data=z2)
m24001<-lm(`24001`~ X, data=z2)
m24002<-lm(`24002`~ X, data=z2)
m24003<-lm(`24003`~ X, data=z2)
m24004<-lm(`24004`~ X, data=z2)
m24005<-lm(`24005`~ X, data=z2)
m24006<-lm(`24006`~ X, data=z2)
m24007<-lm(`24007`~ X, data=z2)
m24008<-lm(`24008`~ X, data=z2)
m24009<-lm(`24009`~ X, data=z2)
m24010<-lm(`24010`~ X, data=z2)
m24011<-lm(`24011`~ X, data=z2)
m24012<-lm(`24012`~ X, data=z2)
m24013<-lm(`24013`~ X, data=z2)
m24014<-lm(`24014`~ X, data=z2)
m24015<-lm(`24015`~ X, data=z2)
m24016<-lm(`24016`~ X, data=z2)
m24017<-lm(`24017`~ X, data=z2)
m24018<-lm(`24018`~ X, data=z2)
m24019<-lm(`24019`~ X, data=z2)
m24020<-lm(`24020`~ X, data=z2)
m24021<-lm(`24021`~ X, data=z2)
m24022<-lm(`24022`~ X, data=z2)
m24023<-lm(`24023`~ X, data=z2)
m24024<-lm(`24024`~ X, data=z2)
m24025<-lm(`24025`~ X, data=z2)
m24026<-lm(`24026`~ X, data=z2)
m24027<-lm(`24027`~ X, data=z2)
m24028<-lm(`24028`~ X, data=z2)
m24029<-lm(`24029`~ X, data=z2)
m24030<-lm(`24030`~ X, data=z2)
m24031<-lm(`24031`~ X, data=z2)
m24032<-lm(`24032`~ X, data=z2)
m24033<-lm(`24033`~ X, data=z2)
m24034<-lm(`24034`~ X, data=z2)
m24035<-lm(`24035`~ X, data=z2)
m24036<-lm(`24036`~ X, data=z2)
m24037<-lm(`24037`~ X, data=z2)
m24038<-lm(`24038`~ X, data=z2)
m24039<-lm(`24039`~ X, data=z2)
m24040<-lm(`24040`~ X, data=z2)
m24041<-lm(`24041`~ X, data=z2)
m24042<-lm(`24042`~ X, data=z2)
m24043<-lm(`24043`~ X, data=z2)
m24044<-lm(`24044`~ X, data=z2)
m24045<-lm(`24045`~ X, data=z2)
m24046<-lm(`24046`~ X, data=z2)
m24047<-lm(`24047`~ X, data=z2)
m24048<-lm(`24048`~ X, data=z2)
m24049<-lm(`24049`~ X, data=z2)
m24050<-lm(`24050`~ X, data=z2)
m24051<-lm(`24051`~ X, data=z2)
m24052<-lm(`24052`~ X, data=z2)
m24053<-lm(`24053`~ X, data=z2)
m24054<-lm(`24054`~ X, data=z2)
m24055<-lm(`24055`~ X, data=z2)
m24056<-lm(`24056`~ X, data=z2)
m24057<-lm(`24057`~ X, data=z2)
m24058<-lm(`24058`~ X, data=z2)
m25000<-lm(`25000`~ X, data=z2)
m25001<-lm(`25001`~ X, data=z2)
m25002<-lm(`25002`~ X, data=z2)
m25003<-lm(`25003`~ X, data=z2)
m25004<-lm(`25004`~ X, data=z2)
m25005<-lm(`25005`~ X, data=z2)
m25006<-lm(`25006`~ X, data=z2)
m25007<-lm(`25007`~ X, data=z2)
m25008<-lm(`25008`~ X, data=z2)
m25009<-lm(`25009`~ X, data=z2)
m25010<-lm(`25010`~ X, data=z2)
m25011<-lm(`25011`~ X, data=z2)
m25012<-lm(`25012`~ X, data=z2)
m25013<-lm(`25013`~ X, data=z2)
m25014<-lm(`25014`~ X, data=z2)
m25015<-lm(`25015`~ X, data=z2)
m25016<-lm(`25016`~ X, data=z2)
m25017<-lm(`25017`~ X, data=z2)
m25018<-lm(`25018`~ X, data=z2)
m26000<-lm(`26000`~ X, data=z2)
m26001<-lm(`26001`~ X, data=z2)
m26002<-lm(`26002`~ X, data=z2)
m26003<-lm(`26003`~ X, data=z2)
m26004<-lm(`26004`~ X, data=z2)
m26005<-lm(`26005`~ X, data=z2)
m26006<-lm(`26006`~ X, data=z2)
m26007<-lm(`26007`~ X, data=z2)
m26008<-lm(`26008`~ X, data=z2)
m26009<-lm(`26009`~ X, data=z2)
m26010<-lm(`26010`~ X, data=z2)
m26011<-lm(`26011`~ X, data=z2)
m26012<-lm(`26012`~ X, data=z2)
m26013<-lm(`26013`~ X, data=z2)
m26014<-lm(`26014`~ X, data=z2)
m26015<-lm(`26015`~ X, data=z2)
m26016<-lm(`26016`~ X, data=z2)
m26017<-lm(`26017`~ X, data=z2)
m26018<-lm(`26018`~ X, data=z2)
m26019<-lm(`26019`~ X, data=z2)
m26020<-lm(`26020`~ X, data=z2)
m26021<-lm(`26021`~ X, data=z2)
m26022<-lm(`26022`~ X, data=z2)
m26023<-lm(`26023`~ X, data=z2)
m26024<-lm(`26024`~ X, data=z2)
m26025<-lm(`26025`~ X, data=z2)
m26026<-lm(`26026`~ X, data=z2)
m26027<-lm(`26027`~ X, data=z2)
m26028<-lm(`26028`~ X, data=z2)
m26029<-lm(`26029`~ X, data=z2)
m26030<-lm(`26030`~ X, data=z2)
m26031<-lm(`26031`~ X, data=z2)
m26032<-lm(`26032`~ X, data=z2)
m26033<-lm(`26033`~ X, data=z2)
m26034<-lm(`26034`~ X, data=z2)
m26035<-lm(`26035`~ X, data=z2)
m26036<-lm(`26036`~ X, data=z2)
m26037<-lm(`26037`~ X, data=z2)
m26038<-lm(`26038`~ X, data=z2)
m26039<-lm(`26039`~ X, data=z2)
m26040<-lm(`26040`~ X, data=z2)
m26041<-lm(`26041`~ X, data=z2)
m26042<-lm(`26042`~ X, data=z2)
m26043<-lm(`26043`~ X, data=z2)
m26044<-lm(`26044`~ X, data=z2)
m26045<-lm(`26045`~ X, data=z2)
m26046<-lm(`26046`~ X, data=z2)
m26047<-lm(`26047`~ X, data=z2)
m26048<-lm(`26048`~ X, data=z2)
m26049<-lm(`26049`~ X, data=z2)
m26050<-lm(`26050`~ X, data=z2)
m26051<-lm(`26051`~ X, data=z2)
m26052<-lm(`26052`~ X, data=z2)
m26053<-lm(`26053`~ X, data=z2)
m26054<-lm(`26054`~ X, data=z2)
m26055<-lm(`26055`~ X, data=z2)
m26056<-lm(`26056`~ X, data=z2)
m26057<-lm(`26057`~ X, data=z2)
m26058<-lm(`26058`~ X, data=z2)
m26059<-lm(`26059`~ X, data=z2)
m26060<-lm(`26060`~ X, data=z2)
m26061<-lm(`26061`~ X, data=z2)
m26062<-lm(`26062`~ X, data=z2)
m26063<-lm(`26063`~ X, data=z2)
m26064<-lm(`26064`~ X, data=z2)
m26065<-lm(`26065`~ X, data=z2)
m26066<-lm(`26066`~ X, data=z2)
m26067<-lm(`26067`~ X, data=z2)
m26068<-lm(`26068`~ X, data=z2)
m26069<-lm(`26069`~ X, data=z2)
m26070<-lm(`26070`~ X, data=z2)
m26071<-lm(`26071`~ X, data=z2)
m26072<-lm(`26072`~ X, data=z2)
m27000<-lm(`27000`~ X, data=z2)
m27001<-lm(`27001`~ X, data=z2)
m27002<-lm(`27002`~ X, data=z2)
m27003<-lm(`27003`~ X, data=z2)
m27004<-lm(`27004`~ X, data=z2)
m27005<-lm(`27005`~ X, data=z2)
m27006<-lm(`27006`~ X, data=z2)
m27007<-lm(`27007`~ X, data=z2)
m27008<-lm(`27008`~ X, data=z2)
m27009<-lm(`27009`~ X, data=z2)
m27010<-lm(`27010`~ X, data=z2)
m27011<-lm(`27011`~ X, data=z2)
m27012<-lm(`27012`~ X, data=z2)
m27013<-lm(`27013`~ X, data=z2)
m27014<-lm(`27014`~ X, data=z2)
m27015<-lm(`27015`~ X, data=z2)
m27016<-lm(`27016`~ X, data=z2)
m27017<-lm(`27017`~ X, data=z2)
m28000<-lm(`28000`~ X, data=z2)
m28001<-lm(`28001`~ X, data=z2)
m28002<-lm(`28002`~ X, data=z2)
m28003<-lm(`28003`~ X, data=z2)
m28004<-lm(`28004`~ X, data=z2)
m28005<-lm(`28005`~ X, data=z2)
m28006<-lm(`28006`~ X, data=z2)
m28007<-lm(`28007`~ X, data=z2)
m28008<-lm(`28008`~ X, data=z2)
m28009<-lm(`28009`~ X, data=z2)
m28010<-lm(`28010`~ X, data=z2)
m28011<-lm(`28011`~ X, data=z2)
m28012<-lm(`28012`~ X, data=z2)
m28013<-lm(`28013`~ X, data=z2)
m28014<-lm(`28014`~ X, data=z2)
m28015<-lm(`28015`~ X, data=z2)
m28016<-lm(`28016`~ X, data=z2)
m28017<-lm(`28017`~ X, data=z2)
m28018<-lm(`28018`~ X, data=z2)
m28019<-lm(`28019`~ X, data=z2)
m28020<-lm(`28020`~ X, data=z2)
m28021<-lm(`28021`~ X, data=z2)
m28022<-lm(`28022`~ X, data=z2)
m28023<-lm(`28023`~ X, data=z2)
m28024<-lm(`28024`~ X, data=z2)
m28025<-lm(`28025`~ X, data=z2)
m28026<-lm(`28026`~ X, data=z2)
m28027<-lm(`28027`~ X, data=z2)
m28028<-lm(`28028`~ X, data=z2)
m28029<-lm(`28029`~ X, data=z2)
m28030<-lm(`28030`~ X, data=z2)
m28031<-lm(`28031`~ X, data=z2)
m28032<-lm(`28032`~ X, data=z2)
m28033<-lm(`28033`~ X, data=z2)
m28034<-lm(`28034`~ X, data=z2)
m28035<-lm(`28035`~ X, data=z2)
m28036<-lm(`28036`~ X, data=z2)
m28037<-lm(`28037`~ X, data=z2)
m28038<-lm(`28038`~ X, data=z2)
m28039<-lm(`28039`~ X, data=z2)
m28040<-lm(`28040`~ X, data=z2)
m28041<-lm(`28041`~ X, data=z2)
m28042<-lm(`28042`~ X, data=z2)
m28043<-lm(`28043`~ X, data=z2)
m29000<-lm(`29000`~ X, data=z2)
m29001<-lm(`29001`~ X, data=z2)
m29002<-lm(`29002`~ X, data=z2)
m29003<-lm(`29003`~ X, data=z2)
m29004<-lm(`29004`~ X, data=z2)
m29005<-lm(`29005`~ X, data=z2)
m29006<-lm(`29006`~ X, data=z2)
m29007<-lm(`29007`~ X, data=z2)
m29008<-lm(`29008`~ X, data=z2)
m29009<-lm(`29009`~ X, data=z2)
m29010<-lm(`29010`~ X, data=z2)
m29011<-lm(`29011`~ X, data=z2)
m29012<-lm(`29012`~ X, data=z2)
m29013<-lm(`29013`~ X, data=z2)
m29014<-lm(`29014`~ X, data=z2)
m29015<-lm(`29015`~ X, data=z2)
m29016<-lm(`29016`~ X, data=z2)
m29017<-lm(`29017`~ X, data=z2)
m29018<-lm(`29018`~ X, data=z2)
m29019<-lm(`29019`~ X, data=z2)
m29020<-lm(`29020`~ X, data=z2)
m29021<-lm(`29021`~ X, data=z2)
m29022<-lm(`29022`~ X, data=z2)
m29023<-lm(`29023`~ X, data=z2)
m29024<-lm(`29024`~ X, data=z2)
m29025<-lm(`29025`~ X, data=z2)
m29026<-lm(`29026`~ X, data=z2)
m29027<-lm(`29027`~ X, data=z2)
m29028<-lm(`29028`~ X, data=z2)
m29029<-lm(`29029`~ X, data=z2)
m29030<-lm(`29030`~ X, data=z2)
m29031<-lm(`29031`~ X, data=z2)
m29032<-lm(`29032`~ X, data=z2)
m29033<-lm(`29033`~ X, data=z2)
m29034<-lm(`29034`~ X, data=z2)
m29035<-lm(`29035`~ X, data=z2)
m29036<-lm(`29036`~ X, data=z2)
m29037<-lm(`29037`~ X, data=z2)
m29038<-lm(`29038`~ X, data=z2)
m29039<-lm(`29039`~ X, data=z2)
m29040<-lm(`29040`~ X, data=z2)
m29041<-lm(`29041`~ X, data=z2)
m29042<-lm(`29042`~ X, data=z2)
m29043<-lm(`29043`~ X, data=z2)
m29044<-lm(`29044`~ X, data=z2)
m29045<-lm(`29045`~ X, data=z2)
m29046<-lm(`29046`~ X, data=z2)
m29047<-lm(`29047`~ X, data=z2)
m29048<-lm(`29048`~ X, data=z2)
m29049<-lm(`29049`~ X, data=z2)
m29050<-lm(`29050`~ X, data=z2)
m29051<-lm(`29051`~ X, data=z2)
m29052<-lm(`29052`~ X, data=z2)
m29053<-lm(`29053`~ X, data=z2)
m29054<-lm(`29054`~ X, data=z2)
m29055<-lm(`29055`~ X, data=z2)
m29056<-lm(`29056`~ X, data=z2)
m29057<-lm(`29057`~ X, data=z2)
m29058<-lm(`29058`~ X, data=z2)
m29059<-lm(`29059`~ X, data=z2)
m29060<-lm(`29060`~ X, data=z2)
m30000<-lm(`30000`~ X, data=z2)
m30001<-lm(`30001`~ X, data=z2)
m30002<-lm(`30002`~ X, data=z2)
m30003<-lm(`30003`~ X, data=z2)
m30004<-lm(`30004`~ X, data=z2)
m30005<-lm(`30005`~ X, data=z2)
m30006<-lm(`30006`~ X, data=z2)
m30007<-lm(`30007`~ X, data=z2)
m30008<-lm(`30008`~ X, data=z2)
m30009<-lm(`30009`~ X, data=z2)
m30010<-lm(`30010`~ X, data=z2)
m30011<-lm(`30011`~ X, data=z2)
m30012<-lm(`30012`~ X, data=z2)
m30013<-lm(`30013`~ X, data=z2)
m30014<-lm(`30014`~ X, data=z2)
m30015<-lm(`30015`~ X, data=z2)
m30016<-lm(`30016`~ X, data=z2)
m30017<-lm(`30017`~ X, data=z2)
m30018<-lm(`30018`~ X, data=z2)
m30019<-lm(`30019`~ X, data=z2)
m30020<-lm(`30020`~ X, data=z2)
m30021<-lm(`30021`~ X, data=z2)
m30022<-lm(`30022`~ X, data=z2)
m30023<-lm(`30023`~ X, data=z2)
m30024<-lm(`30024`~ X, data=z2)
m30025<-lm(`30025`~ X, data=z2)
m30026<-lm(`30026`~ X, data=z2)
m30027<-lm(`30027`~ X, data=z2)
m30028<-lm(`30028`~ X, data=z2)
m30029<-lm(`30029`~ X, data=z2)
m30030<-lm(`30030`~ X, data=z2)
m30031<-lm(`30031`~ X, data=z2)
m30032<-lm(`30032`~ X, data=z2)
m30033<-lm(`30033`~ X, data=z2)
m30034<-lm(`30034`~ X, data=z2)
m30035<-lm(`30035`~ X, data=z2)
m30036<-lm(`30036`~ X, data=z2)
m30037<-lm(`30037`~ X, data=z2)
m30038<-lm(`30038`~ X, data=z2)
m30039<-lm(`30039`~ X, data=z2)
m30040<-lm(`30040`~ X, data=z2)
m30041<-lm(`30041`~ X, data=z2)
m30042<-lm(`30042`~ X, data=z2)
m30043<-lm(`30043`~ X, data=z2)
m30044<-lm(`30044`~ X, data=z2)
m30045<-lm(`30045`~ X, data=z2)
m30046<-lm(`30046`~ X, data=z2)
m30047<-lm(`30047`~ X, data=z2)
m30048<-lm(`30048`~ X, data=z2)
m30049<-lm(`30049`~ X, data=z2)
m30050<-lm(`30050`~ X, data=z2)
m30051<-lm(`30051`~ X, data=z2)
m30052<-lm(`30052`~ X, data=z2)
m30053<-lm(`30053`~ X, data=z2)
m30054<-lm(`30054`~ X, data=z2)
m30055<-lm(`30055`~ X, data=z2)
m30056<-lm(`30056`~ X, data=z2)
m30057<-lm(`30057`~ X, data=z2)
m30058<-lm(`30058`~ X, data=z2)
m30059<-lm(`30059`~ X, data=z2)
m30060<-lm(`30060`~ X, data=z2)
m30061<-lm(`30061`~ X, data=z2)
m30062<-lm(`30062`~ X, data=z2)
m30063<-lm(`30063`~ X, data=z2)
m30064<-lm(`30064`~ X, data=z2)
m30065<-lm(`30065`~ X, data=z2)
m30066<-lm(`30066`~ X, data=z2)
m30067<-lm(`30067`~ X, data=z2)
m30068<-lm(`30068`~ X, data=z2)
m30069<-lm(`30069`~ X, data=z2)
m30070<-lm(`30070`~ X, data=z2)
m30071<-lm(`30071`~ X, data=z2)
m30072<-lm(`30072`~ X, data=z2)
m30073<-lm(`30073`~ X, data=z2)
m30074<-lm(`30074`~ X, data=z2)
m30075<-lm(`30075`~ X, data=z2)
m30076<-lm(`30076`~ X, data=z2)
m30077<-lm(`30077`~ X, data=z2)
m30078<-lm(`30078`~ X, data=z2)
m30079<-lm(`30079`~ X, data=z2)
m30080<-lm(`30080`~ X, data=z2)
m30081<-lm(`30081`~ X, data=z2)
m30082<-lm(`30082`~ X, data=z2)
m30083<-lm(`30083`~ X, data=z2)
m30084<-lm(`30084`~ X, data=z2)
m30085<-lm(`30085`~ X, data=z2)
m30086<-lm(`30086`~ X, data=z2)
m30087<-lm(`30087`~ X, data=z2)
m30088<-lm(`30088`~ X, data=z2)
m30089<-lm(`30089`~ X, data=z2)
m30090<-lm(`30090`~ X, data=z2)
m30091<-lm(`30091`~ X, data=z2)
m30092<-lm(`30092`~ X, data=z2)
m30093<-lm(`30093`~ X, data=z2)
m30094<-lm(`30094`~ X, data=z2)
m30095<-lm(`30095`~ X, data=z2)
m30096<-lm(`30096`~ X, data=z2)
m30097<-lm(`30097`~ X, data=z2)
m30098<-lm(`30098`~ X, data=z2)
m30099<-lm(`30099`~ X, data=z2)
m30100<-lm(`30100`~ X, data=z2)
m30101<-lm(`30101`~ X, data=z2)
m30102<-lm(`30102`~ X, data=z2)
m30103<-lm(`30103`~ X, data=z2)
m30104<-lm(`30104`~ X, data=z2)
m30105<-lm(`30105`~ X, data=z2)
m30106<-lm(`30106`~ X, data=z2)
m30107<-lm(`30107`~ X, data=z2)
m30108<-lm(`30108`~ X, data=z2)
m30109<-lm(`30109`~ X, data=z2)
m30110<-lm(`30110`~ X, data=z2)
m30111<-lm(`30111`~ X, data=z2)
m30112<-lm(`30112`~ X, data=z2)
m30113<-lm(`30113`~ X, data=z2)
m30114<-lm(`30114`~ X, data=z2)
m30115<-lm(`30115`~ X, data=z2)
m30116<-lm(`30116`~ X, data=z2)
m30117<-lm(`30117`~ X, data=z2)
m30118<-lm(`30118`~ X, data=z2)
m30119<-lm(`30119`~ X, data=z2)
m30120<-lm(`30120`~ X, data=z2)
m30121<-lm(`30121`~ X, data=z2)
m30122<-lm(`30122`~ X, data=z2)
m30123<-lm(`30123`~ X, data=z2)
m30124<-lm(`30124`~ X, data=z2)
m30125<-lm(`30125`~ X, data=z2)
m30126<-lm(`30126`~ X, data=z2)
m30127<-lm(`30127`~ X, data=z2)
m30128<-lm(`30128`~ X, data=z2)
m30129<-lm(`30129`~ X, data=z2)
m30130<-lm(`30130`~ X, data=z2)
m30131<-lm(`30131`~ X, data=z2)
m30132<-lm(`30132`~ X, data=z2)
m30133<-lm(`30133`~ X, data=z2)
m30134<-lm(`30134`~ X, data=z2)
m30135<-lm(`30135`~ X, data=z2)
m30136<-lm(`30136`~ X, data=z2)
m30137<-lm(`30137`~ X, data=z2)
m30138<-lm(`30138`~ X, data=z2)
m30139<-lm(`30139`~ X, data=z2)
m30140<-lm(`30140`~ X, data=z2)
m30141<-lm(`30141`~ X, data=z2)
m30142<-lm(`30142`~ X, data=z2)
m30143<-lm(`30143`~ X, data=z2)
m30144<-lm(`30144`~ X, data=z2)
m30145<-lm(`30145`~ X, data=z2)
m30146<-lm(`30146`~ X, data=z2)
m30147<-lm(`30147`~ X, data=z2)
m30148<-lm(`30148`~ X, data=z2)
m30149<-lm(`30149`~ X, data=z2)
m30150<-lm(`30150`~ X, data=z2)
m30151<-lm(`30151`~ X, data=z2)
m30152<-lm(`30152`~ X, data=z2)
m30153<-lm(`30153`~ X, data=z2)
m30154<-lm(`30154`~ X, data=z2)
m30155<-lm(`30155`~ X, data=z2)
m30156<-lm(`30156`~ X, data=z2)
m30157<-lm(`30157`~ X, data=z2)
m30158<-lm(`30158`~ X, data=z2)
m30159<-lm(`30159`~ X, data=z2)
m30160<-lm(`30160`~ X, data=z2)
m30161<-lm(`30161`~ X, data=z2)
m30162<-lm(`30162`~ X, data=z2)
m30163<-lm(`30163`~ X, data=z2)
m30164<-lm(`30164`~ X, data=z2)
m30165<-lm(`30165`~ X, data=z2)
m30166<-lm(`30166`~ X, data=z2)
m30167<-lm(`30167`~ X, data=z2)
m30168<-lm(`30168`~ X, data=z2)
m30169<-lm(`30169`~ X, data=z2)
m30170<-lm(`30170`~ X, data=z2)
m30171<-lm(`30171`~ X, data=z2)
m30172<-lm(`30172`~ X, data=z2)
m30173<-lm(`30173`~ X, data=z2)
m30174<-lm(`30174`~ X, data=z2)
m30175<-lm(`30175`~ X, data=z2)
m30176<-lm(`30176`~ X, data=z2)
m30177<-lm(`30177`~ X, data=z2)
m30178<-lm(`30178`~ X, data=z2)
m30179<-lm(`30179`~ X, data=z2)
m30180<-lm(`30180`~ X, data=z2)
m30181<-lm(`30181`~ X, data=z2)
m30182<-lm(`30182`~ X, data=z2)
m30183<-lm(`30183`~ X, data=z2)
m30184<-lm(`30184`~ X, data=z2)
m30185<-lm(`30185`~ X, data=z2)
m30186<-lm(`30186`~ X, data=z2)
m30187<-lm(`30187`~ X, data=z2)
m30188<-lm(`30188`~ X, data=z2)
m30189<-lm(`30189`~ X, data=z2)
m30190<-lm(`30190`~ X, data=z2)
m30191<-lm(`30191`~ X, data=z2)
m30192<-lm(`30192`~ X, data=z2)
m30193<-lm(`30193`~ X, data=z2)
m30194<-lm(`30194`~ X, data=z2)
m30195<-lm(`30195`~ X, data=z2)
m30196<-lm(`30196`~ X, data=z2)
m30197<-lm(`30197`~ X, data=z2)
m30198<-lm(`30198`~ X, data=z2)
m30199<-lm(`30199`~ X, data=z2)
m30200<-lm(`30200`~ X, data=z2)
m30201<-lm(`30201`~ X, data=z2)
m30202<-lm(`30202`~ X, data=z2)
m30203<-lm(`30203`~ X, data=z2)
m30204<-lm(`30204`~ X, data=z2)
m30205<-lm(`30205`~ X, data=z2)
m30206<-lm(`30206`~ X, data=z2)
m30207<-lm(`30207`~ X, data=z2)
m30208<-lm(`30208`~ X, data=z2)
m30209<-lm(`30209`~ X, data=z2)
m30210<-lm(`30210`~ X, data=z2)
m30211<-lm(`30211`~ X, data=z2)
m30212<-lm(`30212`~ X, data=z2)
m31000<-lm(`31000`~ X, data=z2)
m31001<-lm(`31001`~ X, data=z2)
m31002<-lm(`31002`~ X, data=z2)
m31003<-lm(`31003`~ X, data=z2)
m31004<-lm(`31004`~ X, data=z2)
m31005<-lm(`31005`~ X, data=z2)
m31006<-lm(`31006`~ X, data=z2)
m31007<-lm(`31007`~ X, data=z2)
m31008<-lm(`31008`~ X, data=z2)
m31009<-lm(`31009`~ X, data=z2)
m31010<-lm(`31010`~ X, data=z2)
m31011<-lm(`31011`~ X, data=z2)
m31012<-lm(`31012`~ X, data=z2)
m31013<-lm(`31013`~ X, data=z2)
m31014<-lm(`31014`~ X, data=z2)
m31015<-lm(`31015`~ X, data=z2)
m31016<-lm(`31016`~ X, data=z2)
m31017<-lm(`31017`~ X, data=z2)
m31018<-lm(`31018`~ X, data=z2)
m31019<-lm(`31019`~ X, data=z2)
m31020<-lm(`31020`~ X, data=z2)
m31021<-lm(`31021`~ X, data=z2)
m31022<-lm(`31022`~ X, data=z2)
m31023<-lm(`31023`~ X, data=z2)
m31024<-lm(`31024`~ X, data=z2)
m31025<-lm(`31025`~ X, data=z2)
m31026<-lm(`31026`~ X, data=z2)
m31027<-lm(`31027`~ X, data=z2)
m31028<-lm(`31028`~ X, data=z2)
m31029<-lm(`31029`~ X, data=z2)
m31030<-lm(`31030`~ X, data=z2)
m31031<-lm(`31031`~ X, data=z2)
m31032<-lm(`31032`~ X, data=z2)
m31033<-lm(`31033`~ X, data=z2)
m31034<-lm(`31034`~ X, data=z2)
m31035<-lm(`31035`~ X, data=z2)
m31036<-lm(`31036`~ X, data=z2)
m31037<-lm(`31037`~ X, data=z2)
m31038<-lm(`31038`~ X, data=z2)
m31039<-lm(`31039`~ X, data=z2)
m31040<-lm(`31040`~ X, data=z2)
m31041<-lm(`31041`~ X, data=z2)
m31042<-lm(`31042`~ X, data=z2)
m31043<-lm(`31043`~ X, data=z2)
m31044<-lm(`31044`~ X, data=z2)
m31045<-lm(`31045`~ X, data=z2)
m31046<-lm(`31046`~ X, data=z2)
m31047<-lm(`31047`~ X, data=z2)
m31048<-lm(`31048`~ X, data=z2)
m31049<-lm(`31049`~ X, data=z2)
m31050<-lm(`31050`~ X, data=z2)
m31051<-lm(`31051`~ X, data=z2)
m31052<-lm(`31052`~ X, data=z2)
m31053<-lm(`31053`~ X, data=z2)
m31054<-lm(`31054`~ X, data=z2)
m31055<-lm(`31055`~ X, data=z2)
m31056<-lm(`31056`~ X, data=z2)
m31057<-lm(`31057`~ X, data=z2)
m31058<-lm(`31058`~ X, data=z2)
m31059<-lm(`31059`~ X, data=z2)
m31060<-lm(`31060`~ X, data=z2)
m31061<-lm(`31061`~ X, data=z2)
m31062<-lm(`31062`~ X, data=z2)
m31063<-lm(`31063`~ X, data=z2)
m31064<-lm(`31064`~ X, data=z2)
m31065<-lm(`31065`~ X, data=z2)
m31066<-lm(`31066`~ X, data=z2)
m31067<-lm(`31067`~ X, data=z2)
m31068<-lm(`31068`~ X, data=z2)
m31069<-lm(`31069`~ X, data=z2)
m31070<-lm(`31070`~ X, data=z2)
m31071<-lm(`31071`~ X, data=z2)
m31072<-lm(`31072`~ X, data=z2)
m31073<-lm(`31073`~ X, data=z2)
m31074<-lm(`31074`~ X, data=z2)
m31075<-lm(`31075`~ X, data=z2)
m31076<-lm(`31076`~ X, data=z2)
m31077<-lm(`31077`~ X, data=z2)
m31078<-lm(`31078`~ X, data=z2)
m31079<-lm(`31079`~ X, data=z2)
m31080<-lm(`31080`~ X, data=z2)
m31081<-lm(`31081`~ X, data=z2)
m31082<-lm(`31082`~ X, data=z2)
m31083<-lm(`31083`~ X, data=z2)
m31084<-lm(`31084`~ X, data=z2)
m31085<-lm(`31085`~ X, data=z2)
m31086<-lm(`31086`~ X, data=z2)
m31087<-lm(`31087`~ X, data=z2)
m31088<-lm(`31088`~ X, data=z2)
m31089<-lm(`31089`~ X, data=z2)
m31090<-lm(`31090`~ X, data=z2)
m31091<-lm(`31091`~ X, data=z2)
m31092<-lm(`31092`~ X, data=z2)
m31093<-lm(`31093`~ X, data=z2)
m31094<-lm(`31094`~ X, data=z2)
m31095<-lm(`31095`~ X, data=z2)
m31096<-lm(`31096`~ X, data=z2)
m31097<-lm(`31097`~ X, data=z2)
m31098<-lm(`31098`~ X, data=z2)
m31099<-lm(`31099`~ X, data=z2)
m31100<-lm(`31100`~ X, data=z2)
m31101<-lm(`31101`~ X, data=z2)
m31102<-lm(`31102`~ X, data=z2)
m31103<-lm(`31103`~ X, data=z2)
m31104<-lm(`31104`~ X, data=z2)
m31105<-lm(`31105`~ X, data=z2)
m31106<-lm(`31106`~ X, data=z2)
m32000<-lm(`32000`~ X, data=z2)
m32001<-lm(`32001`~ X, data=z2)
m32002<-lm(`32002`~ X, data=z2)
m32003<-lm(`32003`~ X, data=z2)
m32004<-lm(`32004`~ X, data=z2)
m32005<-lm(`32005`~ X, data=z2)
m32006<-lm(`32006`~ X, data=z2)
m32007<-lm(`32007`~ X, data=z2)
m32008<-lm(`32008`~ X, data=z2)
m32009<-lm(`32009`~ X, data=z2)
m32010<-lm(`32010`~ X, data=z2)
m32011<-lm(`32011`~ X, data=z2)
m32012<-lm(`32012`~ X, data=z2)
m32013<-lm(`32013`~ X, data=z2)
m32014<-lm(`32014`~ X, data=z2)
m32015<-lm(`32015`~ X, data=z2)
m32016<-lm(`32016`~ X, data=z2)
m32017<-lm(`32017`~ X, data=z2)
m32018<-lm(`32018`~ X, data=z2)
m32019<-lm(`32019`~ X, data=z2)
m32020<-lm(`32020`~ X, data=z2)
m32021<-lm(`32021`~ X, data=z2)
m32022<-lm(`32022`~ X, data=z2)
m32023<-lm(`32023`~ X, data=z2)
m32024<-lm(`32024`~ X, data=z2)
m32025<-lm(`32025`~ X, data=z2)
m32026<-lm(`32026`~ X, data=z2)
m32027<-lm(`32027`~ X, data=z2)
m32028<-lm(`32028`~ X, data=z2)
m32029<-lm(`32029`~ X, data=z2)
m32030<-lm(`32030`~ X, data=z2)
m32031<-lm(`32031`~ X, data=z2)
m32032<-lm(`32032`~ X, data=z2)
m32033<-lm(`32033`~ X, data=z2)
m32034<-lm(`32034`~ X, data=z2)
m32035<-lm(`32035`~ X, data=z2)
m32036<-lm(`32036`~ X, data=z2)
m32037<-lm(`32037`~ X, data=z2)
m32038<-lm(`32038`~ X, data=z2)
m32039<-lm(`32039`~ X, data=z2)
m32040<-lm(`32040`~ X, data=z2)
m32041<-lm(`32041`~ X, data=z2)
m32042<-lm(`32042`~ X, data=z2)
m32043<-lm(`32043`~ X, data=z2)
m32044<-lm(`32044`~ X, data=z2)
m32045<-lm(`32045`~ X, data=z2)
m32046<-lm(`32046`~ X, data=z2)
m32047<-lm(`32047`~ X, data=z2)
m32048<-lm(`32048`~ X, data=z2)
m32049<-lm(`32049`~ X, data=z2)
m32050<-lm(`32050`~ X, data=z2)
m32051<-lm(`32051`~ X, data=z2)
m32052<-lm(`32052`~ X, data=z2)
m32053<-lm(`32053`~ X, data=z2)
m32054<-lm(`32054`~ X, data=z2)
m32055<-lm(`32055`~ X, data=z2)
m32056<-lm(`32056`~ X, data=z2)
m32057<-lm(`32057`~ X, data=z2)
m32058<-lm(`32058`~ X, data=z2)
###

################################
#Guardamos los interceptos
coef_m0<-coef(m0)["(Intercept)"]
coef_m1000<-coef(m1000)["(Intercept)"]
coef_m1001<-coef(m1001)["(Intercept)"]
coef_m1002<-coef(m1002)["(Intercept)"]
coef_m1003<-coef(m1003)["(Intercept)"]
coef_m1004<-coef(m1004)["(Intercept)"]
coef_m1005<-coef(m1005)["(Intercept)"]
coef_m1006<-coef(m1006)["(Intercept)"]
coef_m1007<-coef(m1007)["(Intercept)"]
coef_m1008<-coef(m1008)["(Intercept)"]
coef_m1009<-coef(m1009)["(Intercept)"]
coef_m1010<-coef(m1010)["(Intercept)"]
coef_m1011<-coef(m1011)["(Intercept)"]
coef_m2000<-coef(m2000)["(Intercept)"]
coef_m2001<-coef(m2001)["(Intercept)"]
coef_m2002<-coef(m2002)["(Intercept)"]
coef_m2003<-coef(m2003)["(Intercept)"]
coef_m2004<-coef(m2004)["(Intercept)"]
coef_m2005<-coef(m2005)["(Intercept)"]
coef_m3000<-coef(m3000)["(Intercept)"]
coef_m3001<-coef(m3001)["(Intercept)"]
coef_m3002<-coef(m3002)["(Intercept)"]
coef_m3003<-coef(m3003)["(Intercept)"]
coef_m3008<-coef(m3008)["(Intercept)"]
coef_m3009<-coef(m3009)["(Intercept)"]
coef_m4000<-coef(m4000)["(Intercept)"]
coef_m4001<-coef(m4001)["(Intercept)"]
coef_m4002<-coef(m4002)["(Intercept)"]
coef_m4003<-coef(m4003)["(Intercept)"]
coef_m4004<-coef(m4004)["(Intercept)"]
coef_m4005<-coef(m4005)["(Intercept)"]
coef_m4006<-coef(m4006)["(Intercept)"]
coef_m4007<-coef(m4007)["(Intercept)"]
coef_m4008<-coef(m4008)["(Intercept)"]
coef_m4009<-coef(m4009)["(Intercept)"]
coef_m4010<-coef(m4010)["(Intercept)"]
coef_m4011<-coef(m4011)["(Intercept)"]
coef_m5000<-coef(m5000)["(Intercept)"]
coef_m5001<-coef(m5001)["(Intercept)"]
coef_m5002<-coef(m5002)["(Intercept)"]
coef_m5003<-coef(m5003)["(Intercept)"]
coef_m5004<-coef(m5004)["(Intercept)"]
coef_m5005<-coef(m5005)["(Intercept)"]
coef_m5006<-coef(m5006)["(Intercept)"]
coef_m5007<-coef(m5007)["(Intercept)"]
coef_m5008<-coef(m5008)["(Intercept)"]
coef_m5009<-coef(m5009)["(Intercept)"]
coef_m5010<-coef(m5010)["(Intercept)"]
coef_m5011<-coef(m5011)["(Intercept)"]
coef_m5012<-coef(m5012)["(Intercept)"]
coef_m5013<-coef(m5013)["(Intercept)"]
coef_m5014<-coef(m5014)["(Intercept)"]
coef_m5015<-coef(m5015)["(Intercept)"]
coef_m5016<-coef(m5016)["(Intercept)"]
coef_m5017<-coef(m5017)["(Intercept)"]
coef_m5018<-coef(m5018)["(Intercept)"]
coef_m5019<-coef(m5019)["(Intercept)"]
coef_m5020<-coef(m5020)["(Intercept)"]
coef_m5021<-coef(m5021)["(Intercept)"]
coef_m5022<-coef(m5022)["(Intercept)"]
coef_m5023<-coef(m5023)["(Intercept)"]
coef_m5024<-coef(m5024)["(Intercept)"]
coef_m5025<-coef(m5025)["(Intercept)"]
coef_m5026<-coef(m5026)["(Intercept)"]
coef_m5027<-coef(m5027)["(Intercept)"]
coef_m5028<-coef(m5028)["(Intercept)"]
coef_m5029<-coef(m5029)["(Intercept)"]
coef_m5030<-coef(m5030)["(Intercept)"]
coef_m5031<-coef(m5031)["(Intercept)"]
coef_m5032<-coef(m5032)["(Intercept)"]
coef_m5033<-coef(m5033)["(Intercept)"]
coef_m5034<-coef(m5034)["(Intercept)"]
coef_m5035<-coef(m5035)["(Intercept)"]
coef_m5036<-coef(m5036)["(Intercept)"]
coef_m5037<-coef(m5037)["(Intercept)"]
coef_m5038<-coef(m5038)["(Intercept)"]
coef_m6000<-coef(m6000)["(Intercept)"]
coef_m6001<-coef(m6001)["(Intercept)"]
coef_m6002<-coef(m6002)["(Intercept)"]
coef_m6003<-coef(m6003)["(Intercept)"]
coef_m6004<-coef(m6004)["(Intercept)"]
coef_m6005<-coef(m6005)["(Intercept)"]
coef_m6006<-coef(m6006)["(Intercept)"]
coef_m6007<-coef(m6007)["(Intercept)"]
coef_m6008<-coef(m6008)["(Intercept)"]
coef_m6009<-coef(m6009)["(Intercept)"]
coef_m6010<-coef(m6010)["(Intercept)"]
coef_m7000<-coef(m7000)["(Intercept)"]
coef_m7001<-coef(m7001)["(Intercept)"]
coef_m7002<-coef(m7002)["(Intercept)"]
coef_m7003<-coef(m7003)["(Intercept)"]
coef_m7004<-coef(m7004)["(Intercept)"]
coef_m7005<-coef(m7005)["(Intercept)"]
coef_m7006<-coef(m7006)["(Intercept)"]
coef_m7007<-coef(m7007)["(Intercept)"]
coef_m7008<-coef(m7008)["(Intercept)"]
coef_m7009<-coef(m7009)["(Intercept)"]
coef_m7010<-coef(m7010)["(Intercept)"]
coef_m7011<-coef(m7011)["(Intercept)"]
coef_m7012<-coef(m7012)["(Intercept)"]
coef_m7013<-coef(m7013)["(Intercept)"]
coef_m7014<-coef(m7014)["(Intercept)"]
coef_m7015<-coef(m7015)["(Intercept)"]
coef_m7016<-coef(m7016)["(Intercept)"]
coef_m7017<-coef(m7017)["(Intercept)"]
coef_m7018<-coef(m7018)["(Intercept)"]
coef_m7019<-coef(m7019)["(Intercept)"]
coef_m7020<-coef(m7020)["(Intercept)"]
coef_m7021<-coef(m7021)["(Intercept)"]
coef_m7022<-coef(m7022)["(Intercept)"]
coef_m7023<-coef(m7023)["(Intercept)"]
coef_m7024<-coef(m7024)["(Intercept)"]
coef_m7025<-coef(m7025)["(Intercept)"]
coef_m7026<-coef(m7026)["(Intercept)"]
coef_m7027<-coef(m7027)["(Intercept)"]
coef_m7028<-coef(m7028)["(Intercept)"]
coef_m7029<-coef(m7029)["(Intercept)"]
coef_m7030<-coef(m7030)["(Intercept)"]
coef_m7031<-coef(m7031)["(Intercept)"]
coef_m7032<-coef(m7032)["(Intercept)"]
coef_m7033<-coef(m7033)["(Intercept)"]
coef_m7034<-coef(m7034)["(Intercept)"]
coef_m7035<-coef(m7035)["(Intercept)"]
coef_m7036<-coef(m7036)["(Intercept)"]
coef_m7037<-coef(m7037)["(Intercept)"]
coef_m7038<-coef(m7038)["(Intercept)"]
coef_m7039<-coef(m7039)["(Intercept)"]
coef_m7040<-coef(m7040)["(Intercept)"]
coef_m7041<-coef(m7041)["(Intercept)"]
coef_m7042<-coef(m7042)["(Intercept)"]
coef_m7043<-coef(m7043)["(Intercept)"]
coef_m7044<-coef(m7044)["(Intercept)"]
coef_m7045<-coef(m7045)["(Intercept)"]
coef_m7046<-coef(m7046)["(Intercept)"]
coef_m7047<-coef(m7047)["(Intercept)"]
coef_m7048<-coef(m7048)["(Intercept)"]
coef_m7049<-coef(m7049)["(Intercept)"]
coef_m7050<-coef(m7050)["(Intercept)"]
coef_m7051<-coef(m7051)["(Intercept)"]
coef_m7052<-coef(m7052)["(Intercept)"]
coef_m7053<-coef(m7053)["(Intercept)"]
coef_m7054<-coef(m7054)["(Intercept)"]
coef_m7055<-coef(m7055)["(Intercept)"]
coef_m7056<-coef(m7056)["(Intercept)"]
coef_m7057<-coef(m7057)["(Intercept)"]
coef_m7058<-coef(m7058)["(Intercept)"]
coef_m7059<-coef(m7059)["(Intercept)"]
coef_m7060<-coef(m7060)["(Intercept)"]
coef_m7061<-coef(m7061)["(Intercept)"]
coef_m7062<-coef(m7062)["(Intercept)"]
coef_m7063<-coef(m7063)["(Intercept)"]
coef_m7064<-coef(m7064)["(Intercept)"]
coef_m7065<-coef(m7065)["(Intercept)"]
coef_m7066<-coef(m7066)["(Intercept)"]
coef_m7067<-coef(m7067)["(Intercept)"]
coef_m7068<-coef(m7068)["(Intercept)"]
coef_m7069<-coef(m7069)["(Intercept)"]
coef_m7070<-coef(m7070)["(Intercept)"]
coef_m7071<-coef(m7071)["(Intercept)"]
coef_m7072<-coef(m7072)["(Intercept)"]
coef_m7073<-coef(m7073)["(Intercept)"]
coef_m7074<-coef(m7074)["(Intercept)"]
coef_m7075<-coef(m7075)["(Intercept)"]
coef_m7076<-coef(m7076)["(Intercept)"]
coef_m7077<-coef(m7077)["(Intercept)"]
coef_m7078<-coef(m7078)["(Intercept)"]
coef_m7079<-coef(m7079)["(Intercept)"]
coef_m7080<-coef(m7080)["(Intercept)"]
coef_m7081<-coef(m7081)["(Intercept)"]
coef_m7082<-coef(m7082)["(Intercept)"]
coef_m7083<-coef(m7083)["(Intercept)"]
coef_m7084<-coef(m7084)["(Intercept)"]
coef_m7085<-coef(m7085)["(Intercept)"]
coef_m7086<-coef(m7086)["(Intercept)"]
coef_m7087<-coef(m7087)["(Intercept)"]
coef_m7088<-coef(m7088)["(Intercept)"]
coef_m7089<-coef(m7089)["(Intercept)"]
coef_m7090<-coef(m7090)["(Intercept)"]
coef_m7091<-coef(m7091)["(Intercept)"]
coef_m7092<-coef(m7092)["(Intercept)"]
coef_m7093<-coef(m7093)["(Intercept)"]
coef_m7094<-coef(m7094)["(Intercept)"]
coef_m7096<-coef(m7096)["(Intercept)"]
coef_m7097<-coef(m7097)["(Intercept)"]
coef_m7098<-coef(m7098)["(Intercept)"]
coef_m7099<-coef(m7099)["(Intercept)"]
coef_m7100<-coef(m7100)["(Intercept)"]
coef_m7101<-coef(m7101)["(Intercept)"]
coef_m7102<-coef(m7102)["(Intercept)"]
coef_m7103<-coef(m7103)["(Intercept)"]
coef_m7104<-coef(m7104)["(Intercept)"]
coef_m7105<-coef(m7105)["(Intercept)"]
coef_m7106<-coef(m7106)["(Intercept)"]
coef_m7107<-coef(m7107)["(Intercept)"]
coef_m7108<-coef(m7108)["(Intercept)"]
coef_m7109<-coef(m7109)["(Intercept)"]
coef_m7110<-coef(m7110)["(Intercept)"]
coef_m7111<-coef(m7111)["(Intercept)"]
coef_m7112<-coef(m7112)["(Intercept)"]
coef_m7113<-coef(m7113)["(Intercept)"]
coef_m7114<-coef(m7114)["(Intercept)"]
coef_m7115<-coef(m7115)["(Intercept)"]
coef_m7116<-coef(m7116)["(Intercept)"]
coef_m7117<-coef(m7117)["(Intercept)"]
coef_m7118<-coef(m7118)["(Intercept)"]
coef_m7119<-coef(m7119)["(Intercept)"]
coef_m7124<-coef(m7124)["(Intercept)"]
coef_m8000<-coef(m8000)["(Intercept)"]
coef_m8001<-coef(m8001)["(Intercept)"]
coef_m8002<-coef(m8002)["(Intercept)"]
coef_m8003<-coef(m8003)["(Intercept)"]
coef_m8004<-coef(m8004)["(Intercept)"]
coef_m8005<-coef(m8005)["(Intercept)"]
coef_m8006<-coef(m8006)["(Intercept)"]
coef_m8007<-coef(m8007)["(Intercept)"]
coef_m8008<-coef(m8008)["(Intercept)"]
coef_m8009<-coef(m8009)["(Intercept)"]
coef_m8010<-coef(m8010)["(Intercept)"]
coef_m8011<-coef(m8011)["(Intercept)"]
coef_m8012<-coef(m8012)["(Intercept)"]
coef_m8013<-coef(m8013)["(Intercept)"]
coef_m8014<-coef(m8014)["(Intercept)"]
coef_m8015<-coef(m8015)["(Intercept)"]
coef_m8016<-coef(m8016)["(Intercept)"]
coef_m8017<-coef(m8017)["(Intercept)"]
coef_m8018<-coef(m8018)["(Intercept)"]
coef_m8019<-coef(m8019)["(Intercept)"]
coef_m8020<-coef(m8020)["(Intercept)"]
coef_m8021<-coef(m8021)["(Intercept)"]
coef_m8022<-coef(m8022)["(Intercept)"]
coef_m8023<-coef(m8023)["(Intercept)"]
coef_m8024<-coef(m8024)["(Intercept)"]
coef_m8025<-coef(m8025)["(Intercept)"]
coef_m8026<-coef(m8026)["(Intercept)"]
coef_m8027<-coef(m8027)["(Intercept)"]
coef_m8028<-coef(m8028)["(Intercept)"]
coef_m8029<-coef(m8029)["(Intercept)"]
coef_m8030<-coef(m8030)["(Intercept)"]
coef_m8031<-coef(m8031)["(Intercept)"]
coef_m8032<-coef(m8032)["(Intercept)"]
coef_m8033<-coef(m8033)["(Intercept)"]
coef_m8034<-coef(m8034)["(Intercept)"]
coef_m8035<-coef(m8035)["(Intercept)"]
coef_m8036<-coef(m8036)["(Intercept)"]
coef_m8037<-coef(m8037)["(Intercept)"]
coef_m8038<-coef(m8038)["(Intercept)"]
coef_m8039<-coef(m8039)["(Intercept)"]
coef_m8040<-coef(m8040)["(Intercept)"]
coef_m8041<-coef(m8041)["(Intercept)"]
coef_m8042<-coef(m8042)["(Intercept)"]
coef_m8043<-coef(m8043)["(Intercept)"]
coef_m8044<-coef(m8044)["(Intercept)"]
coef_m8045<-coef(m8045)["(Intercept)"]
coef_m8046<-coef(m8046)["(Intercept)"]
coef_m8047<-coef(m8047)["(Intercept)"]
coef_m8048<-coef(m8048)["(Intercept)"]
coef_m8049<-coef(m8049)["(Intercept)"]
coef_m8050<-coef(m8050)["(Intercept)"]
coef_m8051<-coef(m8051)["(Intercept)"]
coef_m8052<-coef(m8052)["(Intercept)"]
coef_m8053<-coef(m8053)["(Intercept)"]
coef_m8054<-coef(m8054)["(Intercept)"]
coef_m8055<-coef(m8055)["(Intercept)"]
coef_m8056<-coef(m8056)["(Intercept)"]
coef_m8057<-coef(m8057)["(Intercept)"]
coef_m8058<-coef(m8058)["(Intercept)"]
coef_m8059<-coef(m8059)["(Intercept)"]
coef_m8060<-coef(m8060)["(Intercept)"]
coef_m8061<-coef(m8061)["(Intercept)"]
coef_m8062<-coef(m8062)["(Intercept)"]
coef_m8063<-coef(m8063)["(Intercept)"]
coef_m8064<-coef(m8064)["(Intercept)"]
coef_m8065<-coef(m8065)["(Intercept)"]
coef_m8066<-coef(m8066)["(Intercept)"]
coef_m8067<-coef(m8067)["(Intercept)"]
coef_m9000<-coef(m9000)["(Intercept)"]
coef_m9002<-coef(m9002)["(Intercept)"]
coef_m9003<-coef(m9003)["(Intercept)"]
coef_m9004<-coef(m9004)["(Intercept)"]
coef_m9005<-coef(m9005)["(Intercept)"]
coef_m9006<-coef(m9006)["(Intercept)"]
coef_m9007<-coef(m9007)["(Intercept)"]
coef_m9008<-coef(m9008)["(Intercept)"]
coef_m9009<-coef(m9009)["(Intercept)"]
coef_m9010<-coef(m9010)["(Intercept)"]
coef_m9011<-coef(m9011)["(Intercept)"]
coef_m9012<-coef(m9012)["(Intercept)"]
coef_m9013<-coef(m9013)["(Intercept)"]
coef_m9014<-coef(m9014)["(Intercept)"]
coef_m9015<-coef(m9015)["(Intercept)"]
coef_m9016<-coef(m9016)["(Intercept)"]
coef_m9017<-coef(m9017)["(Intercept)"]
coef_m10000<-coef(m10000)["(Intercept)"]
coef_m10001<-coef(m10001)["(Intercept)"]
coef_m10002<-coef(m10002)["(Intercept)"]
coef_m10003<-coef(m10003)["(Intercept)"]
coef_m10004<-coef(m10004)["(Intercept)"]
coef_m10005<-coef(m10005)["(Intercept)"]
coef_m10006<-coef(m10006)["(Intercept)"]
coef_m10007<-coef(m10007)["(Intercept)"]
coef_m10008<-coef(m10008)["(Intercept)"]
coef_m10009<-coef(m10009)["(Intercept)"]
coef_m10010<-coef(m10010)["(Intercept)"]
coef_m10011<-coef(m10011)["(Intercept)"]
coef_m10012<-coef(m10012)["(Intercept)"]
coef_m10013<-coef(m10013)["(Intercept)"]
coef_m10014<-coef(m10014)["(Intercept)"]
coef_m10015<-coef(m10015)["(Intercept)"]
coef_m10016<-coef(m10016)["(Intercept)"]
coef_m10017<-coef(m10017)["(Intercept)"]
coef_m10018<-coef(m10018)["(Intercept)"]
coef_m10019<-coef(m10019)["(Intercept)"]
coef_m10020<-coef(m10020)["(Intercept)"]
coef_m10021<-coef(m10021)["(Intercept)"]
coef_m10022<-coef(m10022)["(Intercept)"]
coef_m10023<-coef(m10023)["(Intercept)"]
coef_m10024<-coef(m10024)["(Intercept)"]
coef_m10025<-coef(m10025)["(Intercept)"]
coef_m10026<-coef(m10026)["(Intercept)"]
coef_m10027<-coef(m10027)["(Intercept)"]
coef_m10028<-coef(m10028)["(Intercept)"]
coef_m10029<-coef(m10029)["(Intercept)"]
coef_m10030<-coef(m10030)["(Intercept)"]
coef_m10031<-coef(m10031)["(Intercept)"]
coef_m10032<-coef(m10032)["(Intercept)"]
coef_m10033<-coef(m10033)["(Intercept)"]
coef_m10034<-coef(m10034)["(Intercept)"]
coef_m10035<-coef(m10035)["(Intercept)"]
coef_m10036<-coef(m10036)["(Intercept)"]
coef_m10037<-coef(m10037)["(Intercept)"]
coef_m10038<-coef(m10038)["(Intercept)"]
coef_m10039<-coef(m10039)["(Intercept)"]
coef_m11000<-coef(m11000)["(Intercept)"]
coef_m11001<-coef(m11001)["(Intercept)"]
coef_m11002<-coef(m11002)["(Intercept)"]
coef_m11003<-coef(m11003)["(Intercept)"]
coef_m11004<-coef(m11004)["(Intercept)"]
coef_m11005<-coef(m11005)["(Intercept)"]
coef_m11006<-coef(m11006)["(Intercept)"]
coef_m11007<-coef(m11007)["(Intercept)"]
coef_m11008<-coef(m11008)["(Intercept)"]
coef_m11009<-coef(m11009)["(Intercept)"]
coef_m11010<-coef(m11010)["(Intercept)"]
coef_m11011<-coef(m11011)["(Intercept)"]
coef_m11012<-coef(m11012)["(Intercept)"]
coef_m11013<-coef(m11013)["(Intercept)"]
coef_m11014<-coef(m11014)["(Intercept)"]
coef_m11015<-coef(m11015)["(Intercept)"]
coef_m11016<-coef(m11016)["(Intercept)"]
coef_m11017<-coef(m11017)["(Intercept)"]
coef_m11018<-coef(m11018)["(Intercept)"]
coef_m11019<-coef(m11019)["(Intercept)"]
coef_m11020<-coef(m11020)["(Intercept)"]
coef_m11021<-coef(m11021)["(Intercept)"]
coef_m11022<-coef(m11022)["(Intercept)"]
coef_m11023<-coef(m11023)["(Intercept)"]
coef_m11024<-coef(m11024)["(Intercept)"]
coef_m11025<-coef(m11025)["(Intercept)"]
coef_m11026<-coef(m11026)["(Intercept)"]
coef_m11027<-coef(m11027)["(Intercept)"]
coef_m11028<-coef(m11028)["(Intercept)"]
coef_m11029<-coef(m11029)["(Intercept)"]
coef_m11030<-coef(m11030)["(Intercept)"]
coef_m11031<-coef(m11031)["(Intercept)"]
coef_m11032<-coef(m11032)["(Intercept)"]
coef_m11033<-coef(m11033)["(Intercept)"]
coef_m11034<-coef(m11034)["(Intercept)"]
coef_m11035<-coef(m11035)["(Intercept)"]
coef_m11036<-coef(m11036)["(Intercept)"]
coef_m11037<-coef(m11037)["(Intercept)"]
coef_m11038<-coef(m11038)["(Intercept)"]
coef_m11039<-coef(m11039)["(Intercept)"]
coef_m11040<-coef(m11040)["(Intercept)"]
coef_m11041<-coef(m11041)["(Intercept)"]
coef_m11042<-coef(m11042)["(Intercept)"]
coef_m11043<-coef(m11043)["(Intercept)"]
coef_m11044<-coef(m11044)["(Intercept)"]
coef_m11045<-coef(m11045)["(Intercept)"]
coef_m11046<-coef(m11046)["(Intercept)"]
coef_m12000<-coef(m12000)["(Intercept)"]
coef_m12001<-coef(m12001)["(Intercept)"]
coef_m12002<-coef(m12002)["(Intercept)"]
coef_m12003<-coef(m12003)["(Intercept)"]
coef_m12004<-coef(m12004)["(Intercept)"]
coef_m12005<-coef(m12005)["(Intercept)"]
coef_m12006<-coef(m12006)["(Intercept)"]
coef_m12007<-coef(m12007)["(Intercept)"]
coef_m12008<-coef(m12008)["(Intercept)"]
coef_m12009<-coef(m12009)["(Intercept)"]
coef_m12010<-coef(m12010)["(Intercept)"]
coef_m12011<-coef(m12011)["(Intercept)"]
coef_m12012<-coef(m12012)["(Intercept)"]
coef_m12013<-coef(m12013)["(Intercept)"]
coef_m12014<-coef(m12014)["(Intercept)"]
coef_m12015<-coef(m12015)["(Intercept)"]
coef_m12016<-coef(m12016)["(Intercept)"]
coef_m12017<-coef(m12017)["(Intercept)"]
coef_m12018<-coef(m12018)["(Intercept)"]
coef_m12019<-coef(m12019)["(Intercept)"]
coef_m12020<-coef(m12020)["(Intercept)"]
coef_m12021<-coef(m12021)["(Intercept)"]
coef_m12022<-coef(m12022)["(Intercept)"]
coef_m12023<-coef(m12023)["(Intercept)"]
coef_m12024<-coef(m12024)["(Intercept)"]
coef_m12025<-coef(m12025)["(Intercept)"]
coef_m12026<-coef(m12026)["(Intercept)"]
coef_m12027<-coef(m12027)["(Intercept)"]
coef_m12028<-coef(m12028)["(Intercept)"]
coef_m12029<-coef(m12029)["(Intercept)"]
coef_m12030<-coef(m12030)["(Intercept)"]
coef_m12031<-coef(m12031)["(Intercept)"]
coef_m12032<-coef(m12032)["(Intercept)"]
coef_m12033<-coef(m12033)["(Intercept)"]
coef_m12034<-coef(m12034)["(Intercept)"]
coef_m12035<-coef(m12035)["(Intercept)"]
coef_m12036<-coef(m12036)["(Intercept)"]
coef_m12037<-coef(m12037)["(Intercept)"]
coef_m12038<-coef(m12038)["(Intercept)"]
coef_m12039<-coef(m12039)["(Intercept)"]
coef_m12040<-coef(m12040)["(Intercept)"]
coef_m12041<-coef(m12041)["(Intercept)"]
coef_m12042<-coef(m12042)["(Intercept)"]
coef_m12043<-coef(m12043)["(Intercept)"]
coef_m12044<-coef(m12044)["(Intercept)"]
coef_m12045<-coef(m12045)["(Intercept)"]
coef_m12046<-coef(m12046)["(Intercept)"]
coef_m12047<-coef(m12047)["(Intercept)"]
coef_m12048<-coef(m12048)["(Intercept)"]
coef_m12049<-coef(m12049)["(Intercept)"]
coef_m12050<-coef(m12050)["(Intercept)"]
coef_m12051<-coef(m12051)["(Intercept)"]
coef_m12052<-coef(m12052)["(Intercept)"]
coef_m12053<-coef(m12053)["(Intercept)"]
coef_m12054<-coef(m12054)["(Intercept)"]
coef_m12055<-coef(m12055)["(Intercept)"]
coef_m12056<-coef(m12056)["(Intercept)"]
coef_m12057<-coef(m12057)["(Intercept)"]
coef_m12058<-coef(m12058)["(Intercept)"]
coef_m12059<-coef(m12059)["(Intercept)"]
coef_m12060<-coef(m12060)["(Intercept)"]
coef_m12061<-coef(m12061)["(Intercept)"]
coef_m12062<-coef(m12062)["(Intercept)"]
coef_m12063<-coef(m12063)["(Intercept)"]
coef_m12064<-coef(m12064)["(Intercept)"]
coef_m12065<-coef(m12065)["(Intercept)"]
coef_m12066<-coef(m12066)["(Intercept)"]
coef_m12067<-coef(m12067)["(Intercept)"]
coef_m12068<-coef(m12068)["(Intercept)"]
coef_m12069<-coef(m12069)["(Intercept)"]
coef_m12070<-coef(m12070)["(Intercept)"]
coef_m12071<-coef(m12071)["(Intercept)"]
coef_m12072<-coef(m12072)["(Intercept)"]
coef_m12073<-coef(m12073)["(Intercept)"]
coef_m12074<-coef(m12074)["(Intercept)"]
coef_m12075<-coef(m12075)["(Intercept)"]
coef_m12076<-coef(m12076)["(Intercept)"]
coef_m12077<-coef(m12077)["(Intercept)"]
coef_m12078<-coef(m12078)["(Intercept)"]
coef_m12079<-coef(m12079)["(Intercept)"]
coef_m12080<-coef(m12080)["(Intercept)"]
coef_m12081<-coef(m12081)["(Intercept)"]
coef_m13000<-coef(m13000)["(Intercept)"]
coef_m13001<-coef(m13001)["(Intercept)"]
coef_m13002<-coef(m13002)["(Intercept)"]
coef_m13003<-coef(m13003)["(Intercept)"]
coef_m13004<-coef(m13004)["(Intercept)"]
coef_m13005<-coef(m13005)["(Intercept)"]
coef_m13006<-coef(m13006)["(Intercept)"]
coef_m13007<-coef(m13007)["(Intercept)"]
coef_m13008<-coef(m13008)["(Intercept)"]
coef_m13009<-coef(m13009)["(Intercept)"]
coef_m13010<-coef(m13010)["(Intercept)"]
coef_m13011<-coef(m13011)["(Intercept)"]
coef_m13012<-coef(m13012)["(Intercept)"]
coef_m13013<-coef(m13013)["(Intercept)"]
coef_m13014<-coef(m13014)["(Intercept)"]
coef_m13015<-coef(m13015)["(Intercept)"]
coef_m13016<-coef(m13016)["(Intercept)"]
coef_m13017<-coef(m13017)["(Intercept)"]
coef_m13018<-coef(m13018)["(Intercept)"]
coef_m13019<-coef(m13019)["(Intercept)"]
coef_m13020<-coef(m13020)["(Intercept)"]
coef_m13021<-coef(m13021)["(Intercept)"]
coef_m13022<-coef(m13022)["(Intercept)"]
coef_m13023<-coef(m13023)["(Intercept)"]
coef_m13024<-coef(m13024)["(Intercept)"]
coef_m13025<-coef(m13025)["(Intercept)"]
coef_m13026<-coef(m13026)["(Intercept)"]
coef_m13027<-coef(m13027)["(Intercept)"]
coef_m13028<-coef(m13028)["(Intercept)"]
coef_m13029<-coef(m13029)["(Intercept)"]
coef_m13030<-coef(m13030)["(Intercept)"]
coef_m13031<-coef(m13031)["(Intercept)"]
coef_m13032<-coef(m13032)["(Intercept)"]
coef_m13033<-coef(m13033)["(Intercept)"]
coef_m13034<-coef(m13034)["(Intercept)"]
coef_m13035<-coef(m13035)["(Intercept)"]
coef_m13036<-coef(m13036)["(Intercept)"]
coef_m13037<-coef(m13037)["(Intercept)"]
coef_m13038<-coef(m13038)["(Intercept)"]
coef_m13039<-coef(m13039)["(Intercept)"]
coef_m13040<-coef(m13040)["(Intercept)"]
coef_m13041<-coef(m13041)["(Intercept)"]
coef_m13042<-coef(m13042)["(Intercept)"]
coef_m13043<-coef(m13043)["(Intercept)"]
coef_m13044<-coef(m13044)["(Intercept)"]
coef_m13045<-coef(m13045)["(Intercept)"]
coef_m13046<-coef(m13046)["(Intercept)"]
coef_m13047<-coef(m13047)["(Intercept)"]
coef_m13048<-coef(m13048)["(Intercept)"]
coef_m13049<-coef(m13049)["(Intercept)"]
coef_m13050<-coef(m13050)["(Intercept)"]
coef_m13051<-coef(m13051)["(Intercept)"]
coef_m13052<-coef(m13052)["(Intercept)"]
coef_m13053<-coef(m13053)["(Intercept)"]
coef_m13054<-coef(m13054)["(Intercept)"]
coef_m13055<-coef(m13055)["(Intercept)"]
coef_m13056<-coef(m13056)["(Intercept)"]
coef_m13057<-coef(m13057)["(Intercept)"]
coef_m13058<-coef(m13058)["(Intercept)"]
coef_m13059<-coef(m13059)["(Intercept)"]
coef_m13060<-coef(m13060)["(Intercept)"]
coef_m13061<-coef(m13061)["(Intercept)"]
coef_m13062<-coef(m13062)["(Intercept)"]
coef_m13063<-coef(m13063)["(Intercept)"]
coef_m13064<-coef(m13064)["(Intercept)"]
coef_m13065<-coef(m13065)["(Intercept)"]
coef_m13066<-coef(m13066)["(Intercept)"]
coef_m13067<-coef(m13067)["(Intercept)"]
coef_m13068<-coef(m13068)["(Intercept)"]
coef_m13069<-coef(m13069)["(Intercept)"]
coef_m13070<-coef(m13070)["(Intercept)"]
coef_m13071<-coef(m13071)["(Intercept)"]
coef_m13072<-coef(m13072)["(Intercept)"]
coef_m13073<-coef(m13073)["(Intercept)"]
coef_m13074<-coef(m13074)["(Intercept)"]
coef_m13075<-coef(m13075)["(Intercept)"]
coef_m13076<-coef(m13076)["(Intercept)"]
coef_m13077<-coef(m13077)["(Intercept)"]
coef_m13078<-coef(m13078)["(Intercept)"]
coef_m13079<-coef(m13079)["(Intercept)"]
coef_m13080<-coef(m13080)["(Intercept)"]
coef_m13081<-coef(m13081)["(Intercept)"]
coef_m13082<-coef(m13082)["(Intercept)"]
coef_m13083<-coef(m13083)["(Intercept)"]
coef_m13084<-coef(m13084)["(Intercept)"]
coef_m14000<-coef(m14000)["(Intercept)"]
coef_m14001<-coef(m14001)["(Intercept)"]
coef_m14002<-coef(m14002)["(Intercept)"]
coef_m14003<-coef(m14003)["(Intercept)"]
coef_m14004<-coef(m14004)["(Intercept)"]
coef_m14005<-coef(m14005)["(Intercept)"]
coef_m14006<-coef(m14006)["(Intercept)"]
coef_m14007<-coef(m14007)["(Intercept)"]
coef_m14008<-coef(m14008)["(Intercept)"]
coef_m14009<-coef(m14009)["(Intercept)"]
coef_m14010<-coef(m14010)["(Intercept)"]
coef_m14011<-coef(m14011)["(Intercept)"]
coef_m14012<-coef(m14012)["(Intercept)"]
coef_m14013<-coef(m14013)["(Intercept)"]
coef_m14014<-coef(m14014)["(Intercept)"]
coef_m14015<-coef(m14015)["(Intercept)"]
coef_m14016<-coef(m14016)["(Intercept)"]
coef_m14017<-coef(m14017)["(Intercept)"]
coef_m14018<-coef(m14018)["(Intercept)"]
coef_m14019<-coef(m14019)["(Intercept)"]
coef_m14020<-coef(m14020)["(Intercept)"]
coef_m14021<-coef(m14021)["(Intercept)"]
coef_m14022<-coef(m14022)["(Intercept)"]
coef_m14023<-coef(m14023)["(Intercept)"]
coef_m14024<-coef(m14024)["(Intercept)"]
coef_m14025<-coef(m14025)["(Intercept)"]
coef_m14026<-coef(m14026)["(Intercept)"]
coef_m14027<-coef(m14027)["(Intercept)"]
coef_m14028<-coef(m14028)["(Intercept)"]
coef_m14029<-coef(m14029)["(Intercept)"]
coef_m14030<-coef(m14030)["(Intercept)"]
coef_m14031<-coef(m14031)["(Intercept)"]
coef_m14032<-coef(m14032)["(Intercept)"]
coef_m14033<-coef(m14033)["(Intercept)"]
coef_m14034<-coef(m14034)["(Intercept)"]
coef_m14035<-coef(m14035)["(Intercept)"]
coef_m14036<-coef(m14036)["(Intercept)"]
coef_m14037<-coef(m14037)["(Intercept)"]
coef_m14038<-coef(m14038)["(Intercept)"]
coef_m14039<-coef(m14039)["(Intercept)"]
coef_m14040<-coef(m14040)["(Intercept)"]
coef_m14041<-coef(m14041)["(Intercept)"]
coef_m14042<-coef(m14042)["(Intercept)"]
coef_m14043<-coef(m14043)["(Intercept)"]
coef_m14044<-coef(m14044)["(Intercept)"]
coef_m14045<-coef(m14045)["(Intercept)"]
coef_m14046<-coef(m14046)["(Intercept)"]
coef_m14047<-coef(m14047)["(Intercept)"]
coef_m14048<-coef(m14048)["(Intercept)"]
coef_m14049<-coef(m14049)["(Intercept)"]
coef_m14050<-coef(m14050)["(Intercept)"]
coef_m14051<-coef(m14051)["(Intercept)"]
coef_m14052<-coef(m14052)["(Intercept)"]
coef_m14053<-coef(m14053)["(Intercept)"]
coef_m14054<-coef(m14054)["(Intercept)"]
coef_m14055<-coef(m14055)["(Intercept)"]
coef_m14056<-coef(m14056)["(Intercept)"]
coef_m14057<-coef(m14057)["(Intercept)"]
coef_m14058<-coef(m14058)["(Intercept)"]
coef_m14059<-coef(m14059)["(Intercept)"]
coef_m14060<-coef(m14060)["(Intercept)"]
coef_m14061<-coef(m14061)["(Intercept)"]
coef_m14062<-coef(m14062)["(Intercept)"]
coef_m14063<-coef(m14063)["(Intercept)"]
coef_m14064<-coef(m14064)["(Intercept)"]
coef_m14065<-coef(m14065)["(Intercept)"]
coef_m14066<-coef(m14066)["(Intercept)"]
coef_m14067<-coef(m14067)["(Intercept)"]
coef_m14068<-coef(m14068)["(Intercept)"]
coef_m14069<-coef(m14069)["(Intercept)"]
coef_m14070<-coef(m14070)["(Intercept)"]
coef_m14071<-coef(m14071)["(Intercept)"]
coef_m14072<-coef(m14072)["(Intercept)"]
coef_m14073<-coef(m14073)["(Intercept)"]
coef_m14074<-coef(m14074)["(Intercept)"]
coef_m14075<-coef(m14075)["(Intercept)"]
coef_m14076<-coef(m14076)["(Intercept)"]
coef_m14077<-coef(m14077)["(Intercept)"]
coef_m14078<-coef(m14078)["(Intercept)"]
coef_m14079<-coef(m14079)["(Intercept)"]
coef_m14080<-coef(m14080)["(Intercept)"]
coef_m14081<-coef(m14081)["(Intercept)"]
coef_m14082<-coef(m14082)["(Intercept)"]
coef_m14083<-coef(m14083)["(Intercept)"]
coef_m14084<-coef(m14084)["(Intercept)"]
coef_m14085<-coef(m14085)["(Intercept)"]
coef_m14086<-coef(m14086)["(Intercept)"]
coef_m14087<-coef(m14087)["(Intercept)"]
coef_m14088<-coef(m14088)["(Intercept)"]
coef_m14089<-coef(m14089)["(Intercept)"]
coef_m14090<-coef(m14090)["(Intercept)"]
coef_m14091<-coef(m14091)["(Intercept)"]
coef_m14092<-coef(m14092)["(Intercept)"]
coef_m14093<-coef(m14093)["(Intercept)"]
coef_m14094<-coef(m14094)["(Intercept)"]
coef_m14095<-coef(m14095)["(Intercept)"]
coef_m14096<-coef(m14096)["(Intercept)"]
coef_m14097<-coef(m14097)["(Intercept)"]
coef_m14098<-coef(m14098)["(Intercept)"]
coef_m14099<-coef(m14099)["(Intercept)"]
coef_m14100<-coef(m14100)["(Intercept)"]
coef_m14101<-coef(m14101)["(Intercept)"]
coef_m14102<-coef(m14102)["(Intercept)"]
coef_m14103<-coef(m14103)["(Intercept)"]
coef_m14104<-coef(m14104)["(Intercept)"]
coef_m14105<-coef(m14105)["(Intercept)"]
coef_m14106<-coef(m14106)["(Intercept)"]
coef_m14107<-coef(m14107)["(Intercept)"]
coef_m14108<-coef(m14108)["(Intercept)"]
coef_m14109<-coef(m14109)["(Intercept)"]
coef_m14110<-coef(m14110)["(Intercept)"]
coef_m14111<-coef(m14111)["(Intercept)"]
coef_m14112<-coef(m14112)["(Intercept)"]
coef_m14113<-coef(m14113)["(Intercept)"]
coef_m14114<-coef(m14114)["(Intercept)"]
coef_m14115<-coef(m14115)["(Intercept)"]
coef_m14116<-coef(m14116)["(Intercept)"]
coef_m14117<-coef(m14117)["(Intercept)"]
coef_m14118<-coef(m14118)["(Intercept)"]
coef_m14119<-coef(m14119)["(Intercept)"]
coef_m14120<-coef(m14120)["(Intercept)"]
coef_m14121<-coef(m14121)["(Intercept)"]
coef_m14122<-coef(m14122)["(Intercept)"]
coef_m14123<-coef(m14123)["(Intercept)"]
coef_m14124<-coef(m14124)["(Intercept)"]
coef_m14125<-coef(m14125)["(Intercept)"]
coef_m15000<-coef(m15000)["(Intercept)"]
coef_m15001<-coef(m15001)["(Intercept)"]
coef_m15002<-coef(m15002)["(Intercept)"]
coef_m15003<-coef(m15003)["(Intercept)"]
coef_m15004<-coef(m15004)["(Intercept)"]
coef_m15005<-coef(m15005)["(Intercept)"]
coef_m15006<-coef(m15006)["(Intercept)"]
coef_m15007<-coef(m15007)["(Intercept)"]
coef_m15008<-coef(m15008)["(Intercept)"]
coef_m15009<-coef(m15009)["(Intercept)"]
coef_m15010<-coef(m15010)["(Intercept)"]
coef_m15011<-coef(m15011)["(Intercept)"]
coef_m15012<-coef(m15012)["(Intercept)"]
coef_m15013<-coef(m15013)["(Intercept)"]
coef_m15014<-coef(m15014)["(Intercept)"]
coef_m15015<-coef(m15015)["(Intercept)"]
coef_m15016<-coef(m15016)["(Intercept)"]
coef_m15017<-coef(m15017)["(Intercept)"]
coef_m15018<-coef(m15018)["(Intercept)"]
coef_m15019<-coef(m15019)["(Intercept)"]
coef_m15020<-coef(m15020)["(Intercept)"]
coef_m15021<-coef(m15021)["(Intercept)"]
coef_m15022<-coef(m15022)["(Intercept)"]
coef_m15023<-coef(m15023)["(Intercept)"]
coef_m15024<-coef(m15024)["(Intercept)"]
coef_m15025<-coef(m15025)["(Intercept)"]
coef_m15026<-coef(m15026)["(Intercept)"]
coef_m15027<-coef(m15027)["(Intercept)"]
coef_m15028<-coef(m15028)["(Intercept)"]
coef_m15029<-coef(m15029)["(Intercept)"]
coef_m15030<-coef(m15030)["(Intercept)"]
coef_m15031<-coef(m15031)["(Intercept)"]
coef_m15032<-coef(m15032)["(Intercept)"]
coef_m15033<-coef(m15033)["(Intercept)"]
coef_m15034<-coef(m15034)["(Intercept)"]
coef_m15035<-coef(m15035)["(Intercept)"]
coef_m15036<-coef(m15036)["(Intercept)"]
coef_m15037<-coef(m15037)["(Intercept)"]
coef_m15038<-coef(m15038)["(Intercept)"]
coef_m15039<-coef(m15039)["(Intercept)"]
coef_m15040<-coef(m15040)["(Intercept)"]
coef_m15041<-coef(m15041)["(Intercept)"]
coef_m15042<-coef(m15042)["(Intercept)"]
coef_m15043<-coef(m15043)["(Intercept)"]
coef_m15044<-coef(m15044)["(Intercept)"]
coef_m15045<-coef(m15045)["(Intercept)"]
coef_m15046<-coef(m15046)["(Intercept)"]
coef_m15047<-coef(m15047)["(Intercept)"]
coef_m15048<-coef(m15048)["(Intercept)"]
coef_m15049<-coef(m15049)["(Intercept)"]
coef_m15050<-coef(m15050)["(Intercept)"]
coef_m15051<-coef(m15051)["(Intercept)"]
coef_m15052<-coef(m15052)["(Intercept)"]
coef_m15053<-coef(m15053)["(Intercept)"]
coef_m15054<-coef(m15054)["(Intercept)"]
coef_m15055<-coef(m15055)["(Intercept)"]
coef_m15056<-coef(m15056)["(Intercept)"]
coef_m15057<-coef(m15057)["(Intercept)"]
coef_m15058<-coef(m15058)["(Intercept)"]
coef_m15059<-coef(m15059)["(Intercept)"]
coef_m15060<-coef(m15060)["(Intercept)"]
coef_m15061<-coef(m15061)["(Intercept)"]
coef_m15062<-coef(m15062)["(Intercept)"]
coef_m15063<-coef(m15063)["(Intercept)"]
coef_m15064<-coef(m15064)["(Intercept)"]
coef_m15065<-coef(m15065)["(Intercept)"]
coef_m15066<-coef(m15066)["(Intercept)"]
coef_m15067<-coef(m15067)["(Intercept)"]
coef_m15068<-coef(m15068)["(Intercept)"]
coef_m15069<-coef(m15069)["(Intercept)"]
coef_m15070<-coef(m15070)["(Intercept)"]
coef_m15071<-coef(m15071)["(Intercept)"]
coef_m15072<-coef(m15072)["(Intercept)"]
coef_m15073<-coef(m15073)["(Intercept)"]
coef_m15074<-coef(m15074)["(Intercept)"]
coef_m15075<-coef(m15075)["(Intercept)"]
coef_m15076<-coef(m15076)["(Intercept)"]
coef_m15077<-coef(m15077)["(Intercept)"]
coef_m15078<-coef(m15078)["(Intercept)"]
coef_m15079<-coef(m15079)["(Intercept)"]
coef_m15080<-coef(m15080)["(Intercept)"]
coef_m15081<-coef(m15081)["(Intercept)"]
coef_m15082<-coef(m15082)["(Intercept)"]
coef_m15083<-coef(m15083)["(Intercept)"]
coef_m15084<-coef(m15084)["(Intercept)"]
coef_m15085<-coef(m15085)["(Intercept)"]
coef_m15086<-coef(m15086)["(Intercept)"]
coef_m15087<-coef(m15087)["(Intercept)"]
coef_m15088<-coef(m15088)["(Intercept)"]
coef_m15089<-coef(m15089)["(Intercept)"]
coef_m15090<-coef(m15090)["(Intercept)"]
coef_m15091<-coef(m15091)["(Intercept)"]
coef_m15092<-coef(m15092)["(Intercept)"]
coef_m15093<-coef(m15093)["(Intercept)"]
coef_m15094<-coef(m15094)["(Intercept)"]
coef_m15095<-coef(m15095)["(Intercept)"]
coef_m15096<-coef(m15096)["(Intercept)"]
coef_m15097<-coef(m15097)["(Intercept)"]
coef_m15098<-coef(m15098)["(Intercept)"]
coef_m15099<-coef(m15099)["(Intercept)"]
coef_m15100<-coef(m15100)["(Intercept)"]
coef_m15101<-coef(m15101)["(Intercept)"]
coef_m15102<-coef(m15102)["(Intercept)"]
coef_m15103<-coef(m15103)["(Intercept)"]
coef_m15104<-coef(m15104)["(Intercept)"]
coef_m15105<-coef(m15105)["(Intercept)"]
coef_m15106<-coef(m15106)["(Intercept)"]
coef_m15107<-coef(m15107)["(Intercept)"]
coef_m15108<-coef(m15108)["(Intercept)"]
coef_m15109<-coef(m15109)["(Intercept)"]
coef_m15110<-coef(m15110)["(Intercept)"]
coef_m15111<-coef(m15111)["(Intercept)"]
coef_m15112<-coef(m15112)["(Intercept)"]
coef_m15113<-coef(m15113)["(Intercept)"]
coef_m15114<-coef(m15114)["(Intercept)"]
coef_m15115<-coef(m15115)["(Intercept)"]
coef_m15116<-coef(m15116)["(Intercept)"]
coef_m15117<-coef(m15117)["(Intercept)"]
coef_m15118<-coef(m15118)["(Intercept)"]
coef_m15119<-coef(m15119)["(Intercept)"]
coef_m15120<-coef(m15120)["(Intercept)"]
coef_m15121<-coef(m15121)["(Intercept)"]
coef_m15122<-coef(m15122)["(Intercept)"]
coef_m15123<-coef(m15123)["(Intercept)"]
coef_m15124<-coef(m15124)["(Intercept)"]
coef_m15125<-coef(m15125)["(Intercept)"]
coef_m16000<-coef(m16000)["(Intercept)"]
coef_m16001<-coef(m16001)["(Intercept)"]
coef_m16002<-coef(m16002)["(Intercept)"]
coef_m16003<-coef(m16003)["(Intercept)"]
coef_m16004<-coef(m16004)["(Intercept)"]
coef_m16005<-coef(m16005)["(Intercept)"]
coef_m16006<-coef(m16006)["(Intercept)"]
coef_m16007<-coef(m16007)["(Intercept)"]
coef_m16008<-coef(m16008)["(Intercept)"]
coef_m16009<-coef(m16009)["(Intercept)"]
coef_m16010<-coef(m16010)["(Intercept)"]
coef_m16011<-coef(m16011)["(Intercept)"]
coef_m16012<-coef(m16012)["(Intercept)"]
coef_m16013<-coef(m16013)["(Intercept)"]
coef_m16014<-coef(m16014)["(Intercept)"]
coef_m16015<-coef(m16015)["(Intercept)"]
coef_m16016<-coef(m16016)["(Intercept)"]
coef_m16017<-coef(m16017)["(Intercept)"]
coef_m16018<-coef(m16018)["(Intercept)"]
coef_m16019<-coef(m16019)["(Intercept)"]
coef_m16020<-coef(m16020)["(Intercept)"]
coef_m16021<-coef(m16021)["(Intercept)"]
coef_m16022<-coef(m16022)["(Intercept)"]
coef_m16023<-coef(m16023)["(Intercept)"]
coef_m16024<-coef(m16024)["(Intercept)"]
coef_m16025<-coef(m16025)["(Intercept)"]
coef_m16026<-coef(m16026)["(Intercept)"]
coef_m16027<-coef(m16027)["(Intercept)"]
coef_m16028<-coef(m16028)["(Intercept)"]
coef_m16029<-coef(m16029)["(Intercept)"]
coef_m16030<-coef(m16030)["(Intercept)"]
coef_m16031<-coef(m16031)["(Intercept)"]
coef_m16032<-coef(m16032)["(Intercept)"]
coef_m16033<-coef(m16033)["(Intercept)"]
coef_m16034<-coef(m16034)["(Intercept)"]
coef_m16035<-coef(m16035)["(Intercept)"]
coef_m16036<-coef(m16036)["(Intercept)"]
coef_m16037<-coef(m16037)["(Intercept)"]
coef_m16038<-coef(m16038)["(Intercept)"]
coef_m16039<-coef(m16039)["(Intercept)"]
coef_m16040<-coef(m16040)["(Intercept)"]
coef_m16041<-coef(m16041)["(Intercept)"]
coef_m16042<-coef(m16042)["(Intercept)"]
coef_m16043<-coef(m16043)["(Intercept)"]
coef_m16044<-coef(m16044)["(Intercept)"]
coef_m16045<-coef(m16045)["(Intercept)"]
coef_m16046<-coef(m16046)["(Intercept)"]
coef_m16047<-coef(m16047)["(Intercept)"]
coef_m16048<-coef(m16048)["(Intercept)"]
coef_m16049<-coef(m16049)["(Intercept)"]
coef_m16050<-coef(m16050)["(Intercept)"]
coef_m16051<-coef(m16051)["(Intercept)"]
coef_m16052<-coef(m16052)["(Intercept)"]
coef_m16053<-coef(m16053)["(Intercept)"]
coef_m16054<-coef(m16054)["(Intercept)"]
coef_m16055<-coef(m16055)["(Intercept)"]
coef_m16056<-coef(m16056)["(Intercept)"]
coef_m16057<-coef(m16057)["(Intercept)"]
coef_m16058<-coef(m16058)["(Intercept)"]
coef_m16059<-coef(m16059)["(Intercept)"]
coef_m16060<-coef(m16060)["(Intercept)"]
coef_m16061<-coef(m16061)["(Intercept)"]
coef_m16062<-coef(m16062)["(Intercept)"]
coef_m16063<-coef(m16063)["(Intercept)"]
coef_m16064<-coef(m16064)["(Intercept)"]
coef_m16065<-coef(m16065)["(Intercept)"]
coef_m16066<-coef(m16066)["(Intercept)"]
coef_m16067<-coef(m16067)["(Intercept)"]
coef_m16068<-coef(m16068)["(Intercept)"]
coef_m16069<-coef(m16069)["(Intercept)"]
coef_m16070<-coef(m16070)["(Intercept)"]
coef_m16071<-coef(m16071)["(Intercept)"]
coef_m16072<-coef(m16072)["(Intercept)"]
coef_m16073<-coef(m16073)["(Intercept)"]
coef_m16074<-coef(m16074)["(Intercept)"]
coef_m16075<-coef(m16075)["(Intercept)"]
coef_m16076<-coef(m16076)["(Intercept)"]
coef_m16077<-coef(m16077)["(Intercept)"]
coef_m16078<-coef(m16078)["(Intercept)"]
coef_m16079<-coef(m16079)["(Intercept)"]
coef_m16080<-coef(m16080)["(Intercept)"]
coef_m16081<-coef(m16081)["(Intercept)"]
coef_m16082<-coef(m16082)["(Intercept)"]
coef_m16083<-coef(m16083)["(Intercept)"]
coef_m16084<-coef(m16084)["(Intercept)"]
coef_m16085<-coef(m16085)["(Intercept)"]
coef_m16086<-coef(m16086)["(Intercept)"]
coef_m16087<-coef(m16087)["(Intercept)"]
coef_m16088<-coef(m16088)["(Intercept)"]
coef_m16089<-coef(m16089)["(Intercept)"]
coef_m16090<-coef(m16090)["(Intercept)"]
coef_m16091<-coef(m16091)["(Intercept)"]
coef_m16092<-coef(m16092)["(Intercept)"]
coef_m16093<-coef(m16093)["(Intercept)"]
coef_m16094<-coef(m16094)["(Intercept)"]
coef_m16095<-coef(m16095)["(Intercept)"]
coef_m16096<-coef(m16096)["(Intercept)"]
coef_m16097<-coef(m16097)["(Intercept)"]
coef_m16098<-coef(m16098)["(Intercept)"]
coef_m16099<-coef(m16099)["(Intercept)"]
coef_m16100<-coef(m16100)["(Intercept)"]
coef_m16101<-coef(m16101)["(Intercept)"]
coef_m16102<-coef(m16102)["(Intercept)"]
coef_m16103<-coef(m16103)["(Intercept)"]
coef_m16104<-coef(m16104)["(Intercept)"]
coef_m16105<-coef(m16105)["(Intercept)"]
coef_m16106<-coef(m16106)["(Intercept)"]
coef_m16107<-coef(m16107)["(Intercept)"]
coef_m16108<-coef(m16108)["(Intercept)"]
coef_m16109<-coef(m16109)["(Intercept)"]
coef_m16110<-coef(m16110)["(Intercept)"]
coef_m16111<-coef(m16111)["(Intercept)"]
coef_m16112<-coef(m16112)["(Intercept)"]
coef_m16113<-coef(m16113)["(Intercept)"]
coef_m17000<-coef(m17000)["(Intercept)"]
coef_m17001<-coef(m17001)["(Intercept)"]
coef_m17002<-coef(m17002)["(Intercept)"]
coef_m17003<-coef(m17003)["(Intercept)"]
coef_m17004<-coef(m17004)["(Intercept)"]
coef_m17005<-coef(m17005)["(Intercept)"]
coef_m17006<-coef(m17006)["(Intercept)"]
coef_m17007<-coef(m17007)["(Intercept)"]
coef_m17008<-coef(m17008)["(Intercept)"]
coef_m17009<-coef(m17009)["(Intercept)"]
coef_m17010<-coef(m17010)["(Intercept)"]
coef_m17011<-coef(m17011)["(Intercept)"]
coef_m17012<-coef(m17012)["(Intercept)"]
coef_m17013<-coef(m17013)["(Intercept)"]
coef_m17014<-coef(m17014)["(Intercept)"]
coef_m17015<-coef(m17015)["(Intercept)"]
coef_m17016<-coef(m17016)["(Intercept)"]
coef_m17017<-coef(m17017)["(Intercept)"]
coef_m17018<-coef(m17018)["(Intercept)"]
coef_m17019<-coef(m17019)["(Intercept)"]
coef_m17020<-coef(m17020)["(Intercept)"]
coef_m17021<-coef(m17021)["(Intercept)"]
coef_m17022<-coef(m17022)["(Intercept)"]
coef_m17023<-coef(m17023)["(Intercept)"]
coef_m17024<-coef(m17024)["(Intercept)"]
coef_m17025<-coef(m17025)["(Intercept)"]
coef_m17026<-coef(m17026)["(Intercept)"]
coef_m17027<-coef(m17027)["(Intercept)"]
coef_m17028<-coef(m17028)["(Intercept)"]
coef_m17029<-coef(m17029)["(Intercept)"]
coef_m17030<-coef(m17030)["(Intercept)"]
coef_m17031<-coef(m17031)["(Intercept)"]
coef_m17032<-coef(m17032)["(Intercept)"]
coef_m17033<-coef(m17033)["(Intercept)"]
coef_m18000<-coef(m18000)["(Intercept)"]
coef_m18001<-coef(m18001)["(Intercept)"]
coef_m18002<-coef(m18002)["(Intercept)"]
coef_m18003<-coef(m18003)["(Intercept)"]
coef_m18004<-coef(m18004)["(Intercept)"]
coef_m18005<-coef(m18005)["(Intercept)"]
coef_m18006<-coef(m18006)["(Intercept)"]
coef_m18007<-coef(m18007)["(Intercept)"]
coef_m18008<-coef(m18008)["(Intercept)"]
coef_m18009<-coef(m18009)["(Intercept)"]
coef_m18010<-coef(m18010)["(Intercept)"]
coef_m18011<-coef(m18011)["(Intercept)"]
coef_m18012<-coef(m18012)["(Intercept)"]
coef_m18013<-coef(m18013)["(Intercept)"]
coef_m18014<-coef(m18014)["(Intercept)"]
coef_m18015<-coef(m18015)["(Intercept)"]
coef_m18016<-coef(m18016)["(Intercept)"]
coef_m18017<-coef(m18017)["(Intercept)"]
coef_m18018<-coef(m18018)["(Intercept)"]
coef_m18019<-coef(m18019)["(Intercept)"]
coef_m18020<-coef(m18020)["(Intercept)"]
coef_m19000<-coef(m19000)["(Intercept)"]
coef_m19001<-coef(m19001)["(Intercept)"]
coef_m19002<-coef(m19002)["(Intercept)"]
coef_m19003<-coef(m19003)["(Intercept)"]
coef_m19004<-coef(m19004)["(Intercept)"]
coef_m19005<-coef(m19005)["(Intercept)"]
coef_m19006<-coef(m19006)["(Intercept)"]
coef_m19007<-coef(m19007)["(Intercept)"]
coef_m19008<-coef(m19008)["(Intercept)"]
coef_m19009<-coef(m19009)["(Intercept)"]
coef_m19010<-coef(m19010)["(Intercept)"]
coef_m19011<-coef(m19011)["(Intercept)"]
coef_m19012<-coef(m19012)["(Intercept)"]
coef_m19013<-coef(m19013)["(Intercept)"]
coef_m19014<-coef(m19014)["(Intercept)"]
coef_m19015<-coef(m19015)["(Intercept)"]
coef_m19016<-coef(m19016)["(Intercept)"]
coef_m19017<-coef(m19017)["(Intercept)"]
coef_m19018<-coef(m19018)["(Intercept)"]
coef_m19019<-coef(m19019)["(Intercept)"]
coef_m19020<-coef(m19020)["(Intercept)"]
coef_m19021<-coef(m19021)["(Intercept)"]
coef_m19022<-coef(m19022)["(Intercept)"]
coef_m19023<-coef(m19023)["(Intercept)"]
coef_m19024<-coef(m19024)["(Intercept)"]
coef_m19025<-coef(m19025)["(Intercept)"]
coef_m19026<-coef(m19026)["(Intercept)"]
coef_m19027<-coef(m19027)["(Intercept)"]
coef_m19028<-coef(m19028)["(Intercept)"]
coef_m19029<-coef(m19029)["(Intercept)"]
coef_m19030<-coef(m19030)["(Intercept)"]
coef_m19031<-coef(m19031)["(Intercept)"]
coef_m19032<-coef(m19032)["(Intercept)"]
coef_m19033<-coef(m19033)["(Intercept)"]
coef_m19034<-coef(m19034)["(Intercept)"]
coef_m19035<-coef(m19035)["(Intercept)"]
coef_m19036<-coef(m19036)["(Intercept)"]
coef_m19037<-coef(m19037)["(Intercept)"]
coef_m19038<-coef(m19038)["(Intercept)"]
coef_m19039<-coef(m19039)["(Intercept)"]
coef_m19040<-coef(m19040)["(Intercept)"]
coef_m19041<-coef(m19041)["(Intercept)"]
coef_m19042<-coef(m19042)["(Intercept)"]
coef_m19043<-coef(m19043)["(Intercept)"]
coef_m19044<-coef(m19044)["(Intercept)"]
coef_m19045<-coef(m19045)["(Intercept)"]
coef_m19046<-coef(m19046)["(Intercept)"]
coef_m19047<-coef(m19047)["(Intercept)"]
coef_m19048<-coef(m19048)["(Intercept)"]
coef_m19049<-coef(m19049)["(Intercept)"]
coef_m19050<-coef(m19050)["(Intercept)"]
coef_m19051<-coef(m19051)["(Intercept)"]
coef_m20000<-coef(m20000)["(Intercept)"]
coef_m20001<-coef(m20001)["(Intercept)"]
coef_m20002<-coef(m20002)["(Intercept)"]
coef_m20003<-coef(m20003)["(Intercept)"]
coef_m20004<-coef(m20004)["(Intercept)"]
coef_m20005<-coef(m20005)["(Intercept)"]
coef_m20006<-coef(m20006)["(Intercept)"]
coef_m20007<-coef(m20007)["(Intercept)"]
coef_m20008<-coef(m20008)["(Intercept)"]
coef_m20009<-coef(m20009)["(Intercept)"]
coef_m20010<-coef(m20010)["(Intercept)"]
coef_m20011<-coef(m20011)["(Intercept)"]
coef_m20012<-coef(m20012)["(Intercept)"]
coef_m20013<-coef(m20013)["(Intercept)"]
coef_m20014<-coef(m20014)["(Intercept)"]
coef_m20015<-coef(m20015)["(Intercept)"]
coef_m20016<-coef(m20016)["(Intercept)"]
coef_m20017<-coef(m20017)["(Intercept)"]
coef_m20018<-coef(m20018)["(Intercept)"]
coef_m20019<-coef(m20019)["(Intercept)"]
coef_m20020<-coef(m20020)["(Intercept)"]
coef_m20021<-coef(m20021)["(Intercept)"]
coef_m20022<-coef(m20022)["(Intercept)"]
coef_m20023<-coef(m20023)["(Intercept)"]
coef_m20024<-coef(m20024)["(Intercept)"]
coef_m20025<-coef(m20025)["(Intercept)"]
coef_m20026<-coef(m20026)["(Intercept)"]
coef_m20027<-coef(m20027)["(Intercept)"]
coef_m20028<-coef(m20028)["(Intercept)"]
coef_m20029<-coef(m20029)["(Intercept)"]
coef_m20030<-coef(m20030)["(Intercept)"]
coef_m20031<-coef(m20031)["(Intercept)"]
coef_m20032<-coef(m20032)["(Intercept)"]
coef_m20033<-coef(m20033)["(Intercept)"]
coef_m20034<-coef(m20034)["(Intercept)"]
coef_m20035<-coef(m20035)["(Intercept)"]
coef_m20036<-coef(m20036)["(Intercept)"]
coef_m20037<-coef(m20037)["(Intercept)"]
coef_m20038<-coef(m20038)["(Intercept)"]
coef_m20039<-coef(m20039)["(Intercept)"]
coef_m20040<-coef(m20040)["(Intercept)"]
coef_m20041<-coef(m20041)["(Intercept)"]
coef_m20042<-coef(m20042)["(Intercept)"]
coef_m20043<-coef(m20043)["(Intercept)"]
coef_m20044<-coef(m20044)["(Intercept)"]
coef_m20045<-coef(m20045)["(Intercept)"]
coef_m20046<-coef(m20046)["(Intercept)"]
coef_m20047<-coef(m20047)["(Intercept)"]
coef_m20048<-coef(m20048)["(Intercept)"]
coef_m20049<-coef(m20049)["(Intercept)"]
coef_m20050<-coef(m20050)["(Intercept)"]
coef_m20051<-coef(m20051)["(Intercept)"]
coef_m20052<-coef(m20052)["(Intercept)"]
coef_m20053<-coef(m20053)["(Intercept)"]
coef_m20054<-coef(m20054)["(Intercept)"]
coef_m20055<-coef(m20055)["(Intercept)"]
coef_m20056<-coef(m20056)["(Intercept)"]
coef_m20057<-coef(m20057)["(Intercept)"]
coef_m20058<-coef(m20058)["(Intercept)"]
coef_m20059<-coef(m20059)["(Intercept)"]
coef_m20060<-coef(m20060)["(Intercept)"]
coef_m20061<-coef(m20061)["(Intercept)"]
coef_m20062<-coef(m20062)["(Intercept)"]
coef_m20063<-coef(m20063)["(Intercept)"]
coef_m20064<-coef(m20064)["(Intercept)"]
coef_m20065<-coef(m20065)["(Intercept)"]
coef_m20066<-coef(m20066)["(Intercept)"]
coef_m20067<-coef(m20067)["(Intercept)"]
coef_m20068<-coef(m20068)["(Intercept)"]
coef_m20069<-coef(m20069)["(Intercept)"]
coef_m20070<-coef(m20070)["(Intercept)"]
coef_m20071<-coef(m20071)["(Intercept)"]
coef_m20072<-coef(m20072)["(Intercept)"]
coef_m20073<-coef(m20073)["(Intercept)"]
coef_m20074<-coef(m20074)["(Intercept)"]
coef_m20075<-coef(m20075)["(Intercept)"]
coef_m20076<-coef(m20076)["(Intercept)"]
coef_m20077<-coef(m20077)["(Intercept)"]
coef_m20078<-coef(m20078)["(Intercept)"]
coef_m20079<-coef(m20079)["(Intercept)"]
coef_m20080<-coef(m20080)["(Intercept)"]
coef_m20081<-coef(m20081)["(Intercept)"]
coef_m20082<-coef(m20082)["(Intercept)"]
coef_m20083<-coef(m20083)["(Intercept)"]
coef_m20084<-coef(m20084)["(Intercept)"]
coef_m20085<-coef(m20085)["(Intercept)"]
coef_m20086<-coef(m20086)["(Intercept)"]
coef_m20087<-coef(m20087)["(Intercept)"]
coef_m20088<-coef(m20088)["(Intercept)"]
coef_m20089<-coef(m20089)["(Intercept)"]
coef_m20090<-coef(m20090)["(Intercept)"]
coef_m20091<-coef(m20091)["(Intercept)"]
coef_m20092<-coef(m20092)["(Intercept)"]
coef_m20093<-coef(m20093)["(Intercept)"]
coef_m20094<-coef(m20094)["(Intercept)"]
coef_m20095<-coef(m20095)["(Intercept)"]
coef_m20096<-coef(m20096)["(Intercept)"]
coef_m20097<-coef(m20097)["(Intercept)"]
coef_m20098<-coef(m20098)["(Intercept)"]
coef_m20099<-coef(m20099)["(Intercept)"]
coef_m20100<-coef(m20100)["(Intercept)"]
coef_m20101<-coef(m20101)["(Intercept)"]
coef_m20102<-coef(m20102)["(Intercept)"]
coef_m20103<-coef(m20103)["(Intercept)"]
coef_m20104<-coef(m20104)["(Intercept)"]
coef_m20105<-coef(m20105)["(Intercept)"]
coef_m20106<-coef(m20106)["(Intercept)"]
coef_m20107<-coef(m20107)["(Intercept)"]
coef_m20108<-coef(m20108)["(Intercept)"]
coef_m20109<-coef(m20109)["(Intercept)"]
coef_m20110<-coef(m20110)["(Intercept)"]
coef_m20111<-coef(m20111)["(Intercept)"]
coef_m20112<-coef(m20112)["(Intercept)"]
coef_m20113<-coef(m20113)["(Intercept)"]
coef_m20114<-coef(m20114)["(Intercept)"]
coef_m20115<-coef(m20115)["(Intercept)"]
coef_m20116<-coef(m20116)["(Intercept)"]
coef_m20117<-coef(m20117)["(Intercept)"]
coef_m20118<-coef(m20118)["(Intercept)"]
coef_m20119<-coef(m20119)["(Intercept)"]
coef_m20120<-coef(m20120)["(Intercept)"]
coef_m20121<-coef(m20121)["(Intercept)"]
coef_m20122<-coef(m20122)["(Intercept)"]
coef_m20123<-coef(m20123)["(Intercept)"]
coef_m20124<-coef(m20124)["(Intercept)"]
coef_m20125<-coef(m20125)["(Intercept)"]
coef_m20126<-coef(m20126)["(Intercept)"]
coef_m20127<-coef(m20127)["(Intercept)"]
coef_m20128<-coef(m20128)["(Intercept)"]
coef_m20129<-coef(m20129)["(Intercept)"]
coef_m20130<-coef(m20130)["(Intercept)"]
coef_m20131<-coef(m20131)["(Intercept)"]
coef_m20132<-coef(m20132)["(Intercept)"]
coef_m20133<-coef(m20133)["(Intercept)"]
coef_m20134<-coef(m20134)["(Intercept)"]
coef_m20135<-coef(m20135)["(Intercept)"]
coef_m20136<-coef(m20136)["(Intercept)"]
coef_m20137<-coef(m20137)["(Intercept)"]
coef_m20138<-coef(m20138)["(Intercept)"]
coef_m20139<-coef(m20139)["(Intercept)"]
coef_m20140<-coef(m20140)["(Intercept)"]
coef_m20141<-coef(m20141)["(Intercept)"]
coef_m20142<-coef(m20142)["(Intercept)"]
coef_m20143<-coef(m20143)["(Intercept)"]
coef_m20144<-coef(m20144)["(Intercept)"]
coef_m20145<-coef(m20145)["(Intercept)"]
coef_m20146<-coef(m20146)["(Intercept)"]
coef_m20147<-coef(m20147)["(Intercept)"]
coef_m20148<-coef(m20148)["(Intercept)"]
coef_m20149<-coef(m20149)["(Intercept)"]
coef_m20150<-coef(m20150)["(Intercept)"]
coef_m20151<-coef(m20151)["(Intercept)"]
coef_m20152<-coef(m20152)["(Intercept)"]
coef_m20153<-coef(m20153)["(Intercept)"]
coef_m20154<-coef(m20154)["(Intercept)"]
coef_m20155<-coef(m20155)["(Intercept)"]
coef_m20156<-coef(m20156)["(Intercept)"]
coef_m20157<-coef(m20157)["(Intercept)"]
coef_m20158<-coef(m20158)["(Intercept)"]
coef_m20159<-coef(m20159)["(Intercept)"]
coef_m20160<-coef(m20160)["(Intercept)"]
coef_m20161<-coef(m20161)["(Intercept)"]
coef_m20162<-coef(m20162)["(Intercept)"]
coef_m20163<-coef(m20163)["(Intercept)"]
coef_m20164<-coef(m20164)["(Intercept)"]
coef_m20165<-coef(m20165)["(Intercept)"]
coef_m20166<-coef(m20166)["(Intercept)"]
coef_m20167<-coef(m20167)["(Intercept)"]
coef_m20168<-coef(m20168)["(Intercept)"]
coef_m20169<-coef(m20169)["(Intercept)"]
coef_m20170<-coef(m20170)["(Intercept)"]
coef_m20171<-coef(m20171)["(Intercept)"]
coef_m20172<-coef(m20172)["(Intercept)"]
coef_m20173<-coef(m20173)["(Intercept)"]
coef_m20174<-coef(m20174)["(Intercept)"]
coef_m20175<-coef(m20175)["(Intercept)"]
coef_m20176<-coef(m20176)["(Intercept)"]
coef_m20177<-coef(m20177)["(Intercept)"]
coef_m20178<-coef(m20178)["(Intercept)"]
coef_m20179<-coef(m20179)["(Intercept)"]
coef_m20180<-coef(m20180)["(Intercept)"]
coef_m20181<-coef(m20181)["(Intercept)"]
coef_m20182<-coef(m20182)["(Intercept)"]
coef_m20183<-coef(m20183)["(Intercept)"]
coef_m20184<-coef(m20184)["(Intercept)"]
coef_m20185<-coef(m20185)["(Intercept)"]
coef_m20186<-coef(m20186)["(Intercept)"]
coef_m20187<-coef(m20187)["(Intercept)"]
coef_m20188<-coef(m20188)["(Intercept)"]
coef_m20189<-coef(m20189)["(Intercept)"]
coef_m20190<-coef(m20190)["(Intercept)"]
coef_m20191<-coef(m20191)["(Intercept)"]
coef_m20192<-coef(m20192)["(Intercept)"]
coef_m20193<-coef(m20193)["(Intercept)"]
coef_m20194<-coef(m20194)["(Intercept)"]
coef_m20195<-coef(m20195)["(Intercept)"]
coef_m20196<-coef(m20196)["(Intercept)"]
coef_m20197<-coef(m20197)["(Intercept)"]
coef_m20198<-coef(m20198)["(Intercept)"]
coef_m20199<-coef(m20199)["(Intercept)"]
coef_m20200<-coef(m20200)["(Intercept)"]
coef_m20201<-coef(m20201)["(Intercept)"]
coef_m20202<-coef(m20202)["(Intercept)"]
coef_m20203<-coef(m20203)["(Intercept)"]
coef_m20204<-coef(m20204)["(Intercept)"]
coef_m20205<-coef(m20205)["(Intercept)"]
coef_m20206<-coef(m20206)["(Intercept)"]
coef_m20207<-coef(m20207)["(Intercept)"]
coef_m20208<-coef(m20208)["(Intercept)"]
coef_m20209<-coef(m20209)["(Intercept)"]
coef_m20210<-coef(m20210)["(Intercept)"]
coef_m20211<-coef(m20211)["(Intercept)"]
coef_m20212<-coef(m20212)["(Intercept)"]
coef_m20213<-coef(m20213)["(Intercept)"]
coef_m20214<-coef(m20214)["(Intercept)"]
coef_m20215<-coef(m20215)["(Intercept)"]
coef_m20216<-coef(m20216)["(Intercept)"]
coef_m20217<-coef(m20217)["(Intercept)"]
coef_m20218<-coef(m20218)["(Intercept)"]
coef_m20219<-coef(m20219)["(Intercept)"]
coef_m20220<-coef(m20220)["(Intercept)"]
coef_m20221<-coef(m20221)["(Intercept)"]
coef_m20222<-coef(m20222)["(Intercept)"]
coef_m20223<-coef(m20223)["(Intercept)"]
coef_m20224<-coef(m20224)["(Intercept)"]
coef_m20225<-coef(m20225)["(Intercept)"]
coef_m20226<-coef(m20226)["(Intercept)"]
coef_m20227<-coef(m20227)["(Intercept)"]
coef_m20228<-coef(m20228)["(Intercept)"]
coef_m20229<-coef(m20229)["(Intercept)"]
coef_m20230<-coef(m20230)["(Intercept)"]
coef_m20231<-coef(m20231)["(Intercept)"]
coef_m20232<-coef(m20232)["(Intercept)"]
coef_m20233<-coef(m20233)["(Intercept)"]
coef_m20234<-coef(m20234)["(Intercept)"]
coef_m20235<-coef(m20235)["(Intercept)"]
coef_m20236<-coef(m20236)["(Intercept)"]
coef_m20237<-coef(m20237)["(Intercept)"]
coef_m20238<-coef(m20238)["(Intercept)"]
coef_m20239<-coef(m20239)["(Intercept)"]
coef_m20240<-coef(m20240)["(Intercept)"]
coef_m20241<-coef(m20241)["(Intercept)"]
coef_m20242<-coef(m20242)["(Intercept)"]
coef_m20243<-coef(m20243)["(Intercept)"]
coef_m20244<-coef(m20244)["(Intercept)"]
coef_m20245<-coef(m20245)["(Intercept)"]
coef_m20246<-coef(m20246)["(Intercept)"]
coef_m20247<-coef(m20247)["(Intercept)"]
coef_m20248<-coef(m20248)["(Intercept)"]
coef_m20249<-coef(m20249)["(Intercept)"]
coef_m20250<-coef(m20250)["(Intercept)"]
coef_m20251<-coef(m20251)["(Intercept)"]
coef_m20252<-coef(m20252)["(Intercept)"]
coef_m20253<-coef(m20253)["(Intercept)"]
coef_m20254<-coef(m20254)["(Intercept)"]
coef_m20255<-coef(m20255)["(Intercept)"]
coef_m20256<-coef(m20256)["(Intercept)"]
coef_m20257<-coef(m20257)["(Intercept)"]
coef_m20258<-coef(m20258)["(Intercept)"]
coef_m20259<-coef(m20259)["(Intercept)"]
coef_m20260<-coef(m20260)["(Intercept)"]
coef_m20261<-coef(m20261)["(Intercept)"]
coef_m20262<-coef(m20262)["(Intercept)"]
coef_m20263<-coef(m20263)["(Intercept)"]
coef_m20264<-coef(m20264)["(Intercept)"]
coef_m20265<-coef(m20265)["(Intercept)"]
coef_m20266<-coef(m20266)["(Intercept)"]
coef_m20267<-coef(m20267)["(Intercept)"]
coef_m20268<-coef(m20268)["(Intercept)"]
coef_m20269<-coef(m20269)["(Intercept)"]
coef_m20270<-coef(m20270)["(Intercept)"]
coef_m20271<-coef(m20271)["(Intercept)"]
coef_m20272<-coef(m20272)["(Intercept)"]
coef_m20273<-coef(m20273)["(Intercept)"]
coef_m20274<-coef(m20274)["(Intercept)"]
coef_m20275<-coef(m20275)["(Intercept)"]
coef_m20276<-coef(m20276)["(Intercept)"]
coef_m20277<-coef(m20277)["(Intercept)"]
coef_m20278<-coef(m20278)["(Intercept)"]
coef_m20279<-coef(m20279)["(Intercept)"]
coef_m20280<-coef(m20280)["(Intercept)"]
coef_m20281<-coef(m20281)["(Intercept)"]
coef_m20282<-coef(m20282)["(Intercept)"]
coef_m20283<-coef(m20283)["(Intercept)"]
coef_m20284<-coef(m20284)["(Intercept)"]
coef_m20285<-coef(m20285)["(Intercept)"]
coef_m20286<-coef(m20286)["(Intercept)"]
coef_m20287<-coef(m20287)["(Intercept)"]
coef_m20288<-coef(m20288)["(Intercept)"]
coef_m20289<-coef(m20289)["(Intercept)"]
coef_m20290<-coef(m20290)["(Intercept)"]
coef_m20291<-coef(m20291)["(Intercept)"]
coef_m20292<-coef(m20292)["(Intercept)"]
coef_m20293<-coef(m20293)["(Intercept)"]
coef_m20294<-coef(m20294)["(Intercept)"]
coef_m20295<-coef(m20295)["(Intercept)"]
coef_m20296<-coef(m20296)["(Intercept)"]
coef_m20297<-coef(m20297)["(Intercept)"]
coef_m20298<-coef(m20298)["(Intercept)"]
coef_m20299<-coef(m20299)["(Intercept)"]
coef_m20300<-coef(m20300)["(Intercept)"]
coef_m20301<-coef(m20301)["(Intercept)"]
coef_m20302<-coef(m20302)["(Intercept)"]
coef_m20303<-coef(m20303)["(Intercept)"]
coef_m20304<-coef(m20304)["(Intercept)"]
coef_m20305<-coef(m20305)["(Intercept)"]
coef_m20306<-coef(m20306)["(Intercept)"]
coef_m20307<-coef(m20307)["(Intercept)"]
coef_m20308<-coef(m20308)["(Intercept)"]
coef_m20309<-coef(m20309)["(Intercept)"]
coef_m20310<-coef(m20310)["(Intercept)"]
coef_m20311<-coef(m20311)["(Intercept)"]
coef_m20312<-coef(m20312)["(Intercept)"]
coef_m20313<-coef(m20313)["(Intercept)"]
coef_m20314<-coef(m20314)["(Intercept)"]
coef_m20315<-coef(m20315)["(Intercept)"]
coef_m20316<-coef(m20316)["(Intercept)"]
coef_m20317<-coef(m20317)["(Intercept)"]
coef_m20318<-coef(m20318)["(Intercept)"]
coef_m20319<-coef(m20319)["(Intercept)"]
coef_m20320<-coef(m20320)["(Intercept)"]
coef_m20321<-coef(m20321)["(Intercept)"]
coef_m20322<-coef(m20322)["(Intercept)"]
coef_m20323<-coef(m20323)["(Intercept)"]
coef_m20324<-coef(m20324)["(Intercept)"]
coef_m20325<-coef(m20325)["(Intercept)"]
coef_m20326<-coef(m20326)["(Intercept)"]
coef_m20327<-coef(m20327)["(Intercept)"]
coef_m20328<-coef(m20328)["(Intercept)"]
coef_m20329<-coef(m20329)["(Intercept)"]
coef_m20330<-coef(m20330)["(Intercept)"]
coef_m20331<-coef(m20331)["(Intercept)"]
coef_m20332<-coef(m20332)["(Intercept)"]
coef_m20333<-coef(m20333)["(Intercept)"]
coef_m20334<-coef(m20334)["(Intercept)"]
coef_m20335<-coef(m20335)["(Intercept)"]
coef_m20336<-coef(m20336)["(Intercept)"]
coef_m20337<-coef(m20337)["(Intercept)"]
coef_m20338<-coef(m20338)["(Intercept)"]
coef_m20339<-coef(m20339)["(Intercept)"]
coef_m20340<-coef(m20340)["(Intercept)"]
coef_m20341<-coef(m20341)["(Intercept)"]
coef_m20342<-coef(m20342)["(Intercept)"]
coef_m20343<-coef(m20343)["(Intercept)"]
coef_m20344<-coef(m20344)["(Intercept)"]
coef_m20345<-coef(m20345)["(Intercept)"]
coef_m20346<-coef(m20346)["(Intercept)"]
coef_m20347<-coef(m20347)["(Intercept)"]
coef_m20348<-coef(m20348)["(Intercept)"]
coef_m20349<-coef(m20349)["(Intercept)"]
coef_m20350<-coef(m20350)["(Intercept)"]
coef_m20351<-coef(m20351)["(Intercept)"]
coef_m20352<-coef(m20352)["(Intercept)"]
coef_m20353<-coef(m20353)["(Intercept)"]
coef_m20354<-coef(m20354)["(Intercept)"]
coef_m20355<-coef(m20355)["(Intercept)"]
coef_m20356<-coef(m20356)["(Intercept)"]
coef_m20357<-coef(m20357)["(Intercept)"]
coef_m20358<-coef(m20358)["(Intercept)"]
coef_m20359<-coef(m20359)["(Intercept)"]
coef_m20360<-coef(m20360)["(Intercept)"]
coef_m20361<-coef(m20361)["(Intercept)"]
coef_m20362<-coef(m20362)["(Intercept)"]
coef_m20363<-coef(m20363)["(Intercept)"]
coef_m20364<-coef(m20364)["(Intercept)"]
coef_m20365<-coef(m20365)["(Intercept)"]
coef_m20366<-coef(m20366)["(Intercept)"]
coef_m20367<-coef(m20367)["(Intercept)"]
coef_m20368<-coef(m20368)["(Intercept)"]
coef_m20369<-coef(m20369)["(Intercept)"]
coef_m20370<-coef(m20370)["(Intercept)"]
coef_m20371<-coef(m20371)["(Intercept)"]
coef_m20372<-coef(m20372)["(Intercept)"]
coef_m20373<-coef(m20373)["(Intercept)"]
coef_m20374<-coef(m20374)["(Intercept)"]
coef_m20375<-coef(m20375)["(Intercept)"]
coef_m20376<-coef(m20376)["(Intercept)"]
coef_m20377<-coef(m20377)["(Intercept)"]
coef_m20378<-coef(m20378)["(Intercept)"]
coef_m20379<-coef(m20379)["(Intercept)"]
coef_m20380<-coef(m20380)["(Intercept)"]
coef_m20381<-coef(m20381)["(Intercept)"]
coef_m20382<-coef(m20382)["(Intercept)"]
coef_m20383<-coef(m20383)["(Intercept)"]
coef_m20384<-coef(m20384)["(Intercept)"]
coef_m20385<-coef(m20385)["(Intercept)"]
coef_m20386<-coef(m20386)["(Intercept)"]
coef_m20387<-coef(m20387)["(Intercept)"]
coef_m20388<-coef(m20388)["(Intercept)"]
coef_m20389<-coef(m20389)["(Intercept)"]
coef_m20390<-coef(m20390)["(Intercept)"]
coef_m20391<-coef(m20391)["(Intercept)"]
coef_m20392<-coef(m20392)["(Intercept)"]
coef_m20393<-coef(m20393)["(Intercept)"]
coef_m20394<-coef(m20394)["(Intercept)"]
coef_m20395<-coef(m20395)["(Intercept)"]
coef_m20396<-coef(m20396)["(Intercept)"]
coef_m20397<-coef(m20397)["(Intercept)"]
coef_m20398<-coef(m20398)["(Intercept)"]
coef_m20399<-coef(m20399)["(Intercept)"]
coef_m20400<-coef(m20400)["(Intercept)"]
coef_m20401<-coef(m20401)["(Intercept)"]
coef_m20402<-coef(m20402)["(Intercept)"]
coef_m20403<-coef(m20403)["(Intercept)"]
coef_m20404<-coef(m20404)["(Intercept)"]
coef_m20405<-coef(m20405)["(Intercept)"]
coef_m20406<-coef(m20406)["(Intercept)"]
coef_m20407<-coef(m20407)["(Intercept)"]
coef_m20408<-coef(m20408)["(Intercept)"]
coef_m20409<-coef(m20409)["(Intercept)"]
coef_m20410<-coef(m20410)["(Intercept)"]
coef_m20411<-coef(m20411)["(Intercept)"]
coef_m20412<-coef(m20412)["(Intercept)"]
coef_m20413<-coef(m20413)["(Intercept)"]
coef_m20414<-coef(m20414)["(Intercept)"]
coef_m20415<-coef(m20415)["(Intercept)"]
coef_m20416<-coef(m20416)["(Intercept)"]
coef_m20417<-coef(m20417)["(Intercept)"]
coef_m20418<-coef(m20418)["(Intercept)"]
coef_m20419<-coef(m20419)["(Intercept)"]
coef_m20420<-coef(m20420)["(Intercept)"]
coef_m20421<-coef(m20421)["(Intercept)"]
coef_m20422<-coef(m20422)["(Intercept)"]
coef_m20423<-coef(m20423)["(Intercept)"]
coef_m20424<-coef(m20424)["(Intercept)"]
coef_m20425<-coef(m20425)["(Intercept)"]
coef_m20426<-coef(m20426)["(Intercept)"]
coef_m20427<-coef(m20427)["(Intercept)"]
coef_m20428<-coef(m20428)["(Intercept)"]
coef_m20429<-coef(m20429)["(Intercept)"]
coef_m20430<-coef(m20430)["(Intercept)"]
coef_m20431<-coef(m20431)["(Intercept)"]
coef_m20432<-coef(m20432)["(Intercept)"]
coef_m20433<-coef(m20433)["(Intercept)"]
coef_m20434<-coef(m20434)["(Intercept)"]
coef_m20435<-coef(m20435)["(Intercept)"]
coef_m20436<-coef(m20436)["(Intercept)"]
coef_m20437<-coef(m20437)["(Intercept)"]
coef_m20438<-coef(m20438)["(Intercept)"]
coef_m20439<-coef(m20439)["(Intercept)"]
coef_m20440<-coef(m20440)["(Intercept)"]
coef_m20441<-coef(m20441)["(Intercept)"]
coef_m20442<-coef(m20442)["(Intercept)"]
coef_m20443<-coef(m20443)["(Intercept)"]
coef_m20444<-coef(m20444)["(Intercept)"]
coef_m20445<-coef(m20445)["(Intercept)"]
coef_m20446<-coef(m20446)["(Intercept)"]
coef_m20447<-coef(m20447)["(Intercept)"]
coef_m20448<-coef(m20448)["(Intercept)"]
coef_m20449<-coef(m20449)["(Intercept)"]
coef_m20450<-coef(m20450)["(Intercept)"]
coef_m20451<-coef(m20451)["(Intercept)"]
coef_m20452<-coef(m20452)["(Intercept)"]
coef_m20453<-coef(m20453)["(Intercept)"]
coef_m20454<-coef(m20454)["(Intercept)"]
coef_m20455<-coef(m20455)["(Intercept)"]
coef_m20456<-coef(m20456)["(Intercept)"]
coef_m20457<-coef(m20457)["(Intercept)"]
coef_m20458<-coef(m20458)["(Intercept)"]
coef_m20459<-coef(m20459)["(Intercept)"]
coef_m20460<-coef(m20460)["(Intercept)"]
coef_m20461<-coef(m20461)["(Intercept)"]
coef_m20462<-coef(m20462)["(Intercept)"]
coef_m20463<-coef(m20463)["(Intercept)"]
coef_m20464<-coef(m20464)["(Intercept)"]
coef_m20465<-coef(m20465)["(Intercept)"]
coef_m20466<-coef(m20466)["(Intercept)"]
coef_m20467<-coef(m20467)["(Intercept)"]
coef_m20468<-coef(m20468)["(Intercept)"]
coef_m20469<-coef(m20469)["(Intercept)"]
coef_m20470<-coef(m20470)["(Intercept)"]
coef_m20471<-coef(m20471)["(Intercept)"]
coef_m20472<-coef(m20472)["(Intercept)"]
coef_m20473<-coef(m20473)["(Intercept)"]
coef_m20474<-coef(m20474)["(Intercept)"]
coef_m20475<-coef(m20475)["(Intercept)"]
coef_m20476<-coef(m20476)["(Intercept)"]
coef_m20477<-coef(m20477)["(Intercept)"]
coef_m20478<-coef(m20478)["(Intercept)"]
coef_m20479<-coef(m20479)["(Intercept)"]
coef_m20480<-coef(m20480)["(Intercept)"]
coef_m20481<-coef(m20481)["(Intercept)"]
coef_m20482<-coef(m20482)["(Intercept)"]
coef_m20483<-coef(m20483)["(Intercept)"]
coef_m20484<-coef(m20484)["(Intercept)"]
coef_m20485<-coef(m20485)["(Intercept)"]
coef_m20486<-coef(m20486)["(Intercept)"]
coef_m20487<-coef(m20487)["(Intercept)"]
coef_m20488<-coef(m20488)["(Intercept)"]
coef_m20489<-coef(m20489)["(Intercept)"]
coef_m20490<-coef(m20490)["(Intercept)"]
coef_m20491<-coef(m20491)["(Intercept)"]
coef_m20492<-coef(m20492)["(Intercept)"]
coef_m20493<-coef(m20493)["(Intercept)"]
coef_m20494<-coef(m20494)["(Intercept)"]
coef_m20495<-coef(m20495)["(Intercept)"]
coef_m20496<-coef(m20496)["(Intercept)"]
coef_m20497<-coef(m20497)["(Intercept)"]
coef_m20498<-coef(m20498)["(Intercept)"]
coef_m20499<-coef(m20499)["(Intercept)"]
coef_m20500<-coef(m20500)["(Intercept)"]
coef_m20501<-coef(m20501)["(Intercept)"]
coef_m20502<-coef(m20502)["(Intercept)"]
coef_m20503<-coef(m20503)["(Intercept)"]
coef_m20504<-coef(m20504)["(Intercept)"]
coef_m20505<-coef(m20505)["(Intercept)"]
coef_m20506<-coef(m20506)["(Intercept)"]
coef_m20507<-coef(m20507)["(Intercept)"]
coef_m20508<-coef(m20508)["(Intercept)"]
coef_m20509<-coef(m20509)["(Intercept)"]
coef_m20510<-coef(m20510)["(Intercept)"]
coef_m20511<-coef(m20511)["(Intercept)"]
coef_m20512<-coef(m20512)["(Intercept)"]
coef_m20513<-coef(m20513)["(Intercept)"]
coef_m20514<-coef(m20514)["(Intercept)"]
coef_m20515<-coef(m20515)["(Intercept)"]
coef_m20516<-coef(m20516)["(Intercept)"]
coef_m20517<-coef(m20517)["(Intercept)"]
coef_m20518<-coef(m20518)["(Intercept)"]
coef_m20519<-coef(m20519)["(Intercept)"]
coef_m20520<-coef(m20520)["(Intercept)"]
coef_m20521<-coef(m20521)["(Intercept)"]
coef_m20522<-coef(m20522)["(Intercept)"]
coef_m20523<-coef(m20523)["(Intercept)"]
coef_m20524<-coef(m20524)["(Intercept)"]
coef_m20525<-coef(m20525)["(Intercept)"]
coef_m20526<-coef(m20526)["(Intercept)"]
coef_m20527<-coef(m20527)["(Intercept)"]
coef_m20528<-coef(m20528)["(Intercept)"]
coef_m20529<-coef(m20529)["(Intercept)"]
coef_m20530<-coef(m20530)["(Intercept)"]
coef_m20531<-coef(m20531)["(Intercept)"]
coef_m20532<-coef(m20532)["(Intercept)"]
coef_m20533<-coef(m20533)["(Intercept)"]
coef_m20534<-coef(m20534)["(Intercept)"]
coef_m20535<-coef(m20535)["(Intercept)"]
coef_m20536<-coef(m20536)["(Intercept)"]
coef_m20537<-coef(m20537)["(Intercept)"]
coef_m20538<-coef(m20538)["(Intercept)"]
coef_m20539<-coef(m20539)["(Intercept)"]
coef_m20540<-coef(m20540)["(Intercept)"]
coef_m20541<-coef(m20541)["(Intercept)"]
coef_m20542<-coef(m20542)["(Intercept)"]
coef_m20543<-coef(m20543)["(Intercept)"]
coef_m20544<-coef(m20544)["(Intercept)"]
coef_m20545<-coef(m20545)["(Intercept)"]
coef_m20546<-coef(m20546)["(Intercept)"]
coef_m20547<-coef(m20547)["(Intercept)"]
coef_m20548<-coef(m20548)["(Intercept)"]
coef_m20549<-coef(m20549)["(Intercept)"]
coef_m20550<-coef(m20550)["(Intercept)"]
coef_m20551<-coef(m20551)["(Intercept)"]
coef_m20552<-coef(m20552)["(Intercept)"]
coef_m20553<-coef(m20553)["(Intercept)"]
coef_m20554<-coef(m20554)["(Intercept)"]
coef_m20555<-coef(m20555)["(Intercept)"]
coef_m20556<-coef(m20556)["(Intercept)"]
coef_m20557<-coef(m20557)["(Intercept)"]
coef_m20558<-coef(m20558)["(Intercept)"]
coef_m20559<-coef(m20559)["(Intercept)"]
coef_m20560<-coef(m20560)["(Intercept)"]
coef_m20561<-coef(m20561)["(Intercept)"]
coef_m20562<-coef(m20562)["(Intercept)"]
coef_m20563<-coef(m20563)["(Intercept)"]
coef_m20564<-coef(m20564)["(Intercept)"]
coef_m20565<-coef(m20565)["(Intercept)"]
coef_m20566<-coef(m20566)["(Intercept)"]
coef_m20567<-coef(m20567)["(Intercept)"]
coef_m20568<-coef(m20568)["(Intercept)"]
coef_m20569<-coef(m20569)["(Intercept)"]
coef_m20570<-coef(m20570)["(Intercept)"]
coef_m21000<-coef(m21000)["(Intercept)"]
coef_m21001<-coef(m21001)["(Intercept)"]
coef_m21002<-coef(m21002)["(Intercept)"]
coef_m21003<-coef(m21003)["(Intercept)"]
coef_m21004<-coef(m21004)["(Intercept)"]
coef_m21005<-coef(m21005)["(Intercept)"]
coef_m21006<-coef(m21006)["(Intercept)"]
coef_m21007<-coef(m21007)["(Intercept)"]
coef_m21008<-coef(m21008)["(Intercept)"]
coef_m21009<-coef(m21009)["(Intercept)"]
coef_m21010<-coef(m21010)["(Intercept)"]
coef_m21011<-coef(m21011)["(Intercept)"]
coef_m21012<-coef(m21012)["(Intercept)"]
coef_m21013<-coef(m21013)["(Intercept)"]
coef_m21014<-coef(m21014)["(Intercept)"]
coef_m21015<-coef(m21015)["(Intercept)"]
coef_m21016<-coef(m21016)["(Intercept)"]
coef_m21017<-coef(m21017)["(Intercept)"]
coef_m21018<-coef(m21018)["(Intercept)"]
coef_m21019<-coef(m21019)["(Intercept)"]
coef_m21020<-coef(m21020)["(Intercept)"]
coef_m21021<-coef(m21021)["(Intercept)"]
coef_m21022<-coef(m21022)["(Intercept)"]
coef_m21023<-coef(m21023)["(Intercept)"]
coef_m21024<-coef(m21024)["(Intercept)"]
coef_m21025<-coef(m21025)["(Intercept)"]
coef_m21026<-coef(m21026)["(Intercept)"]
coef_m21027<-coef(m21027)["(Intercept)"]
coef_m21028<-coef(m21028)["(Intercept)"]
coef_m21029<-coef(m21029)["(Intercept)"]
coef_m21030<-coef(m21030)["(Intercept)"]
coef_m21031<-coef(m21031)["(Intercept)"]
coef_m21032<-coef(m21032)["(Intercept)"]
coef_m21033<-coef(m21033)["(Intercept)"]
coef_m21034<-coef(m21034)["(Intercept)"]
coef_m21035<-coef(m21035)["(Intercept)"]
coef_m21036<-coef(m21036)["(Intercept)"]
coef_m21037<-coef(m21037)["(Intercept)"]
coef_m21038<-coef(m21038)["(Intercept)"]
coef_m21039<-coef(m21039)["(Intercept)"]
coef_m21040<-coef(m21040)["(Intercept)"]
coef_m21041<-coef(m21041)["(Intercept)"]
coef_m21042<-coef(m21042)["(Intercept)"]
coef_m21043<-coef(m21043)["(Intercept)"]
coef_m21044<-coef(m21044)["(Intercept)"]
coef_m21045<-coef(m21045)["(Intercept)"]
coef_m21046<-coef(m21046)["(Intercept)"]
coef_m21047<-coef(m21047)["(Intercept)"]
coef_m21048<-coef(m21048)["(Intercept)"]
coef_m21049<-coef(m21049)["(Intercept)"]
coef_m21050<-coef(m21050)["(Intercept)"]
coef_m21051<-coef(m21051)["(Intercept)"]
coef_m21052<-coef(m21052)["(Intercept)"]
coef_m21053<-coef(m21053)["(Intercept)"]
coef_m21054<-coef(m21054)["(Intercept)"]
coef_m21055<-coef(m21055)["(Intercept)"]
coef_m21056<-coef(m21056)["(Intercept)"]
coef_m21057<-coef(m21057)["(Intercept)"]
coef_m21058<-coef(m21058)["(Intercept)"]
coef_m21059<-coef(m21059)["(Intercept)"]
coef_m21060<-coef(m21060)["(Intercept)"]
coef_m21061<-coef(m21061)["(Intercept)"]
coef_m21062<-coef(m21062)["(Intercept)"]
coef_m21063<-coef(m21063)["(Intercept)"]
coef_m21064<-coef(m21064)["(Intercept)"]
coef_m21065<-coef(m21065)["(Intercept)"]
coef_m21066<-coef(m21066)["(Intercept)"]
coef_m21067<-coef(m21067)["(Intercept)"]
coef_m21068<-coef(m21068)["(Intercept)"]
coef_m21069<-coef(m21069)["(Intercept)"]
coef_m21070<-coef(m21070)["(Intercept)"]
coef_m21071<-coef(m21071)["(Intercept)"]
coef_m21072<-coef(m21072)["(Intercept)"]
coef_m21073<-coef(m21073)["(Intercept)"]
coef_m21074<-coef(m21074)["(Intercept)"]
coef_m21075<-coef(m21075)["(Intercept)"]
coef_m21076<-coef(m21076)["(Intercept)"]
coef_m21077<-coef(m21077)["(Intercept)"]
coef_m21078<-coef(m21078)["(Intercept)"]
coef_m21079<-coef(m21079)["(Intercept)"]
coef_m21080<-coef(m21080)["(Intercept)"]
coef_m21081<-coef(m21081)["(Intercept)"]
coef_m21082<-coef(m21082)["(Intercept)"]
coef_m21083<-coef(m21083)["(Intercept)"]
coef_m21084<-coef(m21084)["(Intercept)"]
coef_m21085<-coef(m21085)["(Intercept)"]
coef_m21086<-coef(m21086)["(Intercept)"]
coef_m21087<-coef(m21087)["(Intercept)"]
coef_m21088<-coef(m21088)["(Intercept)"]
coef_m21089<-coef(m21089)["(Intercept)"]
coef_m21090<-coef(m21090)["(Intercept)"]
coef_m21091<-coef(m21091)["(Intercept)"]
coef_m21092<-coef(m21092)["(Intercept)"]
coef_m21093<-coef(m21093)["(Intercept)"]
coef_m21094<-coef(m21094)["(Intercept)"]
coef_m21095<-coef(m21095)["(Intercept)"]
coef_m21096<-coef(m21096)["(Intercept)"]
coef_m21097<-coef(m21097)["(Intercept)"]
coef_m21098<-coef(m21098)["(Intercept)"]
coef_m21099<-coef(m21099)["(Intercept)"]
coef_m21100<-coef(m21100)["(Intercept)"]
coef_m21101<-coef(m21101)["(Intercept)"]
coef_m21102<-coef(m21102)["(Intercept)"]
coef_m21103<-coef(m21103)["(Intercept)"]
coef_m21104<-coef(m21104)["(Intercept)"]
coef_m21105<-coef(m21105)["(Intercept)"]
coef_m21106<-coef(m21106)["(Intercept)"]
coef_m21107<-coef(m21107)["(Intercept)"]
coef_m21108<-coef(m21108)["(Intercept)"]
coef_m21109<-coef(m21109)["(Intercept)"]
coef_m21110<-coef(m21110)["(Intercept)"]
coef_m21111<-coef(m21111)["(Intercept)"]
coef_m21112<-coef(m21112)["(Intercept)"]
coef_m21113<-coef(m21113)["(Intercept)"]
coef_m21114<-coef(m21114)["(Intercept)"]
coef_m21115<-coef(m21115)["(Intercept)"]
coef_m21116<-coef(m21116)["(Intercept)"]
coef_m21117<-coef(m21117)["(Intercept)"]
coef_m21118<-coef(m21118)["(Intercept)"]
coef_m21119<-coef(m21119)["(Intercept)"]
coef_m21120<-coef(m21120)["(Intercept)"]
coef_m21121<-coef(m21121)["(Intercept)"]
coef_m21122<-coef(m21122)["(Intercept)"]
coef_m21123<-coef(m21123)["(Intercept)"]
coef_m21124<-coef(m21124)["(Intercept)"]
coef_m21125<-coef(m21125)["(Intercept)"]
coef_m21126<-coef(m21126)["(Intercept)"]
coef_m21127<-coef(m21127)["(Intercept)"]
coef_m21128<-coef(m21128)["(Intercept)"]
coef_m21129<-coef(m21129)["(Intercept)"]
coef_m21130<-coef(m21130)["(Intercept)"]
coef_m21131<-coef(m21131)["(Intercept)"]
coef_m21132<-coef(m21132)["(Intercept)"]
coef_m21133<-coef(m21133)["(Intercept)"]
coef_m21134<-coef(m21134)["(Intercept)"]
coef_m21135<-coef(m21135)["(Intercept)"]
coef_m21136<-coef(m21136)["(Intercept)"]
coef_m21137<-coef(m21137)["(Intercept)"]
coef_m21138<-coef(m21138)["(Intercept)"]
coef_m21139<-coef(m21139)["(Intercept)"]
coef_m21140<-coef(m21140)["(Intercept)"]
coef_m21141<-coef(m21141)["(Intercept)"]
coef_m21142<-coef(m21142)["(Intercept)"]
coef_m21143<-coef(m21143)["(Intercept)"]
coef_m21144<-coef(m21144)["(Intercept)"]
coef_m21145<-coef(m21145)["(Intercept)"]
coef_m21146<-coef(m21146)["(Intercept)"]
coef_m21147<-coef(m21147)["(Intercept)"]
coef_m21148<-coef(m21148)["(Intercept)"]
coef_m21149<-coef(m21149)["(Intercept)"]
coef_m21150<-coef(m21150)["(Intercept)"]
coef_m21151<-coef(m21151)["(Intercept)"]
coef_m21152<-coef(m21152)["(Intercept)"]
coef_m21153<-coef(m21153)["(Intercept)"]
coef_m21154<-coef(m21154)["(Intercept)"]
coef_m21155<-coef(m21155)["(Intercept)"]
coef_m21156<-coef(m21156)["(Intercept)"]
coef_m21157<-coef(m21157)["(Intercept)"]
coef_m21158<-coef(m21158)["(Intercept)"]
coef_m21159<-coef(m21159)["(Intercept)"]
coef_m21160<-coef(m21160)["(Intercept)"]
coef_m21161<-coef(m21161)["(Intercept)"]
coef_m21162<-coef(m21162)["(Intercept)"]
coef_m21163<-coef(m21163)["(Intercept)"]
coef_m21164<-coef(m21164)["(Intercept)"]
coef_m21165<-coef(m21165)["(Intercept)"]
coef_m21166<-coef(m21166)["(Intercept)"]
coef_m21167<-coef(m21167)["(Intercept)"]
coef_m21168<-coef(m21168)["(Intercept)"]
coef_m21169<-coef(m21169)["(Intercept)"]
coef_m21170<-coef(m21170)["(Intercept)"]
coef_m21171<-coef(m21171)["(Intercept)"]
coef_m21172<-coef(m21172)["(Intercept)"]
coef_m21173<-coef(m21173)["(Intercept)"]
coef_m21174<-coef(m21174)["(Intercept)"]
coef_m21175<-coef(m21175)["(Intercept)"]
coef_m21176<-coef(m21176)["(Intercept)"]
coef_m21177<-coef(m21177)["(Intercept)"]
coef_m21178<-coef(m21178)["(Intercept)"]
coef_m21179<-coef(m21179)["(Intercept)"]
coef_m21180<-coef(m21180)["(Intercept)"]
coef_m21181<-coef(m21181)["(Intercept)"]
coef_m21182<-coef(m21182)["(Intercept)"]
coef_m21183<-coef(m21183)["(Intercept)"]
coef_m21184<-coef(m21184)["(Intercept)"]
coef_m21185<-coef(m21185)["(Intercept)"]
coef_m21186<-coef(m21186)["(Intercept)"]
coef_m21187<-coef(m21187)["(Intercept)"]
coef_m21188<-coef(m21188)["(Intercept)"]
coef_m21189<-coef(m21189)["(Intercept)"]
coef_m21190<-coef(m21190)["(Intercept)"]
coef_m21191<-coef(m21191)["(Intercept)"]
coef_m21192<-coef(m21192)["(Intercept)"]
coef_m21193<-coef(m21193)["(Intercept)"]
coef_m21194<-coef(m21194)["(Intercept)"]
coef_m21195<-coef(m21195)["(Intercept)"]
coef_m21196<-coef(m21196)["(Intercept)"]
coef_m21197<-coef(m21197)["(Intercept)"]
coef_m21198<-coef(m21198)["(Intercept)"]
coef_m21199<-coef(m21199)["(Intercept)"]
coef_m21200<-coef(m21200)["(Intercept)"]
coef_m21201<-coef(m21201)["(Intercept)"]
coef_m21202<-coef(m21202)["(Intercept)"]
coef_m21203<-coef(m21203)["(Intercept)"]
coef_m21204<-coef(m21204)["(Intercept)"]
coef_m21205<-coef(m21205)["(Intercept)"]
coef_m21206<-coef(m21206)["(Intercept)"]
coef_m21207<-coef(m21207)["(Intercept)"]
coef_m21208<-coef(m21208)["(Intercept)"]
coef_m21209<-coef(m21209)["(Intercept)"]
coef_m21210<-coef(m21210)["(Intercept)"]
coef_m21211<-coef(m21211)["(Intercept)"]
coef_m21212<-coef(m21212)["(Intercept)"]
coef_m21213<-coef(m21213)["(Intercept)"]
coef_m21214<-coef(m21214)["(Intercept)"]
coef_m21215<-coef(m21215)["(Intercept)"]
coef_m21216<-coef(m21216)["(Intercept)"]
coef_m21217<-coef(m21217)["(Intercept)"]
coef_m22000<-coef(m22000)["(Intercept)"]
coef_m22001<-coef(m22001)["(Intercept)"]
coef_m22002<-coef(m22002)["(Intercept)"]
coef_m22003<-coef(m22003)["(Intercept)"]
coef_m22004<-coef(m22004)["(Intercept)"]
coef_m22005<-coef(m22005)["(Intercept)"]
coef_m22006<-coef(m22006)["(Intercept)"]
coef_m22007<-coef(m22007)["(Intercept)"]
coef_m22008<-coef(m22008)["(Intercept)"]
coef_m22009<-coef(m22009)["(Intercept)"]
coef_m22010<-coef(m22010)["(Intercept)"]
coef_m22011<-coef(m22011)["(Intercept)"]
coef_m22012<-coef(m22012)["(Intercept)"]
coef_m22013<-coef(m22013)["(Intercept)"]
coef_m22014<-coef(m22014)["(Intercept)"]
coef_m22015<-coef(m22015)["(Intercept)"]
coef_m22016<-coef(m22016)["(Intercept)"]
coef_m22017<-coef(m22017)["(Intercept)"]
coef_m22018<-coef(m22018)["(Intercept)"]
coef_m23000<-coef(m23000)["(Intercept)"]
coef_m23001<-coef(m23001)["(Intercept)"]
coef_m23002<-coef(m23002)["(Intercept)"]
coef_m23003<-coef(m23003)["(Intercept)"]
coef_m23004<-coef(m23004)["(Intercept)"]
coef_m23005<-coef(m23005)["(Intercept)"]
coef_m23006<-coef(m23006)["(Intercept)"]
coef_m23007<-coef(m23007)["(Intercept)"]
coef_m23008<-coef(m23008)["(Intercept)"]
coef_m23009<-coef(m23009)["(Intercept)"]
coef_m23010<-coef(m23010)["(Intercept)"]
coef_m23011<-coef(m23011)["(Intercept)"]
coef_m24000<-coef(m24000)["(Intercept)"]
coef_m24001<-coef(m24001)["(Intercept)"]
coef_m24002<-coef(m24002)["(Intercept)"]
coef_m24003<-coef(m24003)["(Intercept)"]
coef_m24004<-coef(m24004)["(Intercept)"]
coef_m24005<-coef(m24005)["(Intercept)"]
coef_m24006<-coef(m24006)["(Intercept)"]
coef_m24007<-coef(m24007)["(Intercept)"]
coef_m24008<-coef(m24008)["(Intercept)"]
coef_m24009<-coef(m24009)["(Intercept)"]
coef_m24010<-coef(m24010)["(Intercept)"]
coef_m24011<-coef(m24011)["(Intercept)"]
coef_m24012<-coef(m24012)["(Intercept)"]
coef_m24013<-coef(m24013)["(Intercept)"]
coef_m24014<-coef(m24014)["(Intercept)"]
coef_m24015<-coef(m24015)["(Intercept)"]
coef_m24016<-coef(m24016)["(Intercept)"]
coef_m24017<-coef(m24017)["(Intercept)"]
coef_m24018<-coef(m24018)["(Intercept)"]
coef_m24019<-coef(m24019)["(Intercept)"]
coef_m24020<-coef(m24020)["(Intercept)"]
coef_m24021<-coef(m24021)["(Intercept)"]
coef_m24022<-coef(m24022)["(Intercept)"]
coef_m24023<-coef(m24023)["(Intercept)"]
coef_m24024<-coef(m24024)["(Intercept)"]
coef_m24025<-coef(m24025)["(Intercept)"]
coef_m24026<-coef(m24026)["(Intercept)"]
coef_m24027<-coef(m24027)["(Intercept)"]
coef_m24028<-coef(m24028)["(Intercept)"]
coef_m24029<-coef(m24029)["(Intercept)"]
coef_m24030<-coef(m24030)["(Intercept)"]
coef_m24031<-coef(m24031)["(Intercept)"]
coef_m24032<-coef(m24032)["(Intercept)"]
coef_m24033<-coef(m24033)["(Intercept)"]
coef_m24034<-coef(m24034)["(Intercept)"]
coef_m24035<-coef(m24035)["(Intercept)"]
coef_m24036<-coef(m24036)["(Intercept)"]
coef_m24037<-coef(m24037)["(Intercept)"]
coef_m24038<-coef(m24038)["(Intercept)"]
coef_m24039<-coef(m24039)["(Intercept)"]
coef_m24040<-coef(m24040)["(Intercept)"]
coef_m24041<-coef(m24041)["(Intercept)"]
coef_m24042<-coef(m24042)["(Intercept)"]
coef_m24043<-coef(m24043)["(Intercept)"]
coef_m24044<-coef(m24044)["(Intercept)"]
coef_m24045<-coef(m24045)["(Intercept)"]
coef_m24046<-coef(m24046)["(Intercept)"]
coef_m24047<-coef(m24047)["(Intercept)"]
coef_m24048<-coef(m24048)["(Intercept)"]
coef_m24049<-coef(m24049)["(Intercept)"]
coef_m24050<-coef(m24050)["(Intercept)"]
coef_m24051<-coef(m24051)["(Intercept)"]
coef_m24052<-coef(m24052)["(Intercept)"]
coef_m24053<-coef(m24053)["(Intercept)"]
coef_m24054<-coef(m24054)["(Intercept)"]
coef_m24055<-coef(m24055)["(Intercept)"]
coef_m24056<-coef(m24056)["(Intercept)"]
coef_m24057<-coef(m24057)["(Intercept)"]
coef_m24058<-coef(m24058)["(Intercept)"]
coef_m25000<-coef(m25000)["(Intercept)"]
coef_m25001<-coef(m25001)["(Intercept)"]
coef_m25002<-coef(m25002)["(Intercept)"]
coef_m25003<-coef(m25003)["(Intercept)"]
coef_m25004<-coef(m25004)["(Intercept)"]
coef_m25005<-coef(m25005)["(Intercept)"]
coef_m25006<-coef(m25006)["(Intercept)"]
coef_m25007<-coef(m25007)["(Intercept)"]
coef_m25008<-coef(m25008)["(Intercept)"]
coef_m25009<-coef(m25009)["(Intercept)"]
coef_m25010<-coef(m25010)["(Intercept)"]
coef_m25011<-coef(m25011)["(Intercept)"]
coef_m25012<-coef(m25012)["(Intercept)"]
coef_m25013<-coef(m25013)["(Intercept)"]
coef_m25014<-coef(m25014)["(Intercept)"]
coef_m25015<-coef(m25015)["(Intercept)"]
coef_m25016<-coef(m25016)["(Intercept)"]
coef_m25017<-coef(m25017)["(Intercept)"]
coef_m25018<-coef(m25018)["(Intercept)"]
coef_m26000<-coef(m26000)["(Intercept)"]
coef_m26001<-coef(m26001)["(Intercept)"]
coef_m26002<-coef(m26002)["(Intercept)"]
coef_m26003<-coef(m26003)["(Intercept)"]
coef_m26004<-coef(m26004)["(Intercept)"]
coef_m26005<-coef(m26005)["(Intercept)"]
coef_m26006<-coef(m26006)["(Intercept)"]
coef_m26007<-coef(m26007)["(Intercept)"]
coef_m26008<-coef(m26008)["(Intercept)"]
coef_m26009<-coef(m26009)["(Intercept)"]
coef_m26010<-coef(m26010)["(Intercept)"]
coef_m26011<-coef(m26011)["(Intercept)"]
coef_m26012<-coef(m26012)["(Intercept)"]
coef_m26013<-coef(m26013)["(Intercept)"]
coef_m26014<-coef(m26014)["(Intercept)"]
coef_m26015<-coef(m26015)["(Intercept)"]
coef_m26016<-coef(m26016)["(Intercept)"]
coef_m26017<-coef(m26017)["(Intercept)"]
coef_m26018<-coef(m26018)["(Intercept)"]
coef_m26019<-coef(m26019)["(Intercept)"]
coef_m26020<-coef(m26020)["(Intercept)"]
coef_m26021<-coef(m26021)["(Intercept)"]
coef_m26022<-coef(m26022)["(Intercept)"]
coef_m26023<-coef(m26023)["(Intercept)"]
coef_m26024<-coef(m26024)["(Intercept)"]
coef_m26025<-coef(m26025)["(Intercept)"]
coef_m26026<-coef(m26026)["(Intercept)"]
coef_m26027<-coef(m26027)["(Intercept)"]
coef_m26028<-coef(m26028)["(Intercept)"]
coef_m26029<-coef(m26029)["(Intercept)"]
coef_m26030<-coef(m26030)["(Intercept)"]
coef_m26031<-coef(m26031)["(Intercept)"]
coef_m26032<-coef(m26032)["(Intercept)"]
coef_m26033<-coef(m26033)["(Intercept)"]
coef_m26034<-coef(m26034)["(Intercept)"]
coef_m26035<-coef(m26035)["(Intercept)"]
coef_m26036<-coef(m26036)["(Intercept)"]
coef_m26037<-coef(m26037)["(Intercept)"]
coef_m26038<-coef(m26038)["(Intercept)"]
coef_m26039<-coef(m26039)["(Intercept)"]
coef_m26040<-coef(m26040)["(Intercept)"]
coef_m26041<-coef(m26041)["(Intercept)"]
coef_m26042<-coef(m26042)["(Intercept)"]
coef_m26043<-coef(m26043)["(Intercept)"]
coef_m26044<-coef(m26044)["(Intercept)"]
coef_m26045<-coef(m26045)["(Intercept)"]
coef_m26046<-coef(m26046)["(Intercept)"]
coef_m26047<-coef(m26047)["(Intercept)"]
coef_m26048<-coef(m26048)["(Intercept)"]
coef_m26049<-coef(m26049)["(Intercept)"]
coef_m26050<-coef(m26050)["(Intercept)"]
coef_m26051<-coef(m26051)["(Intercept)"]
coef_m26052<-coef(m26052)["(Intercept)"]
coef_m26053<-coef(m26053)["(Intercept)"]
coef_m26054<-coef(m26054)["(Intercept)"]
coef_m26055<-coef(m26055)["(Intercept)"]
coef_m26056<-coef(m26056)["(Intercept)"]
coef_m26057<-coef(m26057)["(Intercept)"]
coef_m26058<-coef(m26058)["(Intercept)"]
coef_m26059<-coef(m26059)["(Intercept)"]
coef_m26060<-coef(m26060)["(Intercept)"]
coef_m26061<-coef(m26061)["(Intercept)"]
coef_m26062<-coef(m26062)["(Intercept)"]
coef_m26063<-coef(m26063)["(Intercept)"]
coef_m26064<-coef(m26064)["(Intercept)"]
coef_m26065<-coef(m26065)["(Intercept)"]
coef_m26066<-coef(m26066)["(Intercept)"]
coef_m26067<-coef(m26067)["(Intercept)"]
coef_m26068<-coef(m26068)["(Intercept)"]
coef_m26069<-coef(m26069)["(Intercept)"]
coef_m26070<-coef(m26070)["(Intercept)"]
coef_m26071<-coef(m26071)["(Intercept)"]
coef_m26072<-coef(m26072)["(Intercept)"]
coef_m27000<-coef(m27000)["(Intercept)"]
coef_m27001<-coef(m27001)["(Intercept)"]
coef_m27002<-coef(m27002)["(Intercept)"]
coef_m27003<-coef(m27003)["(Intercept)"]
coef_m27004<-coef(m27004)["(Intercept)"]
coef_m27005<-coef(m27005)["(Intercept)"]
coef_m27006<-coef(m27006)["(Intercept)"]
coef_m27007<-coef(m27007)["(Intercept)"]
coef_m27008<-coef(m27008)["(Intercept)"]
coef_m27009<-coef(m27009)["(Intercept)"]
coef_m27010<-coef(m27010)["(Intercept)"]
coef_m27011<-coef(m27011)["(Intercept)"]
coef_m27012<-coef(m27012)["(Intercept)"]
coef_m27013<-coef(m27013)["(Intercept)"]
coef_m27014<-coef(m27014)["(Intercept)"]
coef_m27015<-coef(m27015)["(Intercept)"]
coef_m27016<-coef(m27016)["(Intercept)"]
coef_m27017<-coef(m27017)["(Intercept)"]
coef_m28000<-coef(m28000)["(Intercept)"]
coef_m28001<-coef(m28001)["(Intercept)"]
coef_m28002<-coef(m28002)["(Intercept)"]
coef_m28003<-coef(m28003)["(Intercept)"]
coef_m28004<-coef(m28004)["(Intercept)"]
coef_m28005<-coef(m28005)["(Intercept)"]
coef_m28006<-coef(m28006)["(Intercept)"]
coef_m28007<-coef(m28007)["(Intercept)"]
coef_m28008<-coef(m28008)["(Intercept)"]
coef_m28009<-coef(m28009)["(Intercept)"]
coef_m28010<-coef(m28010)["(Intercept)"]
coef_m28011<-coef(m28011)["(Intercept)"]
coef_m28012<-coef(m28012)["(Intercept)"]
coef_m28013<-coef(m28013)["(Intercept)"]
coef_m28014<-coef(m28014)["(Intercept)"]
coef_m28015<-coef(m28015)["(Intercept)"]
coef_m28016<-coef(m28016)["(Intercept)"]
coef_m28017<-coef(m28017)["(Intercept)"]
coef_m28018<-coef(m28018)["(Intercept)"]
coef_m28019<-coef(m28019)["(Intercept)"]
coef_m28020<-coef(m28020)["(Intercept)"]
coef_m28021<-coef(m28021)["(Intercept)"]
coef_m28022<-coef(m28022)["(Intercept)"]
coef_m28023<-coef(m28023)["(Intercept)"]
coef_m28024<-coef(m28024)["(Intercept)"]
coef_m28025<-coef(m28025)["(Intercept)"]
coef_m28026<-coef(m28026)["(Intercept)"]
coef_m28027<-coef(m28027)["(Intercept)"]
coef_m28028<-coef(m28028)["(Intercept)"]
coef_m28029<-coef(m28029)["(Intercept)"]
coef_m28030<-coef(m28030)["(Intercept)"]
coef_m28031<-coef(m28031)["(Intercept)"]
coef_m28032<-coef(m28032)["(Intercept)"]
coef_m28033<-coef(m28033)["(Intercept)"]
coef_m28034<-coef(m28034)["(Intercept)"]
coef_m28035<-coef(m28035)["(Intercept)"]
coef_m28036<-coef(m28036)["(Intercept)"]
coef_m28037<-coef(m28037)["(Intercept)"]
coef_m28038<-coef(m28038)["(Intercept)"]
coef_m28039<-coef(m28039)["(Intercept)"]
coef_m28040<-coef(m28040)["(Intercept)"]
coef_m28041<-coef(m28041)["(Intercept)"]
coef_m28042<-coef(m28042)["(Intercept)"]
coef_m28043<-coef(m28043)["(Intercept)"]
coef_m29000<-coef(m29000)["(Intercept)"]
coef_m29001<-coef(m29001)["(Intercept)"]
coef_m29002<-coef(m29002)["(Intercept)"]
coef_m29003<-coef(m29003)["(Intercept)"]
coef_m29004<-coef(m29004)["(Intercept)"]
coef_m29005<-coef(m29005)["(Intercept)"]
coef_m29006<-coef(m29006)["(Intercept)"]
coef_m29007<-coef(m29007)["(Intercept)"]
coef_m29008<-coef(m29008)["(Intercept)"]
coef_m29009<-coef(m29009)["(Intercept)"]
coef_m29010<-coef(m29010)["(Intercept)"]
coef_m29011<-coef(m29011)["(Intercept)"]
coef_m29012<-coef(m29012)["(Intercept)"]
coef_m29013<-coef(m29013)["(Intercept)"]
coef_m29014<-coef(m29014)["(Intercept)"]
coef_m29015<-coef(m29015)["(Intercept)"]
coef_m29016<-coef(m29016)["(Intercept)"]
coef_m29017<-coef(m29017)["(Intercept)"]
coef_m29018<-coef(m29018)["(Intercept)"]
coef_m29019<-coef(m29019)["(Intercept)"]
coef_m29020<-coef(m29020)["(Intercept)"]
coef_m29021<-coef(m29021)["(Intercept)"]
coef_m29022<-coef(m29022)["(Intercept)"]
coef_m29023<-coef(m29023)["(Intercept)"]
coef_m29024<-coef(m29024)["(Intercept)"]
coef_m29025<-coef(m29025)["(Intercept)"]
coef_m29026<-coef(m29026)["(Intercept)"]
coef_m29027<-coef(m29027)["(Intercept)"]
coef_m29028<-coef(m29028)["(Intercept)"]
coef_m29029<-coef(m29029)["(Intercept)"]
coef_m29030<-coef(m29030)["(Intercept)"]
coef_m29031<-coef(m29031)["(Intercept)"]
coef_m29032<-coef(m29032)["(Intercept)"]
coef_m29033<-coef(m29033)["(Intercept)"]
coef_m29034<-coef(m29034)["(Intercept)"]
coef_m29035<-coef(m29035)["(Intercept)"]
coef_m29036<-coef(m29036)["(Intercept)"]
coef_m29037<-coef(m29037)["(Intercept)"]
coef_m29038<-coef(m29038)["(Intercept)"]
coef_m29039<-coef(m29039)["(Intercept)"]
coef_m29040<-coef(m29040)["(Intercept)"]
coef_m29041<-coef(m29041)["(Intercept)"]
coef_m29042<-coef(m29042)["(Intercept)"]
coef_m29043<-coef(m29043)["(Intercept)"]
coef_m29044<-coef(m29044)["(Intercept)"]
coef_m29045<-coef(m29045)["(Intercept)"]
coef_m29046<-coef(m29046)["(Intercept)"]
coef_m29047<-coef(m29047)["(Intercept)"]
coef_m29048<-coef(m29048)["(Intercept)"]
coef_m29049<-coef(m29049)["(Intercept)"]
coef_m29050<-coef(m29050)["(Intercept)"]
coef_m29051<-coef(m29051)["(Intercept)"]
coef_m29052<-coef(m29052)["(Intercept)"]
coef_m29053<-coef(m29053)["(Intercept)"]
coef_m29054<-coef(m29054)["(Intercept)"]
coef_m29055<-coef(m29055)["(Intercept)"]
coef_m29056<-coef(m29056)["(Intercept)"]
coef_m29057<-coef(m29057)["(Intercept)"]
coef_m29058<-coef(m29058)["(Intercept)"]
coef_m29059<-coef(m29059)["(Intercept)"]
coef_m29060<-coef(m29060)["(Intercept)"]
coef_m30000<-coef(m30000)["(Intercept)"]
coef_m30001<-coef(m30001)["(Intercept)"]
coef_m30002<-coef(m30002)["(Intercept)"]
coef_m30003<-coef(m30003)["(Intercept)"]
coef_m30004<-coef(m30004)["(Intercept)"]
coef_m30005<-coef(m30005)["(Intercept)"]
coef_m30006<-coef(m30006)["(Intercept)"]
coef_m30007<-coef(m30007)["(Intercept)"]
coef_m30008<-coef(m30008)["(Intercept)"]
coef_m30009<-coef(m30009)["(Intercept)"]
coef_m30010<-coef(m30010)["(Intercept)"]
coef_m30011<-coef(m30011)["(Intercept)"]
coef_m30012<-coef(m30012)["(Intercept)"]
coef_m30013<-coef(m30013)["(Intercept)"]
coef_m30014<-coef(m30014)["(Intercept)"]
coef_m30015<-coef(m30015)["(Intercept)"]
coef_m30016<-coef(m30016)["(Intercept)"]
coef_m30017<-coef(m30017)["(Intercept)"]
coef_m30018<-coef(m30018)["(Intercept)"]
coef_m30019<-coef(m30019)["(Intercept)"]
coef_m30020<-coef(m30020)["(Intercept)"]
coef_m30021<-coef(m30021)["(Intercept)"]
coef_m30022<-coef(m30022)["(Intercept)"]
coef_m30023<-coef(m30023)["(Intercept)"]
coef_m30024<-coef(m30024)["(Intercept)"]
coef_m30025<-coef(m30025)["(Intercept)"]
coef_m30026<-coef(m30026)["(Intercept)"]
coef_m30027<-coef(m30027)["(Intercept)"]
coef_m30028<-coef(m30028)["(Intercept)"]
coef_m30029<-coef(m30029)["(Intercept)"]
coef_m30030<-coef(m30030)["(Intercept)"]
coef_m30031<-coef(m30031)["(Intercept)"]
coef_m30032<-coef(m30032)["(Intercept)"]
coef_m30033<-coef(m30033)["(Intercept)"]
coef_m30034<-coef(m30034)["(Intercept)"]
coef_m30035<-coef(m30035)["(Intercept)"]
coef_m30036<-coef(m30036)["(Intercept)"]
coef_m30037<-coef(m30037)["(Intercept)"]
coef_m30038<-coef(m30038)["(Intercept)"]
coef_m30039<-coef(m30039)["(Intercept)"]
coef_m30040<-coef(m30040)["(Intercept)"]
coef_m30041<-coef(m30041)["(Intercept)"]
coef_m30042<-coef(m30042)["(Intercept)"]
coef_m30043<-coef(m30043)["(Intercept)"]
coef_m30044<-coef(m30044)["(Intercept)"]
coef_m30045<-coef(m30045)["(Intercept)"]
coef_m30046<-coef(m30046)["(Intercept)"]
coef_m30047<-coef(m30047)["(Intercept)"]
coef_m30048<-coef(m30048)["(Intercept)"]
coef_m30049<-coef(m30049)["(Intercept)"]
coef_m30050<-coef(m30050)["(Intercept)"]
coef_m30051<-coef(m30051)["(Intercept)"]
coef_m30052<-coef(m30052)["(Intercept)"]
coef_m30053<-coef(m30053)["(Intercept)"]
coef_m30054<-coef(m30054)["(Intercept)"]
coef_m30055<-coef(m30055)["(Intercept)"]
coef_m30056<-coef(m30056)["(Intercept)"]
coef_m30057<-coef(m30057)["(Intercept)"]
coef_m30058<-coef(m30058)["(Intercept)"]
coef_m30059<-coef(m30059)["(Intercept)"]
coef_m30060<-coef(m30060)["(Intercept)"]
coef_m30061<-coef(m30061)["(Intercept)"]
coef_m30062<-coef(m30062)["(Intercept)"]
coef_m30063<-coef(m30063)["(Intercept)"]
coef_m30064<-coef(m30064)["(Intercept)"]
coef_m30065<-coef(m30065)["(Intercept)"]
coef_m30066<-coef(m30066)["(Intercept)"]
coef_m30067<-coef(m30067)["(Intercept)"]
coef_m30068<-coef(m30068)["(Intercept)"]
coef_m30069<-coef(m30069)["(Intercept)"]
coef_m30070<-coef(m30070)["(Intercept)"]
coef_m30071<-coef(m30071)["(Intercept)"]
coef_m30072<-coef(m30072)["(Intercept)"]
coef_m30073<-coef(m30073)["(Intercept)"]
coef_m30074<-coef(m30074)["(Intercept)"]
coef_m30075<-coef(m30075)["(Intercept)"]
coef_m30076<-coef(m30076)["(Intercept)"]
coef_m30077<-coef(m30077)["(Intercept)"]
coef_m30078<-coef(m30078)["(Intercept)"]
coef_m30079<-coef(m30079)["(Intercept)"]
coef_m30080<-coef(m30080)["(Intercept)"]
coef_m30081<-coef(m30081)["(Intercept)"]
coef_m30082<-coef(m30082)["(Intercept)"]
coef_m30083<-coef(m30083)["(Intercept)"]
coef_m30084<-coef(m30084)["(Intercept)"]
coef_m30085<-coef(m30085)["(Intercept)"]
coef_m30086<-coef(m30086)["(Intercept)"]
coef_m30087<-coef(m30087)["(Intercept)"]
coef_m30088<-coef(m30088)["(Intercept)"]
coef_m30089<-coef(m30089)["(Intercept)"]
coef_m30090<-coef(m30090)["(Intercept)"]
coef_m30091<-coef(m30091)["(Intercept)"]
coef_m30092<-coef(m30092)["(Intercept)"]
coef_m30093<-coef(m30093)["(Intercept)"]
coef_m30094<-coef(m30094)["(Intercept)"]
coef_m30095<-coef(m30095)["(Intercept)"]
coef_m30096<-coef(m30096)["(Intercept)"]
coef_m30097<-coef(m30097)["(Intercept)"]
coef_m30098<-coef(m30098)["(Intercept)"]
coef_m30099<-coef(m30099)["(Intercept)"]
coef_m30100<-coef(m30100)["(Intercept)"]
coef_m30101<-coef(m30101)["(Intercept)"]
coef_m30102<-coef(m30102)["(Intercept)"]
coef_m30103<-coef(m30103)["(Intercept)"]
coef_m30104<-coef(m30104)["(Intercept)"]
coef_m30105<-coef(m30105)["(Intercept)"]
coef_m30106<-coef(m30106)["(Intercept)"]
coef_m30107<-coef(m30107)["(Intercept)"]
coef_m30108<-coef(m30108)["(Intercept)"]
coef_m30109<-coef(m30109)["(Intercept)"]
coef_m30110<-coef(m30110)["(Intercept)"]
coef_m30111<-coef(m30111)["(Intercept)"]
coef_m30112<-coef(m30112)["(Intercept)"]
coef_m30113<-coef(m30113)["(Intercept)"]
coef_m30114<-coef(m30114)["(Intercept)"]
coef_m30115<-coef(m30115)["(Intercept)"]
coef_m30116<-coef(m30116)["(Intercept)"]
coef_m30117<-coef(m30117)["(Intercept)"]
coef_m30118<-coef(m30118)["(Intercept)"]
coef_m30119<-coef(m30119)["(Intercept)"]
coef_m30120<-coef(m30120)["(Intercept)"]
coef_m30121<-coef(m30121)["(Intercept)"]
coef_m30122<-coef(m30122)["(Intercept)"]
coef_m30123<-coef(m30123)["(Intercept)"]
coef_m30124<-coef(m30124)["(Intercept)"]
coef_m30125<-coef(m30125)["(Intercept)"]
coef_m30126<-coef(m30126)["(Intercept)"]
coef_m30127<-coef(m30127)["(Intercept)"]
coef_m30128<-coef(m30128)["(Intercept)"]
coef_m30129<-coef(m30129)["(Intercept)"]
coef_m30130<-coef(m30130)["(Intercept)"]
coef_m30131<-coef(m30131)["(Intercept)"]
coef_m30132<-coef(m30132)["(Intercept)"]
coef_m30133<-coef(m30133)["(Intercept)"]
coef_m30134<-coef(m30134)["(Intercept)"]
coef_m30135<-coef(m30135)["(Intercept)"]
coef_m30136<-coef(m30136)["(Intercept)"]
coef_m30137<-coef(m30137)["(Intercept)"]
coef_m30138<-coef(m30138)["(Intercept)"]
coef_m30139<-coef(m30139)["(Intercept)"]
coef_m30140<-coef(m30140)["(Intercept)"]
coef_m30141<-coef(m30141)["(Intercept)"]
coef_m30142<-coef(m30142)["(Intercept)"]
coef_m30143<-coef(m30143)["(Intercept)"]
coef_m30144<-coef(m30144)["(Intercept)"]
coef_m30145<-coef(m30145)["(Intercept)"]
coef_m30146<-coef(m30146)["(Intercept)"]
coef_m30147<-coef(m30147)["(Intercept)"]
coef_m30148<-coef(m30148)["(Intercept)"]
coef_m30149<-coef(m30149)["(Intercept)"]
coef_m30150<-coef(m30150)["(Intercept)"]
coef_m30151<-coef(m30151)["(Intercept)"]
coef_m30152<-coef(m30152)["(Intercept)"]
coef_m30153<-coef(m30153)["(Intercept)"]
coef_m30154<-coef(m30154)["(Intercept)"]
coef_m30155<-coef(m30155)["(Intercept)"]
coef_m30156<-coef(m30156)["(Intercept)"]
coef_m30157<-coef(m30157)["(Intercept)"]
coef_m30158<-coef(m30158)["(Intercept)"]
coef_m30159<-coef(m30159)["(Intercept)"]
coef_m30160<-coef(m30160)["(Intercept)"]
coef_m30161<-coef(m30161)["(Intercept)"]
coef_m30162<-coef(m30162)["(Intercept)"]
coef_m30163<-coef(m30163)["(Intercept)"]
coef_m30164<-coef(m30164)["(Intercept)"]
coef_m30165<-coef(m30165)["(Intercept)"]
coef_m30166<-coef(m30166)["(Intercept)"]
coef_m30167<-coef(m30167)["(Intercept)"]
coef_m30168<-coef(m30168)["(Intercept)"]
coef_m30169<-coef(m30169)["(Intercept)"]
coef_m30170<-coef(m30170)["(Intercept)"]
coef_m30171<-coef(m30171)["(Intercept)"]
coef_m30172<-coef(m30172)["(Intercept)"]
coef_m30173<-coef(m30173)["(Intercept)"]
coef_m30174<-coef(m30174)["(Intercept)"]
coef_m30175<-coef(m30175)["(Intercept)"]
coef_m30176<-coef(m30176)["(Intercept)"]
coef_m30177<-coef(m30177)["(Intercept)"]
coef_m30178<-coef(m30178)["(Intercept)"]
coef_m30179<-coef(m30179)["(Intercept)"]
coef_m30180<-coef(m30180)["(Intercept)"]
coef_m30181<-coef(m30181)["(Intercept)"]
coef_m30182<-coef(m30182)["(Intercept)"]
coef_m30183<-coef(m30183)["(Intercept)"]
coef_m30184<-coef(m30184)["(Intercept)"]
coef_m30185<-coef(m30185)["(Intercept)"]
coef_m30186<-coef(m30186)["(Intercept)"]
coef_m30187<-coef(m30187)["(Intercept)"]
coef_m30188<-coef(m30188)["(Intercept)"]
coef_m30189<-coef(m30189)["(Intercept)"]
coef_m30190<-coef(m30190)["(Intercept)"]
coef_m30191<-coef(m30191)["(Intercept)"]
coef_m30192<-coef(m30192)["(Intercept)"]
coef_m30193<-coef(m30193)["(Intercept)"]
coef_m30194<-coef(m30194)["(Intercept)"]
coef_m30195<-coef(m30195)["(Intercept)"]
coef_m30196<-coef(m30196)["(Intercept)"]
coef_m30197<-coef(m30197)["(Intercept)"]
coef_m30198<-coef(m30198)["(Intercept)"]
coef_m30199<-coef(m30199)["(Intercept)"]
coef_m30200<-coef(m30200)["(Intercept)"]
coef_m30201<-coef(m30201)["(Intercept)"]
coef_m30202<-coef(m30202)["(Intercept)"]
coef_m30203<-coef(m30203)["(Intercept)"]
coef_m30204<-coef(m30204)["(Intercept)"]
coef_m30205<-coef(m30205)["(Intercept)"]
coef_m30206<-coef(m30206)["(Intercept)"]
coef_m30207<-coef(m30207)["(Intercept)"]
coef_m30208<-coef(m30208)["(Intercept)"]
coef_m30209<-coef(m30209)["(Intercept)"]
coef_m30210<-coef(m30210)["(Intercept)"]
coef_m30211<-coef(m30211)["(Intercept)"]
coef_m30212<-coef(m30212)["(Intercept)"]
coef_m31000<-coef(m31000)["(Intercept)"]
coef_m31001<-coef(m31001)["(Intercept)"]
coef_m31002<-coef(m31002)["(Intercept)"]
coef_m31003<-coef(m31003)["(Intercept)"]
coef_m31004<-coef(m31004)["(Intercept)"]
coef_m31005<-coef(m31005)["(Intercept)"]
coef_m31006<-coef(m31006)["(Intercept)"]
coef_m31007<-coef(m31007)["(Intercept)"]
coef_m31008<-coef(m31008)["(Intercept)"]
coef_m31009<-coef(m31009)["(Intercept)"]
coef_m31010<-coef(m31010)["(Intercept)"]
coef_m31011<-coef(m31011)["(Intercept)"]
coef_m31012<-coef(m31012)["(Intercept)"]
coef_m31013<-coef(m31013)["(Intercept)"]
coef_m31014<-coef(m31014)["(Intercept)"]
coef_m31015<-coef(m31015)["(Intercept)"]
coef_m31016<-coef(m31016)["(Intercept)"]
coef_m31017<-coef(m31017)["(Intercept)"]
coef_m31018<-coef(m31018)["(Intercept)"]
coef_m31019<-coef(m31019)["(Intercept)"]
coef_m31020<-coef(m31020)["(Intercept)"]
coef_m31021<-coef(m31021)["(Intercept)"]
coef_m31022<-coef(m31022)["(Intercept)"]
coef_m31023<-coef(m31023)["(Intercept)"]
coef_m31024<-coef(m31024)["(Intercept)"]
coef_m31025<-coef(m31025)["(Intercept)"]
coef_m31026<-coef(m31026)["(Intercept)"]
coef_m31027<-coef(m31027)["(Intercept)"]
coef_m31028<-coef(m31028)["(Intercept)"]
coef_m31029<-coef(m31029)["(Intercept)"]
coef_m31030<-coef(m31030)["(Intercept)"]
coef_m31031<-coef(m31031)["(Intercept)"]
coef_m31032<-coef(m31032)["(Intercept)"]
coef_m31033<-coef(m31033)["(Intercept)"]
coef_m31034<-coef(m31034)["(Intercept)"]
coef_m31035<-coef(m31035)["(Intercept)"]
coef_m31036<-coef(m31036)["(Intercept)"]
coef_m31037<-coef(m31037)["(Intercept)"]
coef_m31038<-coef(m31038)["(Intercept)"]
coef_m31039<-coef(m31039)["(Intercept)"]
coef_m31040<-coef(m31040)["(Intercept)"]
coef_m31041<-coef(m31041)["(Intercept)"]
coef_m31042<-coef(m31042)["(Intercept)"]
coef_m31043<-coef(m31043)["(Intercept)"]
coef_m31044<-coef(m31044)["(Intercept)"]
coef_m31045<-coef(m31045)["(Intercept)"]
coef_m31046<-coef(m31046)["(Intercept)"]
coef_m31047<-coef(m31047)["(Intercept)"]
coef_m31048<-coef(m31048)["(Intercept)"]
coef_m31049<-coef(m31049)["(Intercept)"]
coef_m31050<-coef(m31050)["(Intercept)"]
coef_m31051<-coef(m31051)["(Intercept)"]
coef_m31052<-coef(m31052)["(Intercept)"]
coef_m31053<-coef(m31053)["(Intercept)"]
coef_m31054<-coef(m31054)["(Intercept)"]
coef_m31055<-coef(m31055)["(Intercept)"]
coef_m31056<-coef(m31056)["(Intercept)"]
coef_m31057<-coef(m31057)["(Intercept)"]
coef_m31058<-coef(m31058)["(Intercept)"]
coef_m31059<-coef(m31059)["(Intercept)"]
coef_m31060<-coef(m31060)["(Intercept)"]
coef_m31061<-coef(m31061)["(Intercept)"]
coef_m31062<-coef(m31062)["(Intercept)"]
coef_m31063<-coef(m31063)["(Intercept)"]
coef_m31064<-coef(m31064)["(Intercept)"]
coef_m31065<-coef(m31065)["(Intercept)"]
coef_m31066<-coef(m31066)["(Intercept)"]
coef_m31067<-coef(m31067)["(Intercept)"]
coef_m31068<-coef(m31068)["(Intercept)"]
coef_m31069<-coef(m31069)["(Intercept)"]
coef_m31070<-coef(m31070)["(Intercept)"]
coef_m31071<-coef(m31071)["(Intercept)"]
coef_m31072<-coef(m31072)["(Intercept)"]
coef_m31073<-coef(m31073)["(Intercept)"]
coef_m31074<-coef(m31074)["(Intercept)"]
coef_m31075<-coef(m31075)["(Intercept)"]
coef_m31076<-coef(m31076)["(Intercept)"]
coef_m31077<-coef(m31077)["(Intercept)"]
coef_m31078<-coef(m31078)["(Intercept)"]
coef_m31079<-coef(m31079)["(Intercept)"]
coef_m31080<-coef(m31080)["(Intercept)"]
coef_m31081<-coef(m31081)["(Intercept)"]
coef_m31082<-coef(m31082)["(Intercept)"]
coef_m31083<-coef(m31083)["(Intercept)"]
coef_m31084<-coef(m31084)["(Intercept)"]
coef_m31085<-coef(m31085)["(Intercept)"]
coef_m31086<-coef(m31086)["(Intercept)"]
coef_m31087<-coef(m31087)["(Intercept)"]
coef_m31088<-coef(m31088)["(Intercept)"]
coef_m31089<-coef(m31089)["(Intercept)"]
coef_m31090<-coef(m31090)["(Intercept)"]
coef_m31091<-coef(m31091)["(Intercept)"]
coef_m31092<-coef(m31092)["(Intercept)"]
coef_m31093<-coef(m31093)["(Intercept)"]
coef_m31094<-coef(m31094)["(Intercept)"]
coef_m31095<-coef(m31095)["(Intercept)"]
coef_m31096<-coef(m31096)["(Intercept)"]
coef_m31097<-coef(m31097)["(Intercept)"]
coef_m31098<-coef(m31098)["(Intercept)"]
coef_m31099<-coef(m31099)["(Intercept)"]
coef_m31100<-coef(m31100)["(Intercept)"]
coef_m31101<-coef(m31101)["(Intercept)"]
coef_m31102<-coef(m31102)["(Intercept)"]
coef_m31103<-coef(m31103)["(Intercept)"]
coef_m31104<-coef(m31104)["(Intercept)"]
coef_m31105<-coef(m31105)["(Intercept)"]
coef_m31106<-coef(m31106)["(Intercept)"]
coef_m32000<-coef(m32000)["(Intercept)"]
coef_m32001<-coef(m32001)["(Intercept)"]
coef_m32002<-coef(m32002)["(Intercept)"]
coef_m32003<-coef(m32003)["(Intercept)"]
coef_m32004<-coef(m32004)["(Intercept)"]
coef_m32005<-coef(m32005)["(Intercept)"]
coef_m32006<-coef(m32006)["(Intercept)"]
coef_m32007<-coef(m32007)["(Intercept)"]
coef_m32008<-coef(m32008)["(Intercept)"]
coef_m32009<-coef(m32009)["(Intercept)"]
coef_m32010<-coef(m32010)["(Intercept)"]
coef_m32011<-coef(m32011)["(Intercept)"]
coef_m32012<-coef(m32012)["(Intercept)"]
coef_m32013<-coef(m32013)["(Intercept)"]
coef_m32014<-coef(m32014)["(Intercept)"]
coef_m32015<-coef(m32015)["(Intercept)"]
coef_m32016<-coef(m32016)["(Intercept)"]
coef_m32017<-coef(m32017)["(Intercept)"]
coef_m32018<-coef(m32018)["(Intercept)"]
coef_m32019<-coef(m32019)["(Intercept)"]
coef_m32020<-coef(m32020)["(Intercept)"]
coef_m32021<-coef(m32021)["(Intercept)"]
coef_m32022<-coef(m32022)["(Intercept)"]
coef_m32023<-coef(m32023)["(Intercept)"]
coef_m32024<-coef(m32024)["(Intercept)"]
coef_m32025<-coef(m32025)["(Intercept)"]
coef_m32026<-coef(m32026)["(Intercept)"]
coef_m32027<-coef(m32027)["(Intercept)"]
coef_m32028<-coef(m32028)["(Intercept)"]
coef_m32029<-coef(m32029)["(Intercept)"]
coef_m32030<-coef(m32030)["(Intercept)"]
coef_m32031<-coef(m32031)["(Intercept)"]
coef_m32032<-coef(m32032)["(Intercept)"]
coef_m32033<-coef(m32033)["(Intercept)"]
coef_m32034<-coef(m32034)["(Intercept)"]
coef_m32035<-coef(m32035)["(Intercept)"]
coef_m32036<-coef(m32036)["(Intercept)"]
coef_m32037<-coef(m32037)["(Intercept)"]
coef_m32038<-coef(m32038)["(Intercept)"]
coef_m32039<-coef(m32039)["(Intercept)"]
coef_m32040<-coef(m32040)["(Intercept)"]
coef_m32041<-coef(m32041)["(Intercept)"]
coef_m32042<-coef(m32042)["(Intercept)"]
coef_m32043<-coef(m32043)["(Intercept)"]
coef_m32044<-coef(m32044)["(Intercept)"]
coef_m32045<-coef(m32045)["(Intercept)"]
coef_m32046<-coef(m32046)["(Intercept)"]
coef_m32047<-coef(m32047)["(Intercept)"]
coef_m32048<-coef(m32048)["(Intercept)"]
coef_m32049<-coef(m32049)["(Intercept)"]
coef_m32050<-coef(m32050)["(Intercept)"]
coef_m32051<-coef(m32051)["(Intercept)"]
coef_m32052<-coef(m32052)["(Intercept)"]
coef_m32053<-coef(m32053)["(Intercept)"]
coef_m32054<-coef(m32054)["(Intercept)"]
coef_m32055<-coef(m32055)["(Intercept)"]
coef_m32056<-coef(m32056)["(Intercept)"]
coef_m32057<-coef(m32057)["(Intercept)"]
coef_m32058<-coef(m32058)["(Intercept)"]


con_iniciales<-cbind(coef_m0,
coef_m1000,
coef_m1001,
coef_m1002,
coef_m1003,
coef_m1004,
coef_m1005,
coef_m1006,
coef_m1007,
coef_m1008,
coef_m1009,
coef_m1010,
coef_m1011,
coef_m2000,
coef_m2001,
coef_m2002,
coef_m2003,
coef_m2004,
coef_m2005,
coef_m3000,
coef_m3001,
coef_m3002,
coef_m3003,
coef_m3008,
coef_m3009,
coef_m4000,
coef_m4001,
coef_m4002,
coef_m4003,
coef_m4004,
coef_m4005,
coef_m4006,
coef_m4007,
coef_m4008,
coef_m4009,
coef_m4010,
coef_m4011,
coef_m5000,
coef_m5001,
coef_m5002,
coef_m5003,
coef_m5004,
coef_m5005,
coef_m5006,
coef_m5007,
coef_m5008,
coef_m5009,
coef_m5010,
coef_m5011,
coef_m5012,
coef_m5013,
coef_m5014,
coef_m5015,
coef_m5016,
coef_m5017,
coef_m5018,
coef_m5019,
coef_m5020,
coef_m5021,
coef_m5022,
coef_m5023,
coef_m5024,
coef_m5025,
coef_m5026,
coef_m5027,
coef_m5028,
coef_m5029,
coef_m5030,
coef_m5031,
coef_m5032,
coef_m5033,
coef_m5034,
coef_m5035,
coef_m5036,
coef_m5037,
coef_m5038,
coef_m6000,
coef_m6001,
coef_m6002,
coef_m6003,
coef_m6004,
coef_m6005,
coef_m6006,
coef_m6007,
coef_m6008,
coef_m6009,
coef_m6010,
coef_m7000,
coef_m7001,
coef_m7002,
coef_m7003,
coef_m7004,
coef_m7005,
coef_m7006,
coef_m7007,
coef_m7008,
coef_m7009,
coef_m7010,
coef_m7011,
coef_m7012,
coef_m7013,
coef_m7014,
coef_m7015,
coef_m7016,
coef_m7017,
coef_m7018,
coef_m7019,
coef_m7020,
coef_m7021,
coef_m7022,
coef_m7023,
coef_m7024,
coef_m7025,
coef_m7026,
coef_m7027,
coef_m7028,
coef_m7029,
coef_m7030,
coef_m7031,
coef_m7032,
coef_m7033,
coef_m7034,
coef_m7035,
coef_m7036,
coef_m7037,
coef_m7038,
coef_m7039,
coef_m7040,
coef_m7041,
coef_m7042,
coef_m7043,
coef_m7044,
coef_m7045,
coef_m7046,
coef_m7047,
coef_m7048,
coef_m7049,
coef_m7050,
coef_m7051,
coef_m7052,
coef_m7053,
coef_m7054,
coef_m7055,
coef_m7056,
coef_m7057,
coef_m7058,
coef_m7059,
coef_m7060,
coef_m7061,
coef_m7062,
coef_m7063,
coef_m7064,
coef_m7065,
coef_m7066,
coef_m7067,
coef_m7068,
coef_m7069,
coef_m7070,
coef_m7071,
coef_m7072,
coef_m7073,
coef_m7074,
coef_m7075,
coef_m7076,
coef_m7077,
coef_m7078,
coef_m7079,
coef_m7080,
coef_m7081,
coef_m7082,
coef_m7083,
coef_m7084,
coef_m7085,
coef_m7086,
coef_m7087,
coef_m7088,
coef_m7089,
coef_m7090,
coef_m7091,
coef_m7092,
coef_m7093,
coef_m7094,
coef_m7096,
coef_m7097,
coef_m7098,
coef_m7099,
coef_m7100,
coef_m7101,
coef_m7102,
coef_m7103,
coef_m7104,
coef_m7105,
coef_m7106,
coef_m7107,
coef_m7108,
coef_m7109,
coef_m7110,
coef_m7111,
coef_m7112,
coef_m7113,
coef_m7114,
coef_m7115,
coef_m7116,
coef_m7117,
coef_m7118,
coef_m7119,
coef_m7124,
coef_m8000,
coef_m8001,
coef_m8002,
coef_m8003,
coef_m8004,
coef_m8005,
coef_m8006,
coef_m8007,
coef_m8008,
coef_m8009,
coef_m8010,
coef_m8011,
coef_m8012,
coef_m8013,
coef_m8014,
coef_m8015,
coef_m8016,
coef_m8017,
coef_m8018,
coef_m8019,
coef_m8020,
coef_m8021,
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#Guardamos las condiciones iniciales
con_iniciales=as.data.frame(t(con_iniciales))
###

F_ec_90<-cbind((im_ec_90$`inv_br_fi_%_nac`),
               log(im_ec_90$pib_mun),
               log(1000000*((im_ec_90$pib_mun)/(im_ec_90$pea+im_ec_90$pei))))

F_ec_90[!is.finite(F_ec_90)] <- 0


fec_90<-factanal(F_ec_90, factor=1, rotation="varimax", scores = "regression")
fe90<-fec_90$scores

#############  Factor Social 1990  #############  
F_soc_90<- cbind(im_idh_90$idh, im_mar_90$porc_15ymas_analfabeta, im_mar_90$indice_marginacion)
fsc_90<-factanal(F_soc_90, factor=1, rotation="varimax", scores = "regression")
fs90<-fsc_90$scores


#############  Factor Familiar 1990  #############  
F_fam_90<- cbind(im_mar_90$porc_ocu_viv_hacin,log(im_ed_90$p6a14_no_asistesc),
                 log(im_ed_90$p5ymas_sin_primaria))
F_fam_90[!is.finite(F_fam_90)] <- 0

ffm_90<-factanal(F_fam_90, factor=1, rotation="varimax", scores = "regression")
ff90<-ffm_90$scores



con_iniciales=as.matrix(con_iniciales)
oportunidad_economica=fe90
rezago_social=fs90
cohesión_familiar=ff90
cercania_puerto=controles$Puerto
cercania_EE_UU=controles$Frontera
poblacio_rural=im_mar_90$porc_loc_menor5k
modelo<-lm(con_iniciales~oportunidad_economica+rezago_social+cohesión_familiar+
             cercania_puerto+cercania_EE_UU+poblacio_rural)

panderOptions('round', 4)
reg0<-pander(modelo,style = 'multiline', add.significance.stars=T,  digits = "2", 
       caption = "",
       split.table = Inf, covariate.labels = c('Intercepto', 'Oportunidad Económica', 'Rezago Social',
                                               'Cohesión Familiar', 'Cercanía a Puertos',
                                               'Cercanía con EE.UU',
                                               'Población menor a 5k habitantes')
       )
reg0


# reg<-stargazer(modelo, type = "latex") 
# reg
```