Clase 1: De la pregunta inferencial al intervalo de confianza con CASEN Araucanía
2026-04-21
En esta unidad trabajaremos con una sola base de datos: CASEN reducida – Región de La Araucanía
¿Por qué?
La evaluación pide desarrollar seis partes:
Trabajaremos preguntas inferenciales simples sobre fenómenos sociales de la región.
La pregunta debe ser:
1. Estimación
¿Cuál es el promedio o proporción de una variable en la población?
Ejemplos:
2. Comparación
¿Existe diferencia entre dos grupos?
Ejemplos:
3. Relación
¿Se asocian dos variables?
Ejemplos:
Tema: Son cosas amplias, como pobreza en La Araucanía, desigualdad, educación, empleo, ingresos, etc.
Problema: Existe una duda concreta sobre el comportamiento de una variable o la diferencia entre grupos.
Pregunta: Debe formularse de manera específica, medible y compatible con la base.
Son los paquetes mínimos, se supone que ya están instalados, en caso contrario, antes ejecutar comando install.packages() en los casos que corresponda
Rows: 14,457
Columns: 877
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$ y5h_preg <dbl+lbl> 2, 2, NA, 2, NA, 2, NA, NA, NA, NA, NA, NA,…
$ y5i_preg <dbl+lbl> 2, 2, NA, 2, NA, 2, NA, NA, NA, NA, NA, NA,…
$ y5j_preg <dbl+lbl> 2, 2, NA, 2, NA, 2, NA, NA, NA, NA, NA, NA,…
$ y5k_preg <dbl+lbl> 2, 2, NA, 2, NA, 2, NA, NA, NA, NA, NA, NA,…
$ y5l_preg <dbl+lbl> 2, 2, NA, 2, NA, 2, NA, NA, NA, N…
$ y5a <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y5b <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y5c <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y5d <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y5e <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y5f <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y5g <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y5h <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y5i <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y5j <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y5k <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y5l <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y6 <dbl+lbl> NA, NA, NA, NA, NA, 65000, NA…
$ y7 <dbl+lbl> NA, NA, NA, NA, NA, …
$ y8 <dbl+lbl> NA, NA, NA, NA, NA, NA, 0…
$ y9 <dbl+lbl> NA, NA, NA, NA, NA, NA, 0, NA, NA, 0, NA, NA,…
$ y10 <dbl+lbl> NA, NA, NA, NA, NA, NA, NA…
$ y11_preg <dbl+lbl> NA, NA, 2, NA, 2, NA, NA, 2, 2, NA, 2, 2,…
$ y11 <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y12a_preg <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ y12a <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y12b_preg <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ y12b <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y13a_preg <dbl+lbl> 2, 2, 2, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ y13a <dbl+lbl> NA, NA, NA, 1e+05, NA, NA, NA…
$ y13b_preg <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ y13b <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y13c_preg <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ y13c <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y14a_preg <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ y14a <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y14b_preg <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ y14b <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y14c_preg <dbl+lbl> 2, 2, 1, 2, 2, 2, 2, 2, NA, 2, 2, 2,…
$ y14c <dbl+lbl> NA, NA, 211000, NA, NA, NA,…
$ y15a_preg <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ y15a <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y15b_preg <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, …
$ y15b <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y15c_preg <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ y15c <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y16a_preg <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ y16a <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y16b_preg <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ y16b <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y17_preg <dbl+lbl> 2, 2, 2, 2, NA, 2, 2, NA, NA, 2, NA, NA,…
$ y17 <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y18a_preg <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ y18a <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y18b_preg <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ y18b <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y18c_preg <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ y18c <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y18d_preg <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ y18d_esp <chr> "", "", "", "", "", "", "", "", "", "", "", "", "",…
$ y18d <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y19 <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ y19t <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y19n <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y20a <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, 1, NA, NA, NA,…
$ y20b <dbl+lbl> 2, NA, 2, 2, NA, 2, 2, NA, NA, NA, NA, 2,…
$ y20c <dbl+lbl> 2, 2, 2, 2, 2, 2, 1, 2, 2, 2, 2, 2,…
$ y20d <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ y20e <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, 2, NA, NA, NA,…
$ y20amonto <dbl> NA, NA, NA, NA, NA, NA, NA, NA, 21243, NA, NA, NA, …
$ y20bmonto <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y20cmonto <dbl> NA, NA, NA, NA, NA, NA, 21243, NA, NA, NA, NA, NA, …
$ y20dmonto <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y20emonto <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y21_preg <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y21 <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y21monto <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y21_bolsillo <dbl+lbl> 2, 2, 2, 2, 2, 2, 1, 2, 2, …
$ y21_bolsillo_m <dbl+lbl> NA, NA, NA, NA, NA, NA, 3, NA, NA, NA, NA, NA,…
$ y21_bolsillo_p <dbl+lbl> NA, NA, NA, NA, NA, NA, 2, NA, NA, NA, NA, NA,…
$ y21_bolsillo_monto <dbl> NA, NA, NA, NA, NA, NA, 243000, NA, NA, NA, NA, NA,…
$ y22_preg <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ y22 <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y22amonto <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y22bmonto <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y22cmonto <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y22dmonto <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y23a_preg <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ y23a <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y23b <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y23c <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, 2, NA, NA, NA,…
$ y23bmonto <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y23cmonto <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y24_preg <dbl+lbl> 2, 2, 2, 2, NA, 2, 2, NA, NA, 2, NA, NA,…
$ y24 <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA,…
$ y24a_preg <dbl+lbl> 2, 2, 1, 1, NA, 2, 1, NA, NA, 2, NA, NA,…
$ y24a <dbl+lbl> NA, NA, 1, 2, NA, NA, 2, NA, NA, NA, NA, NA,…
$ y24amonto <dbl> NA, NA, 23890, 31056, NA, NA, 31056, NA, NA, NA, NA…
$ y25a_preg <dbl+lbl> 2, 2, 2, 2, 2, 2, 1, 2, 2, 2, 2, 2,…
$ y25a <dbl+lbl> NA, NA, NA, NA, NA, NA, 2, NA, NA, NA, NA, NA,…
$ y25amonto <dbl> NA, NA, NA, NA, NA, NA, 123586, NA, NA, NA, NA, NA,…
$ y25b_preg <dbl+lbl> NA, NA, NA, NA, 2, NA, NA, NA, 2, NA, NA, NA,…
$ y25b <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y25bmonto <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y25c <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, 2, NA, 2, 2, NA,…
$ y25cmonto <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y25d <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, 1, NA, NA, NA, NA,…
$ y25dmonto <dbl> NA, NA, NA, NA, NA, NA, NA, 77982, NA, NA, NA, NA, …
$ y25ep <dbl+lbl> NA, NA, NA, NA, 3, NA, NA, NA, NA, NA, NA, NA,…
$ y25e <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y25fp <dbl+lbl> 3, NA, 3, 3, NA, 3, 3, NA, NA, NA, NA, 3,…
$ y25f <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y27_preg <dbl+lbl> 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3,…
$ y27_esp <chr> "", "", "", "", "", "", "", "", "", "", "", "", "",…
$ y27 <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_1b <dbl+lbl> NA, 2, 2, 2, NA, 2, 2, 1, NA, 2, 2, NA,…
$ y29_2b <dbl+lbl> NA, NA, NA, NA, NA, NA,…
$ y29_3b <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, 1, NA, NA, NA, NA,…
$ y29_3b_1 <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_4b <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_5b <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, 1, NA, NA, NA, NA,…
$ y29_6b <dbl+lbl> NA, NA, NA, NA, NA, NA,…
$ y29_6b_1 <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_7b <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_8b <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_8b_1 <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_9b <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, 2, NA, NA, NA, NA,…
$ y29_1c <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, NA, NA, 2, 2, 2,…
$ y29_1cmonto <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_1d <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, NA, NA, 2, 2, 2,…
$ y29_2d <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_4d <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_5d <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_3d <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_1e <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, NA, 2, 2, 2, 2,…
$ y29_2e <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_3e <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_1f <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ y29_2f <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_3f <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_4f <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_5f <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_6f <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_1g <dbl+lbl> NA, NA, NA, NA, 2, NA, NA, NA, 2, NA, NA, NA,…
$ y29_2g <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_3g <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_1h <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ y29_2h <dbl+lbl> NA, NA, NA, NA, NA, NA,…
$ y29_3h <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_4h <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_5h <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_1i <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ y29i_esp <chr> "", "", "", "", "", "", "", "", "", "", "", "", "",…
$ y29_3i <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_m2_a1 <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y29_m2_a2 <dbl+lbl> NA, NA, NA, NA, NA, NA,…
$ s2 <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ s5 <dbl+lbl> 0, 0, 1, 1, 0, 1, 3, 2, 0, 3, 3, 0,…
$ s6 <dbl+lbl> NA, NA, 22, 18, NA, 29, 18, 21, NA, 21, 22, NA,…
$ s9a <dbl+lbl> 2, NA, 1, 1, NA, 2, 1, NA, NA, N…
$ s9b <dbl+lbl> NA, NA, 1, 1, NA, NA, 1, NA, NA, NA, 1, NA,…
$ s10 <dbl+lbl> 3, NA, NA, NA, NA, 3, NA, NA, NA, NA, NA, 4,…
$ s11a <dbl+lbl> 2, NA, 1, 1, NA, 2, 2, NA, NA, NA, 1, NA,…
$ s11b <dbl+lbl> NA, NA, 1, 1, NA, NA, NA, NA, NA, NA, 2, NA,…
$ s12 <dbl+lbl> 3, NA, NA, NA, NA, 3, 9, NA, NA, NA, NA, NA,…
$ s13 <dbl+lbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ s13_fonasa <dbl+lbl> 2, 3, 2, 2, 1, 4, 1, 1, 1, 3, 3, 2, 3, 1, 1, 1,…
$ s15a <dbl+lbl> 2, 2, 2, 2, NA, 2, 2, NA, NA, 2, NA, NA,…
$ s15b <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ s16 <dbl+lbl> 2, 5, 1, 5, 2, 5, 5, 5, 5, 5, 5, 5, 5, 5, 2, 5,…
$ s17 <dbl+lbl> 1, NA, 1, NA, 1, NA, NA, NA, NA, NA, NA, NA,…
$ s17b <dbl+lbl> 1, NA, 1, NA, 1, NA, NA, NA, NA, NA, NA, NA,…
$ s18 <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ s19a <dbl+lbl> 2, NA, 1, NA, 2, NA, NA, NA, NA, NA, NA, NA,…
$ s19b <dbl+lbl> 2, NA, 1, NA, 2, NA, NA, NA, NA, NA, NA, NA,…
$ s19c <dbl+lbl> 2, NA, 1, NA, 2, NA, NA, NA, NA, NA, NA, NA,…
$ s19d <dbl+lbl> 2, NA, 2, NA, 2, NA, NA, NA, NA, NA, NA, NA,…
$ s19e <dbl+lbl> 2, NA, 2, NA, 2, NA, NA, NA, NA, NA, NA, NA,…
$ s20a_preg <dbl+lbl> 2, 1, 1, 1, 1, 2, 2, 2, 2, 1, 2, 1, 2, 1, 2, 2,…
$ s20b <dbl+lbl> NA, 1, 1, 1, 1, NA, NA, NA, NA, 1, NA, 2,…
$ s21a_preg <dbl+lbl> 1, 2, 1, 1, 1, 2, 1, 1, 1, 2, 2, 2, 2, 2, 1, 2,…
$ s21b <dbl+lbl> 1, NA, 1, 1, 1, NA, 1, 1, 2, NA, NA, NA,…
$ s22a_preg <dbl+lbl> 2, 2, 1, 2, 2, 2, 1, 2, 2, 2, 2, 2, 2, 1, 2, 2,…
$ s22b <dbl+lbl> NA, NA, 1, NA, NA, NA, 1, NA, NA, NA, NA, NA,…
$ s23a_preg <dbl+lbl> 2, 2, 1, 1, 2, 2, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ s23b <dbl+lbl> NA, NA, 1, 1, NA, NA, 1, NA, NA, NA, NA, NA,…
$ s24a_preg <dbl+lbl> 2, 2, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1,…
$ s24b <dbl+lbl> NA, NA, 1, 2, NA, NA, NA, NA, NA, NA, NA, NA,…
$ s26a <dbl+lbl> 0, 3, 4, 10, 7, 0, 12, 0, 2, 2, 2, 0,…
$ s26b_1 <dbl+lbl> NA, 0, 0, 0, 0, NA, 0, NA, 0, 0, 0, NA,…
$ s26b_2 <dbl+lbl> NA, 0, 0, 0, 0, NA, 0, NA, 0, 0, 0, NA,…
$ s26b_3 <dbl+lbl> NA, 0, 1, 0, 0, NA, 1, NA, 1, 1, 1, NA,…
$ s26b_4 <dbl+lbl> NA, 0, 0, 1, 0, NA, 1, NA, 0, 0, 0, NA,…
$ s26b_5 <dbl+lbl> NA, 0, 1, 0, 0, NA, 0, NA, 0, 0, 0, NA,…
$ s26b_6 <dbl+lbl> NA, 0, 0, 0, 0, NA, 0, NA, 0, 0, 0, NA,…
$ s26b_7 <dbl+lbl> NA, 0, 0, 0, 0, NA, 0, NA, 0, 0, 0, NA,…
$ s26b_8 <dbl+lbl> NA, 1, 1, 1, 1, NA, 1, NA, 0, 0, 0, NA,…
$ s26b_88 <dbl+lbl> NA, 0, 0, 0, 0, NA, 0, NA, 0, 0, 0, NA,…
$ s26u <dbl+lbl> NA, NA, 8, 8, NA, NA, 3, NA, NA, NA, NA, NA,…
$ s26c <dbl+lbl> NA, 1, 1, 1, 1, NA, 1, NA, 1, 1, 1, NA,…
$ s27a <dbl+lbl> 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5,…
$ s27c <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ s28 <dbl+lbl> 22, 22, 4, 21, 22, 22, 4, 7, 21, 1, 1, 22,…
$ s29 <dbl+lbl> NA, NA, 1, NA, NA, NA, 1, 1, NA, …
$ s30 <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ s30_esp <chr> "", "", "", "", "", "", "", "", "", "", "", "", "",…
$ s31_1 <dbl+lbl> 0, 0, 1, 0, 0, 1, 1, 1, 0, 1, 1, 0, 0, 0, 0, 0,…
$ s31_2 <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ s31_3 <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ s31_4 <dbl+lbl> 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ s31_5 <dbl+lbl> 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0,…
$ s31_6 <dbl+lbl> 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0,…
$ s31_7 <dbl+lbl> 1, 1, 0, 0, 1, 0, 0, 0, 1, 0, 0, 1, 0, 0, 1, 1,…
$ s32l <dbl+lbl> NA, NA, 2, 1, NA, 1, 2, 1, 1, 2, 2, NA,…
$ s32a <dbl+lbl> NA, NA, 1, 1, NA, 1, 1, 1, 1, 1, 1, NA,…
$ s32b <dbl+lbl> NA, NA, 1, 1, NA, 1, 1, 1, 1, 1, 3, NA,…
$ s32c <dbl+lbl> NA, NA, 1, 1, NA, 1, 2, 2, 1, 1, 1, NA,…
$ s32d <dbl+lbl> NA, NA, 1, 1, NA, 1, 1, 1, 1, 1, 1, NA,…
$ s32e <dbl+lbl> NA, NA, 1, 1, NA, 2, 1, 1, 1, 3, 2, NA,…
$ s32f <dbl+lbl> NA, NA, 1, 1, NA, 1, 1, 1, 1, 2, 2, NA,…
$ s32g <dbl+lbl> NA, NA, 2, 1, NA, 1, 4, 3, 1, 1, 1, NA,…
$ s32h <dbl+lbl> NA, NA, 1, 1, NA, 1, 3, 1, 1, 1, 1, NA,…
$ s32i <dbl+lbl> NA, NA, 1, 1, NA, 1, 1, 1, 1, 1, 1, NA,…
$ s32j <dbl+lbl> NA, NA, 1, 1, NA, 1, 3, 2, 1, 1, 2, NA,…
$ s32k <dbl+lbl> NA, NA, 1, 1, NA, 1, 1, 1, 1, 1, 1, NA,…
$ s33l <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ s33a <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ s33b <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 4, NA,…
$ s33c <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ s33d <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ s33e <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, 1, NA, NA,…
$ s33f <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ s33g <dbl+lbl> NA, NA, NA, NA, NA, NA, 1, 1, NA, NA, NA, NA,…
$ s33h <dbl+lbl> NA, NA, NA, NA, NA, NA, 1, NA, NA, NA, NA, NA,…
$ s33i <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ s33j <dbl+lbl> NA, NA, NA, NA, NA, NA, 1, NA, NA, NA, NA, NA,…
$ s33k <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ s34a <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 1, NA,…
$ s34b <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 3, NA, NA, …
$ s34c <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2, NA,…
$ s34c2 <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ s34c3 <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ r1a <dbl+lbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ r1a_esp <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ r1b <dbl+lbl> 2, 1, 2, 2, 2, 1, 2, 2, 1, 1, 1, 1, 2, 2, 2, 2,…
$ r1b_comuna_esp <dbl+lbl> 13117, NA, 9118, 9116, 9116, NA, 8110…
$ r1b_pais_esp <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ r1cp <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ r1d1 <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ r3 <dbl+lbl> 4, 4, 12, 4, 4, 12, 12, 12, 12, 12, 12, 12,…
$ r4 <dbl+lbl> 3, 3, 3, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 2, 1, 1,…
$ r5 <dbl+lbl> NA, NA, NA, 4, NA, NA, NA, NA, NA, NA, NA, NA,…
$ r5a <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ r5b <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ r6 <dbl+lbl> 15, 1, 3, 3, 6, 15, 1, 15, 15, 15, 15, 15,…
$ r7a <dbl+lbl> 4, 4, 1, 4, 4, 1, 4, 4, 4, 2, 2, 2, 2, 2, 2, 2,…
$ r7b <dbl+lbl> 4, 4, 4, 4, 4, 1, 4, 4, 4, 2, 2, 2, 2, 2, 2, 2,…
$ r7c <dbl+lbl> 1, 1, 1, 4, 4, 1, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4,…
$ r7d <dbl+lbl> 1, 1, 1, 4, 4, 1, 1, 1, 1, 4, 4, 4, 4, 4, 4, 4,…
$ r7e <dbl+lbl> 4, 4, 1, 4, 4, 1, 4, 4, 4, 4, 4, 4, 2, 2, 2, 2,…
$ r7f <dbl+lbl> 4, 4, 1, 2, 2, 1, 2, 2, 2, 1, 1, 1, 2, 2, 2, 2,…
$ r7g <dbl+lbl> 1, 1, 4, 2, 2, 4, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3,…
$ r7h <dbl+lbl> 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4,…
$ r7i <dbl+lbl> 4, 1, 4, 1, 1, 4, 1, 1, 1, 4, 4, 4, 1, 1, 1, 1,…
$ r8a <dbl+lbl> 2, 1, 1, 1, 1, 2, 1, 1, 1, 2, 2, 2, 1, 1, 1, 1,…
$ r8b <dbl+lbl> 2, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ r8c <dbl+lbl> 2, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ r8d <dbl+lbl> 2, 2, 2, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ r8e <dbl+lbl> 2, 2, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ r8f <dbl+lbl> 2, 1, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ r8g <dbl+lbl> 2, 2, 1, 1, 1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ r8h <dbl+lbl> 2, 2, 2, 1, 1, 2, 1, 1, 1, 2, 2, 2, 1, 1, 1, 1,…
$ r9a <dbl+lbl> 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0,…
$ r9b <dbl+lbl> 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ r9u <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1,…
$ r9c <dbl+lbl> 0, 0, 1, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0,…
$ r9d <dbl+lbl> 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ r9e <dbl+lbl> 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0,…
$ r9f <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ r9g <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ r9h <dbl+lbl> 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ r9i <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ r9j <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ r9k <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ r9l <dbl+lbl> 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ r9m <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ r9n <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1,…
$ r9o <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ r9p <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ r9q <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1,…
$ r9r <dbl+lbl> 0, 0, 1, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0,…
$ r9s <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ r9t <dbl+lbl> 1, 1, 0, 0, 0, 1, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0,…
$ r14 <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 2, 2, 2, 2,…
$ r15 <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, 1, 1, 1,…
$ r17a <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1,…
$ r17b <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ r17c <dbl+lbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ r17d <dbl+lbl> 1, 2, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 2, 2, 2, 2,…
$ r17e <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,…
$ r18 <dbl+lbl> 10, 10, 7, 7, 7, 5, 7, 7, 7, 3, 3, 3,…
$ v1 <dbl+lbl> 1, 2, 2, 2, 2, 1, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1,…
$ v2 <dbl+lbl> 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3,…
$ v3 <dbl+lbl> 1, 1, 1, 2, 2, 1, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3,…
$ v4 <dbl+lbl> 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1,…
$ v5 <dbl+lbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 2, 2, 2, 2,…
$ v6 <dbl+lbl> 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3,…
$ v7 <dbl+lbl> 1, 1, 1, 3, 3, 1, 3, 3, 3, 1, 1, 1, 2, 2, 2, 2,…
$ v9 <dbl+lbl> 6, 6, 1, 5, 5, 1, 1, 1, 1, 7, 7, 7, 8, 8, 8, 8,…
$ v10 <dbl+lbl> NA, NA, 1, NA, NA, 1, 1, 1, 1, NA, NA, NA,…
$ v11_o1 <dbl> NA, NA, 1, NA, NA, 1, 1, 1, 1, NA, NA, NA, NA, NA, …
$ v11_o2 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ v12 <dbl+lbl> 3, 2, 4, 2, 2, 3, 3, 3, 3, 1, 1, 1, 4, 4, 4, 4,…
$ v12mt <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ v13 <dbl+lbl> 2, 2, 1, 2, 2, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3,…
$ v13_propia <dbl+lbl> NA, NA, 1, NA, NA, 1, 1, 1, 1, NA, NA, NA,…
$ v13_arrendada <dbl+lbl> 6, 6, NA, 5, 5, NA, NA, NA, NA, NA, NA, NA,…
$ v13_cedida <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, 8, 8, 8,…
$ v14 <dbl+lbl> NA, NA, 2014, NA, NA, 2011, 2012, 2012,…
$ v15 <dbl+lbl> NA, NA, 3, NA, NA, 1, 1, 1, 1, NA, NA, NA,…
$ v16 <dbl+lbl> NA, NA, 6, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ v17 <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ v18 <dbl+lbl> 90000, 170000, NA, 280000, 280000, NA,…
$ v19 <dbl+lbl> 280000, 200000, 250000, 280000, 280000, 200000,…
$ v20 <dbl+lbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ v20_esp <chr> "", "", "", "", "", "", "", "", "", "", "", "", "",…
$ v20_red <dbl+lbl> 1, 2, 1, 2, 2, 1, 1, 1, 1, 1, 1, 1,…
$ v21 <dbl+lbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2,…
$ v22 <dbl+lbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ v23 <dbl+lbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ v23_sistema <dbl+lbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2,…
$ v23_cajon <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ v24 <dbl+lbl> 1, 2, 1, 2, 2, 1, 1, 1, 1, 2, 2, 2, 1, 1, 1, 1,…
$ v24b <dbl+lbl> 30200, -88, 35400, 18300, 18300, 9500,…
$ v25 <dbl+lbl> 7, 7, 6, 7, 7, 6, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ v26 <dbl+lbl> NA, NA, 3, NA, NA, 1, 3, 3, 3, 3, 3, 3,…
$ v27a <dbl+lbl> 3, 1, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4,…
$ v27b <dbl+lbl> 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ v28 <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ v29a <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ v29b <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ v30 <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ v32 <dbl+lbl> NA, NA, NA, NA, NA, NA, 1, 1, 1, NA, NA, NA,…
$ v34a <dbl+lbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 4, 4,…
$ v34b <dbl+lbl> 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4,…
$ v34c <dbl+lbl> 1, 8, 1, 1, 1, 1, 8, 8, 8, 4, 4, 4, 1, 1, 1, 1,…
$ v35a <dbl+lbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ v35b <dbl+lbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ v35c <dbl+lbl> 1, 2, 2, 1, 1, 1, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1,…
$ v35d <dbl+lbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ v36a <dbl+lbl> 1, 1, 1, 4, 4, 1, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1,…
$ v36b <dbl+lbl> 2, 2, 1, 3, 3, 1, 3, 3, 3, 1, 1, 1, 3, 3, 3, 3,…
$ v36c <dbl+lbl> 1, 1, 1, 2, 2, 1, 2, 2, 2, 1, 1, 1, 3, 3, 3, 3,…
$ v36d <dbl+lbl> 1, 1, 2, 1, 1, 1, 3, 3, 3, 1, 1, 1, 3, 3, 3, 3,…
$ v36e <dbl+lbl> 1, 1, 2, 2, 2, 1, 3, 3, 3, 1, 1, 1, 2, 2, 2, 2,…
$ v37a <dbl+lbl> 2, 4, 1, 2, 2, 1, 4, 4, 4, 1, 1, 1, 1, 1, 1, 1,…
$ v37b <dbl+lbl> 1, 2, 2, 1, 1, 1, 3, 3, 3, 1, 1, 1, 2, 2, 2, 2,…
$ v37c <dbl+lbl> 1, 1, 1, 2, 2, 1, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1,…
$ v37d <dbl+lbl> 1, 1, 3, 2, 2, 1, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1,…
$ v37e <dbl+lbl> 1, 2, 1, 2, 2, 1, 3, 3, 3, 1, 1, 1, 1, 1, 1, 1,…
$ v37f <dbl+lbl> 2, 1, 1, 2, 2, 1, 3, 3, 3, 2, 2, 2, 2, 2, 2, 2,…
$ v37g <dbl+lbl> 1, 2, 1, 4, 4, 1, 3, 3, 3, 1, 1, 1, 3, 3, 3, 3,…
$ v38 <dbl+lbl> 12, 12, 12, 12, 12, 12, 5, 5, 5, 12, 12, 12,…
$ os_presente <dbl+lbl> 1, 1, 1, 1, 2, 1, 1, 2, NA, 2, 1, 2,…
$ os1 <dbl+lbl> 1, 1, 1, 1, NA, 1, 1, NA, NA, N…
$ os1_esp <chr> "", "", "", "", "", "", "", "", "", "", "", "", "",…
$ genero <dbl+lbl> 2, 1, 2, 2, NA, 2, 2, NA, NA, NA, 2, NA,…
$ genero_esp <chr> "", "", "", "", "", "", "", "", "", "", "", "", "",…
$ trans <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y0101 <dbl> 289000, 570000, NA, 500000, NA, 515000, NA, NA, NA,…
$ y0301 <dbl> NA, 38000, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, …
$ y0302 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y0303 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y0304 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y0305 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y0306 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y0401 <dbl> NA, NA, NA, NA, NA, 6667, NA, NA, NA, NA, NA, NA, N…
$ y0402 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y0403 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y0404 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y0501 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y0502 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y0503 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y0504 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y0505 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y0506 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y0507 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y0508 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y0509 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y0510 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y0511 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y0512 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yosa <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y0701 <dbl> NA, NA, NA, NA, NA, NA, 400000, NA, NA, 500000, NA,…
$ y0801 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y0901 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yosi <dbl> NA, NA, NA, NA, NA, 65000, NA, NA, NA, NA, NA, NA, …
$ y1101 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yre1 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yama <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ ymes <dbl> NA, NA, NA, 1e+05, NA, NA, NA, NA, NA, NA, NA, NA, …
$ yfa1 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yfa2 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ ytro <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yta1 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yta2 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ ydes <dbl> NA, NA, 211000, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yah1 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yah2 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yrut <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yre2 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yre3 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yac2 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yids <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ ydon <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ ydim <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yotr <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yfam <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y2001 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, 21243, NA, NA, NA, …
$ y2002 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y2003 <dbl> NA, NA, NA, NA, NA, NA, 21243, NA, NA, NA, NA, NA, …
$ y2004 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y2005 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y210101 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y210102 <dbl> NA, NA, NA, NA, NA, NA, 20250, NA, NA, NA, NA, NA, …
$ y2201 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y2202 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y2203 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y2204 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y2301 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y2302 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y2303 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y2401 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y2402 <dbl> NA, NA, 1991, 2588, NA, NA, 2588, NA, NA, NA, NA, N…
$ y2501 <dbl> NA, NA, NA, NA, NA, NA, 10299, NA, NA, NA, NA, NA, …
$ y2502 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y2503 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y2504 <dbl> NA, NA, NA, NA, NA, NA, NA, 6499, NA, NA, NA, NA, N…
$ y2505 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y2506 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ y2701 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yjub_pgu03 <dbl> NA, NA, NA, NA, NA, NA, NA, 214296, NA, NA, NA, NA,…
$ yjub_aps03 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yinv_pbs <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yinv_aps03 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yinv_con <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ ymon_pgu03 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yorf <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yesp_pgu03 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yotp <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yjub_pgu02 <dbl> NA, NA, NA, NA, NA, NA, NA, 35704, NA, NA, NA, NA, …
$ yjub_pgu01 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yjub_aps02 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yjub_con <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yinv_aps02 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ ymon_pgu02 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ ymon_con <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yesp_pgu02 <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yesp <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yaut <dbl> 289000, 608000, 211000, 600000, NA, 586667, 400000,…
$ ysub <dbl> NA, NA, 1991, 2588, NA, NA, 54380, 220795, 21243, N…
$ ytot <dbl> 289000, 608000, 212991, 602588, NA, 586667, 454380,…
$ y0101h <dbl> 289000, 570000, 0, 500000, 500000, 515000, 0, 0, 0,…
$ y0301h <dbl> 0, 38000, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ y0302h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y0303h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y0304h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y0305h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y0306h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y0401h <dbl> 0, 0, 0, 0, 0, 6667, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y0402h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y0403h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y0404h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y0501h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y0502h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y0503h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y0504h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y0505h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y0506h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y0507h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y0508h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y0509h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y0510h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y0511h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y0512h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yosah <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y0701h <dbl> 0, 0, 0, 0, 0, 0, 400000, 400000, 400000, 500000, 5…
$ y0801h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y0901h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yosih <dbl> 0, 0, 0, 0, 0, 65000, 0, 0, 0, 0, 0, 0, 300000, 300…
$ y1101h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yre1h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yamah <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ ymesh <dbl> 0e+00, 0e+00, 0e+00, 1e+05, 1e+05, 0e+00, 0e+00, 0e…
$ yfa1h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yfa2h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ ytroh <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yta1h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yta2h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ ydesh <dbl> 0, 0, 211000, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…
$ yah1h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yah2h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yruth <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yre2h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yre3h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yac2h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yidsh <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ ydonh <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ ydimh <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yotrh <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yfamh <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y2001h <dbl> 0, 0, 0, 0, 0, 0, 21243, 21243, 21243, 0, 0, 0, 637…
$ y2002h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y2003h <dbl> 0, 0, 0, 0, 0, 0, 21243, 21243, 21243, 0, 0, 0, 212…
$ y2004h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y2005h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y210101h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y210102h <dbl> 0, 0, 0, 0, 0, 0, 20250, 20250, 20250, 0, 0, 0, 450…
$ y2201h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y2202h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y2203h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y2204h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y2301h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y2302h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y2303h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y2401h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y2402h <dbl> 0, 0, 1991, 2588, 2588, 0, 2588, 2588, 2588, 0, 0, …
$ y2501h <dbl> 0, 0, 0, 0, 0, 0, 10299, 10299, 10299, 0, 0, 0, 154…
$ y2502h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3932, 3932, 393…
$ y2503h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y2504h <dbl> 0, 0, 0, 0, 0, 0, 6499, 6499, 6499, 0, 0, 0, 0, 0, …
$ y2505h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y2506h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ y2701h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yjub_pgu02h <dbl> 0, 0, 0, 0, 0, 0, 35704, 35704, 35704, 0, 0, 0, 0, …
$ yjub_aps02h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yjub_conh <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yinv_aps02h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yinv_conh <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ ymon_pgu02h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ ymon_conh <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yorfh <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yotph <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yjub_pgu03h <dbl> 0, 0, 0, 0, 0, 0, 214296, 214296, 214296, 0, 0, 0, …
$ yjub_aps03h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yjub_pgu01h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yinv_aps03h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yinv_pbsh <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ ymon_pgu03h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yesp_pgu02h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yesp_pgu03h <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yesph <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yauth <dbl> 289000, 608000, 211000, 600000, 600000, 586667, 435…
$ ysubh <dbl> 0, 0, 1991, 2588, 2588, 0, 296418, 296418, 296418, …
$ yaimh <dbl> 0, 0, 250000, 0, 0, 200000, 250000, 250000, 250000,…
$ ytoth <dbl> 289000, 608000, 462991, 602588, 602588, 786667, 982…
$ y0101c <dbl> 289000, 570000, NA, 500000, NA, 515000, NA, NA, NA,…
$ y0701c <dbl> NA, NA, NA, NA, NA, NA, 400000, NA, NA, 500000, NA,…
$ yjub_conc <dbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ yautcor <dbl> 289000, 608000, 211000, 600000, NA, 586667, 400000,…
$ ytotcor <dbl> 289000, 608000, 212991, 602588, NA, 586667, 454380,…
$ y0101ch <dbl> 289000, 570000, 0, 500000, 500000, 515000, 0, 0, 0,…
$ y0701ch <dbl> 0, 0, 0, 0, 0, 0, 400000, 400000, 400000, 500000, 5…
$ yjub_conch <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ yautcorh <dbl> 289000, 608000, 211000, 600000, 600000, 586667, 435…
$ yaimcorh <dbl> 0, 0, 250000, 0, 0, 200000, 250000, 250000, 250000,…
$ ytotcorh <dbl> 289000, 608000, 462991, 602588, 602588, 786667, 982…
$ ymonecorh <dbl> 289000, 608000, 212991, 602588, 602588, 586667, 732…
$ no_arrienda <dbl+lbl> 0, 0, 1, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ nae <dbl> 1.000000, 1.000000, 1.000000, 1.624505, 1.624505, 1…
$ yae <dbl> 289000, 608000, 212991, 370936, 370936, 586667, 339…
$ li <dbl> 234906, 234906, 158063, 234906, 234906, 158063, 158…
$ lp <dbl> 352359, 352359, 237094, 352359, 352359, 237094, 237…
$ pobreza <dbl+lbl> 2, 3, 2, 3, 3, 3, 3, 3, 3, 2, 2, 2, 3, 3, 3, 3,…
$ yae_2013 <dbl> 289000, 608000, 462991, 370936, 370936, 786667, 455…
$ li_2013 <dbl> 157804, 157804, 157804, 157804, 157804, 157804, 157…
$ lp_2013 <dbl> 236705, 236705, 236705, 236705, 236705, 236705, 236…
$ pobreza_2013 <dbl+lbl> 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3,…
$ yoprcor <dbl> 289000, 570000, NA, 500000, NA, 515000, 400000, NA,…
$ yoprcorh <dbl> 289000, 570000, 0, 500000, 500000, 515000, 400000, …
$ yoautcor <dbl> NA, NA, 211000, 100000, NA, NA, NA, 35704, NA, NA, …
$ yoautcorh <dbl> 0, 0, 211000, 100000, 100000, 0, 35704, 35704, 3570…
$ ytrabajocor <dbl> 289000, 608000, NA, 500000, NA, 586667, 400000, NA,…
$ ytrabajocorh <dbl> 289000, 608000, 0, 500000, 500000, 586667, 400000, …
$ ypchautcor <dbl> 289000, 608000, 211000, 300000, 300000, 586667, 145…
$ ypchtrabcor <dbl> 289000, 608000, 0, 250000, 250000, 586667, 133333, …
$ ypchtotcor <dbl> 289000, 608000, 462991, 301294, 301294, 786667, 327…
$ ypchmonecor <dbl> 289000, 608000, 212991, 301294, 301294, 586667, 244…
$ dau <dbl+lbl> 5, 8, 3, 5, 5, 7, 2, 2, 2, 3, 3, 3, 5, 5, 5, 5,…
$ qaut <dbl+lbl> 3, 4, 2, 3, 3, 4, 1, 1, 1, 2, 2, 2, 3, 3, 3, 3,…
$ dautr <dbl+lbl> 6, 9, 5, 6, 6, 9, 4, 4, 4, 4, 4, 4, 6, 6, 6, 6,…
$ qautr <dbl+lbl> 3, 5, 3, 3, 3, 5, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3,…
$ pobreza_severa <dbl+lbl> 2, 4, 1, 4, 4, 4, NA, NA, NA, 1, 1, 1,…
$ hh_d_asis <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ hh_d_rez <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ hh_d_esc <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1,…
$ hh_d_ape <dbl+lbl> 0, 0, 0, 0, 0, 0, NA, NA, NA, 0, 0, 0,…
$ hh_d_acc <dbl+lbl> 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ hh_d_ali <dbl+lbl> 0, 1, 1, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ hh_d_contprev <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ hh_d_dpf <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0,…
$ hh_d_actsub <dbl+lbl> 1, 0, 1, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0,…
$ hh_d_inf <dbl+lbl> 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ hh_d_jub <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0,…
$ hh_d_cui <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1,…
$ hh_d_defcuali <dbl+lbl> 0, 0, 0, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ hh_d_defcuanti <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ hh_d_accesi <dbl+lbl> 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ hh_d_medio <dbl+lbl> 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0,…
$ hh_d_apoyo <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ hh_d_tsocial <dbl+lbl> 0, 0, 1, 1, 1, 0, 1, 1, 1, 0, 0, 0, 1, 1, 1, 1,…
$ hh_d_conec <dbl+lbl> 0, 0, 0, 1, 1, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0,…
$ hh_d_seg <dbl+lbl> 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 1, 1, 1, 1,…
$ pobreza_multi <dbl+lbl> 0, 0, 1, 0, 0, 0, NA, NA, NA, 1, 1, 1,…
$ hh_d_asis_2015 <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ hh_d_rez_2015 <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ hh_d_esc_2015 <dbl+lbl> 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ hh_d_mal_2015 <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ hh_d_prevs_2015 <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ hh_d_acc_2015 <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ hh_d_act_2015 <dbl+lbl> 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ hh_d_cot_2015 <dbl+lbl> 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0,…
$ hh_d_jub_2015 <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0,…
$ hh_d_hacina_2015 <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ hh_d_estado_2015 <dbl+lbl> 0, 0, 0, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ hh_d_habitab_2015 <dbl+lbl> 0, 0, 0, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ hh_d_servbas_2015 <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ hh_d_medio_2015 <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ hh_d_accesi_2015 <dbl+lbl> 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ hh_d_entorno_2015 <dbl+lbl> 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ hh_d_tsocial_2015 <dbl+lbl> 0, 0, 1, 1, 1, 0, 1, 1, 1, 0, 0, 0, 1, 1, 1, 1,…
$ hh_d_seg_2015 <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ hh_d_appart_2015 <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ pobreza_multi_2015 <dbl+lbl> 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0,…
$ disc_wg <dbl+lbl> 0, 0, 1, 1, 0, 1, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0,…
$ analfabetismo <dbl+lbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ agnoesc <dbl> 17, 12, 12, 12, 14, 12, 12, 6, 12, 4, 6, 12, 12, 2,…
$ esc <dbl> 17, 12, 12, 12, 14, 12, 12, 6, 12, 4, 6, 12, 12, 2,…
$ desercion <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, N…
$ rezagobasica <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA,…
$ rezagomedia <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, 0, NA, NA, NA,…
$ asiste <dbl+lbl> 2, 2, 2, 2, 1, 2, 2, 2, 1, 2, 2, 2, 2, 2, 1, 1,…
$ educc <dbl+lbl> 6, 4, 4, 4, 5, 4, 4, 1, 4, 1, 1, 4, 4, 1, 2, 1,…
$ depen <dbl+lbl> NA, NA, NA, NA, 11, NA, NA, NA, 2, NA, NA, NA,…
$ activ <dbl+lbl> 1, 1, 2, 1, 3, 1, 1, 3, 3, 1, 3, 3,…
$ asalariado <dbl+lbl> 1, 1, NA, 1, NA, 1, 0, NA, NA, 0, NA, NA,…
$ contrato <dbl+lbl> 1, 1, NA, 1, NA, 1, NA, NA, NA, NA, NA, NA,…
$ cotiza <dbl+lbl> 1, 1, 0, 1, 0, 1, 0, 0, 0, 1, 0, 0,…
$ depen_fun <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0,…
$ depen_grado <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 2, NA,…
$ persona_cuidada <dbl+lbl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 1, NA,…
$ cuidador <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0,…
$ lugar_nac <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ pueblos_indigenas <dbl+lbl> 1, 1, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 1,…
$ n_ocupados <dbl> 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, …
$ n_desocupados <dbl> 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, …
$ n_inactivos <dbl> 0, 0, 0, 1, 1, 0, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, …
$ numper <dbl> 1, 1, 1, 2, 2, 1, 3, 3, 3, 3, 3, 3, 5, 5, 5, 5, 5, …
$ numnuc <dbl> 1, 1, 1, 1, 1, 1, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, …
$ men18c <dbl+lbl> 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 1, 1, 1, 1,…
$ may60c <dbl+lbl> 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0,…
$ tipohogar <dbl+lbl> 1, 1, 1, 2, 2, 1, 4, 4, 4, 3, 3, 3, 3, 3, 3, 3,…
$ tot_hog <dbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, …
$ ind_hacina <dbl+lbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ ind_san <dbl+lbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ ind_tip <dbl+lbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ ten_viv <dbl+lbl> 2, 2, 1, 2, 2, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3,…
$ ten_viv_f <dbl+lbl> 2, 2, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2,…
$ allega_ext <dbl+lbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
$ allega_int <dbl+lbl> 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0,…
$ ind_mat <dbl+lbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
$ ind_estado <dbl+lbl> 1, 1, 1, 3, 3, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3,…
$ ind_cal_glob <dbl+lbl> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,…
[1] "id_vivienda" "folio" "id_persona"
[4] "region" "region_geo" "area"
[7] "cod_upm" "nse" "estrato"
[10] "hogar" "expr" "expr_osig"
[13] "varstrat" "varunit" "fecha_entrev"
[16] "p1" "p2" "p3"
[19] "p4" "p9" "p10"
[22] "p11" "tot_per_h" "h1"
[25] "edad" "sexo" "pco1_a"
[28] "pco1_b" "pco1" "h5_cp"
[31] "h5_sp" "h5b_1_1" "h5b_1_2"
[34] "h5a_2" "h5b_2_1" "h5b_2_2"
[37] "h5a_3" "h5b_3_1" "h5b_3_2"
[40] "h5a_4" "h5b" "ecivil"
[43] "h5_10" "h5_1a" "h5_1b"
[46] "h5_20" "h5_2" "n_nucleos"
[49] "nucleo" "pco2_a" "pco2_b"
[52] "pco2" "h6" "h7a"
[55] "h7b" "h7c" "h7d"
[58] "h7e" "h7f" "informante"
[61] "e1" "e3" "e4a"
[64] "e4a_esp" "e5a" "e5a_esp"
[67] "e5b" "e6a_asiste" "e6a_no_asiste"
[70] "e6a" "e6b_asiste" "e6b_no_asiste"
[73] "e6b" "e6c_completo" "e6d_preg"
[76] "e6d_postg" "e7" "cinef13_area"
[79] "cinef13_subarea" "e7a" "e8"
[82] "e9nom" "e9dir" "e9com"
[85] "e9nom_esc" "e9nom_esc_esp" "e9dir_esc"
[88] "e9com_esc" "e9nom_sup" "e9nom_sup_esp"
[91] "e9com_sup" "e9rbd_parv" "e9rbd_esc"
[94] "e9rbd_sup" "e9dv_esc" "e9depen"
[97] "e10" "e11" "e12a"
[100] "e12b" "e12c" "e12d"
[103] "e12e" "e13a" "e13b_1"
[106] "e13b_2" "e13b_3" "e13b_4"
[109] "e13b_5" "e13b_6" "e13b_7"
[112] "e13b_8" "e13b_9" "e13b_10"
[115] "e13b_11" "e13b1" "e13b2"
[118] "e13b_esp1" "e13b_esp2" "e16"
[121] "e18" "o1" "o2"
[124] "o3" "o4" "o5"
[127] "o6" "o7" "o7_esp"
[130] "o8" "o9a" "o9b"
[133] "oficio1_08" "oficio4_08" "o10"
[136] "o11" "o12" "o14"
[139] "o15" "o16" "o17"
[142] "o19" "o18" "o20"
[145] "o21" "o22" "o24"
[148] "rama1" "rama4" "o25"
[151] "o33a" "o33b" "o33c"
[154] "o33d" "o26a" "o26b"
[157] "o26c" "o26d" "o28a_hr"
[160] "o28a_min" "o28c" "o29"
[163] "o30" "o31" "o32"
[166] "o32_esp" "y1" "y2_dias"
[169] "y2_hrs" "y3a_preg" "y3b_preg"
[172] "y3c_preg" "y3d_preg" "y3e_preg"
[175] "y3f_preg" "y3f_esp" "y3a"
[178] "y3ap" "y3b" "y3bp"
[181] "y3c" "y3cp" "y3d"
[184] "y3dp" "y3e" "y3ep"
[187] "y3f" "y3fp" "y4a_preg"
[190] "y4b_preg" "y4c_preg" "y4d_preg"
[193] "y4d_esp" "y4a" "y4b"
[196] "y4c" "y4d" "y5a_preg"
[199] "y5b_preg" "y5c_preg" "y5d_preg"
[202] "y5e_preg" "y5f_preg" "y5g_preg"
[205] "y5h_preg" "y5i_preg" "y5j_preg"
[208] "y5k_preg" "y5l_preg" "y5a"
[211] "y5b" "y5c" "y5d"
[214] "y5e" "y5f" "y5g"
[217] "y5h" "y5i" "y5j"
[220] "y5k" "y5l" "y6"
[223] "y7" "y8" "y9"
[226] "y10" "y11_preg" "y11"
[229] "y12a_preg" "y12a" "y12b_preg"
[232] "y12b" "y13a_preg" "y13a"
[235] "y13b_preg" "y13b" "y13c_preg"
[238] "y13c" "y14a_preg" "y14a"
[241] "y14b_preg" "y14b" "y14c_preg"
[244] "y14c" "y15a_preg" "y15a"
[247] "y15b_preg" "y15b" "y15c_preg"
[250] "y15c" "y16a_preg" "y16a"
[253] "y16b_preg" "y16b" "y17_preg"
[256] "y17" "y18a_preg" "y18a"
[259] "y18b_preg" "y18b" "y18c_preg"
[262] "y18c" "y18d_preg" "y18d_esp"
[265] "y18d" "y19" "y19t"
[268] "y19n" "y20a" "y20b"
[271] "y20c" "y20d" "y20e"
[274] "y20amonto" "y20bmonto" "y20cmonto"
[277] "y20dmonto" "y20emonto" "y21_preg"
[280] "y21" "y21monto" "y21_bolsillo"
[283] "y21_bolsillo_m" "y21_bolsillo_p" "y21_bolsillo_monto"
[286] "y22_preg" "y22" "y22amonto"
[289] "y22bmonto" "y22cmonto" "y22dmonto"
[292] "y23a_preg" "y23a" "y23b"
[295] "y23c" "y23bmonto" "y23cmonto"
[298] "y24_preg" "y24" "y24a_preg"
[301] "y24a" "y24amonto" "y25a_preg"
[304] "y25a" "y25amonto" "y25b_preg"
[307] "y25b" "y25bmonto" "y25c"
[310] "y25cmonto" "y25d" "y25dmonto"
[313] "y25ep" "y25e" "y25fp"
[316] "y25f" "y27_preg" "y27_esp"
[319] "y27" "y29_1b" "y29_2b"
[322] "y29_3b" "y29_3b_1" "y29_4b"
[325] "y29_5b" "y29_6b" "y29_6b_1"
[328] "y29_7b" "y29_8b" "y29_8b_1"
[331] "y29_9b" "y29_1c" "y29_1cmonto"
[334] "y29_1d" "y29_2d" "y29_4d"
[337] "y29_5d" "y29_3d" "y29_1e"
[340] "y29_2e" "y29_3e" "y29_1f"
[343] "y29_2f" "y29_3f" "y29_4f"
[346] "y29_5f" "y29_6f" "y29_1g"
[349] "y29_2g" "y29_3g" "y29_1h"
[352] "y29_2h" "y29_3h" "y29_4h"
[355] "y29_5h" "y29_1i" "y29i_esp"
[358] "y29_3i" "y29_m2_a1" "y29_m2_a2"
[361] "s2" "s5" "s6"
[364] "s9a" "s9b" "s10"
[367] "s11a" "s11b" "s12"
[370] "s13" "s13_fonasa" "s15a"
[373] "s15b" "s16" "s17"
[376] "s17b" "s18" "s19a"
[379] "s19b" "s19c" "s19d"
[382] "s19e" "s20a_preg" "s20b"
[385] "s21a_preg" "s21b" "s22a_preg"
[388] "s22b" "s23a_preg" "s23b"
[391] "s24a_preg" "s24b" "s26a"
[394] "s26b_1" "s26b_2" "s26b_3"
[397] "s26b_4" "s26b_5" "s26b_6"
[400] "s26b_7" "s26b_8" "s26b_88"
[403] "s26u" "s26c" "s27a"
[406] "s27c" "s28" "s29"
[409] "s30" "s30_esp" "s31_1"
[412] "s31_2" "s31_3" "s31_4"
[415] "s31_5" "s31_6" "s31_7"
[418] "s32l" "s32a" "s32b"
[421] "s32c" "s32d" "s32e"
[424] "s32f" "s32g" "s32h"
[427] "s32i" "s32j" "s32k"
[430] "s33l" "s33a" "s33b"
[433] "s33c" "s33d" "s33e"
[436] "s33f" "s33g" "s33h"
[439] "s33i" "s33j" "s33k"
[442] "s34a" "s34b" "s34c"
[445] "s34c2" "s34c3" "r1a"
[448] "r1a_esp" "r1b" "r1b_comuna_esp"
[451] "r1b_pais_esp" "r1cp" "r1d1"
[454] "r3" "r4" "r5"
[457] "r5a" "r5b" "r6"
[460] "r7a" "r7b" "r7c"
[463] "r7d" "r7e" "r7f"
[466] "r7g" "r7h" "r7i"
[469] "r8a" "r8b" "r8c"
[472] "r8d" "r8e" "r8f"
[475] "r8g" "r8h" "r9a"
[478] "r9b" "r9u" "r9c"
[481] "r9d" "r9e" "r9f"
[484] "r9g" "r9h" "r9i"
[487] "r9j" "r9k" "r9l"
[490] "r9m" "r9n" "r9o"
[493] "r9p" "r9q" "r9r"
[496] "r9s" "r9t" "r14"
[499] "r15" "r17a" "r17b"
[502] "r17c" "r17d" "r17e"
[505] "r18" "v1" "v2"
[508] "v3" "v4" "v5"
[511] "v6" "v7" "v9"
[514] "v10" "v11_o1" "v11_o2"
[517] "v12" "v12mt" "v13"
[520] "v13_propia" "v13_arrendada" "v13_cedida"
[523] "v14" "v15" "v16"
[526] "v17" "v18" "v19"
[529] "v20" "v20_esp" "v20_red"
[532] "v21" "v22" "v23"
[535] "v23_sistema" "v23_cajon" "v24"
[538] "v24b" "v25" "v26"
[541] "v27a" "v27b" "v28"
[544] "v29a" "v29b" "v30"
[547] "v32" "v34a" "v34b"
[550] "v34c" "v35a" "v35b"
[553] "v35c" "v35d" "v36a"
[556] "v36b" "v36c" "v36d"
[559] "v36e" "v37a" "v37b"
[562] "v37c" "v37d" "v37e"
[565] "v37f" "v37g" "v38"
[568] "os_presente" "os1" "os1_esp"
[571] "genero" "genero_esp" "trans"
[574] "y0101" "y0301" "y0302"
[577] "y0303" "y0304" "y0305"
[580] "y0306" "y0401" "y0402"
[583] "y0403" "y0404" "y0501"
[586] "y0502" "y0503" "y0504"
[589] "y0505" "y0506" "y0507"
[592] "y0508" "y0509" "y0510"
[595] "y0511" "y0512" "yosa"
[598] "y0701" "y0801" "y0901"
[601] "yosi" "y1101" "yre1"
[604] "yama" "ymes" "yfa1"
[607] "yfa2" "ytro" "yta1"
[610] "yta2" "ydes" "yah1"
[613] "yah2" "yrut" "yre2"
[616] "yre3" "yac2" "yids"
[619] "ydon" "ydim" "yotr"
[622] "yfam" "y2001" "y2002"
[625] "y2003" "y2004" "y2005"
[628] "y210101" "y210102" "y2201"
[631] "y2202" "y2203" "y2204"
[634] "y2301" "y2302" "y2303"
[637] "y2401" "y2402" "y2501"
[640] "y2502" "y2503" "y2504"
[643] "y2505" "y2506" "y2701"
[646] "yjub_pgu03" "yjub_aps03" "yinv_pbs"
[649] "yinv_aps03" "yinv_con" "ymon_pgu03"
[652] "yorf" "yesp_pgu03" "yotp"
[655] "yjub_pgu02" "yjub_pgu01" "yjub_aps02"
[658] "yjub_con" "yinv_aps02" "ymon_pgu02"
[661] "ymon_con" "yesp_pgu02" "yesp"
[664] "yaut" "ysub" "ytot"
[667] "y0101h" "y0301h" "y0302h"
[670] "y0303h" "y0304h" "y0305h"
[673] "y0306h" "y0401h" "y0402h"
[676] "y0403h" "y0404h" "y0501h"
[679] "y0502h" "y0503h" "y0504h"
[682] "y0505h" "y0506h" "y0507h"
[685] "y0508h" "y0509h" "y0510h"
[688] "y0511h" "y0512h" "yosah"
[691] "y0701h" "y0801h" "y0901h"
[694] "yosih" "y1101h" "yre1h"
[697] "yamah" "ymesh" "yfa1h"
[700] "yfa2h" "ytroh" "yta1h"
[703] "yta2h" "ydesh" "yah1h"
[706] "yah2h" "yruth" "yre2h"
[709] "yre3h" "yac2h" "yidsh"
[712] "ydonh" "ydimh" "yotrh"
[715] "yfamh" "y2001h" "y2002h"
[718] "y2003h" "y2004h" "y2005h"
[721] "y210101h" "y210102h" "y2201h"
[724] "y2202h" "y2203h" "y2204h"
[727] "y2301h" "y2302h" "y2303h"
[730] "y2401h" "y2402h" "y2501h"
[733] "y2502h" "y2503h" "y2504h"
[736] "y2505h" "y2506h" "y2701h"
[739] "yjub_pgu02h" "yjub_aps02h" "yjub_conh"
[742] "yinv_aps02h" "yinv_conh" "ymon_pgu02h"
[745] "ymon_conh" "yorfh" "yotph"
[748] "yjub_pgu03h" "yjub_aps03h" "yjub_pgu01h"
[751] "yinv_aps03h" "yinv_pbsh" "ymon_pgu03h"
[754] "yesp_pgu02h" "yesp_pgu03h" "yesph"
[757] "yauth" "ysubh" "yaimh"
[760] "ytoth" "y0101c" "y0701c"
[763] "yjub_conc" "yautcor" "ytotcor"
[766] "y0101ch" "y0701ch" "yjub_conch"
[769] "yautcorh" "yaimcorh" "ytotcorh"
[772] "ymonecorh" "no_arrienda" "nae"
[775] "yae" "li" "lp"
[778] "pobreza" "yae_2013" "li_2013"
[781] "lp_2013" "pobreza_2013" "yoprcor"
[784] "yoprcorh" "yoautcor" "yoautcorh"
[787] "ytrabajocor" "ytrabajocorh" "ypchautcor"
[790] "ypchtrabcor" "ypchtotcor" "ypchmonecor"
[793] "dau" "qaut" "dautr"
[796] "qautr" "pobreza_severa" "hh_d_asis"
[799] "hh_d_rez" "hh_d_esc" "hh_d_ape"
[802] "hh_d_acc" "hh_d_ali" "hh_d_contprev"
[805] "hh_d_dpf" "hh_d_actsub" "hh_d_inf"
[808] "hh_d_jub" "hh_d_cui" "hh_d_defcuali"
[811] "hh_d_defcuanti" "hh_d_accesi" "hh_d_medio"
[814] "hh_d_apoyo" "hh_d_tsocial" "hh_d_conec"
[817] "hh_d_seg" "pobreza_multi" "hh_d_asis_2015"
[820] "hh_d_rez_2015" "hh_d_esc_2015" "hh_d_mal_2015"
[823] "hh_d_prevs_2015" "hh_d_acc_2015" "hh_d_act_2015"
[826] "hh_d_cot_2015" "hh_d_jub_2015" "hh_d_hacina_2015"
[829] "hh_d_estado_2015" "hh_d_habitab_2015" "hh_d_servbas_2015"
[832] "hh_d_medio_2015" "hh_d_accesi_2015" "hh_d_entorno_2015"
[835] "hh_d_tsocial_2015" "hh_d_seg_2015" "hh_d_appart_2015"
[838] "pobreza_multi_2015" "disc_wg" "analfabetismo"
[841] "agnoesc" "esc" "desercion"
[844] "rezagobasica" "rezagomedia" "asiste"
[847] "educc" "depen" "activ"
[850] "asalariado" "contrato" "cotiza"
[853] "depen_fun" "depen_grado" "persona_cuidada"
[856] "cuidador" "lugar_nac" "pueblos_indigenas"
[859] "n_ocupados" "n_desocupados" "n_inactivos"
[862] "numper" "numnuc" "men18c"
[865] "may60c" "tipohogar" "tot_hog"
[868] "ind_hacina" "ind_san" "ind_tip"
[871] "ten_viv" "ten_viv_f" "allega_ext"
[874] "allega_int" "ind_mat" "ind_estado"
[877] "ind_cal_glob"
Rows: 14,457
Columns: 4
$ edad <dbl> 35, 37, 57, 41, 22, 56, 42, 65, 16, 63, 64, 34, 39, 38, 14, 1…
$ sexo <dbl+lbl> 2, 1, 2, 2, 1, 2, 2, 1, 1, 1, 2, 2, 1, 2, 1, 1, 1, 1, 1, …
$ esc <dbl> 17, 12, 12, 12, 14, 12, 12, 6, 12, 4, 6, 12, 12, 2, NA, NA, N…
$ ytotcorh <dbl> 289000, 608000, 462991, 602588, 602588, 786667, 982122, 98212…
Ejemplo para esta clase: años de escolaridad
Un intervalo de confianza es un rango de valores plausibles para un parámetro poblacional.
En inferencia no trabajamos con certeza absoluta, sino con estimaciones más margen de error.
resumen_ic <- base |>
summarise(
n = sum(!is.na(ytotcorh)),
media = mean(ytotcorh, na.rm = TRUE),
sd = sd(ytotcorh, na.rm = TRUE)
) |>
mutate(
se = sd / sqrt(n),
z = 1.96,
li = media - z * se,
ls = media + z * se
)
resumen_ic# A tibble: 1 × 7
n media sd se z li ls
<int> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 14449 1268631. 1022930. 8510. 1.96 1251951. 1285310.
Si el resultado fuera algo como:
media = 1.268631
se = 1.022.930
límite inferior = 1.251.951
límite superior = 1.285.310
Entonces escribiríamos:
Con un 95% de confianza, el promedio de ingreso total corregido del hogar de la población representada por la muestra se ubicaría entre $1.251.951 y $1.285.310 pesos.
t.test()
One Sample t-test
data: base$ytotcorh
t = 149.08, df = 14448, p-value < 2.2e-16
alternative hypothesis: true mean is not equal to 0
95 percent confidence interval:
1251950 1285311
sample estimates:
mean of x
1268631
Ejemplo con edad:
base |>
summarise(
n = sum(!is.na(edad)),
media = mean(edad, na.rm = TRUE),
sd = sd(edad, na.rm = TRUE),
se = sd / sqrt(n),
li = media - 1.96 * se,
ls = media + 1.96 * se
)# A tibble: 1 × 6
n media sd se li ls
<int> <dbl> <dbl> <dbl> <dbl> <dbl>
1 14457 41.0 23.6 0.196 40.6 41.4
El procedimiento es el mismo; cambia solo la variable.
Cada grupo debería definir y traer:
Trabajaremos con esa misma base la prueba de hipótesis, el p-valor y los errores tipo I y II.
Métodos y técnicas de investigación cuantitativa | Unidad 3