De la web del CEPLAN descargue los “Datos útiles para el planeamiento”. Ud obtendrá un Excel con varias hojas. Para este ejercicio necesita la de Provincias. Revise la hoja que requiere, sólo debe quedarse con las 196 provincias; verifique que se quede con Callao y Lima, cuyos ubigeos son “070100” y “150100”, respectivamente.

Una vez la data esté lista, pruebe esta hipótesis: El devengado percapita en soles - Inversión (2020) está afectado por el Índice de Vulnerabilidad a la Inseguridad Alimentaria-IVIA (2018) el Índice de Densidad del Estado -IDE (2017).

Use como control el Número de Distritos de la provincia y considere significativo los p-valores menores a 0.1.

library(rio) # Importamos la data:
provincias = import("Provincias.xlsx")
names(provincias)
## [1] "Ubigeo"                "Región /\r\nProvincia" "Inversion"            
## [4] "IVIA"                  "IDE"                   "Número  de Distritos"
h1 = formula(Inversion ~ IVIA + IDE)

rp1 = glm(h1, data = provincias, 
        offset = log(`Número  de Distritos`), # Exposure # Variable control 
        family = poisson(link = "log")) # Poisson
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1050.076689
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1288.069595
## Warning in dpois(y, mu, log = TRUE): non-integer x = 5186.637218
## Warning in dpois(y, mu, log = TRUE): non-integer x = 596.421671
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1797.186624
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2093.496575
## Warning in dpois(y, mu, log = TRUE): non-integer x = 682.394622
## Warning in dpois(y, mu, log = TRUE): non-integer x = 614.545166
## Warning in dpois(y, mu, log = TRUE): non-integer x = 556.981641
## Warning in dpois(y, mu, log = TRUE): non-integer x = 461.782102
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1587.437615
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1073.948157
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1043.150881
## Warning in dpois(y, mu, log = TRUE): non-integer x = 501.348305
## Warning in dpois(y, mu, log = TRUE): non-integer x = 575.056053
## Warning in dpois(y, mu, log = TRUE): non-integer x = 533.692744
## Warning in dpois(y, mu, log = TRUE): non-integer x = 831.320733
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1329.825306
## Warning in dpois(y, mu, log = TRUE): non-integer x = 500.141857
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1559.379654
## Warning in dpois(y, mu, log = TRUE): non-integer x = 646.723473
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3278.985513
## Warning in dpois(y, mu, log = TRUE): non-integer x = 664.303315
## Warning in dpois(y, mu, log = TRUE): non-integer x = 778.531968
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1164.233918
## Warning in dpois(y, mu, log = TRUE): non-integer x = 874.544438
## Warning in dpois(y, mu, log = TRUE): non-integer x = 645.549755
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1080.069772
## Warning in dpois(y, mu, log = TRUE): non-integer x = 957.595119
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3044.418925
## Warning in dpois(y, mu, log = TRUE): non-integer x = 325.754240
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1007.232834
## Warning in dpois(y, mu, log = TRUE): non-integer x = 381.930362
## Warning in dpois(y, mu, log = TRUE): non-integer x = 802.071238
## Warning in dpois(y, mu, log = TRUE): non-integer x = 488.105708
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1057.769886
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1011.079983
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1376.344108
## Warning in dpois(y, mu, log = TRUE): non-integer x = 319.163283
## Warning in dpois(y, mu, log = TRUE): non-integer x = 706.586449
## Warning in dpois(y, mu, log = TRUE): non-integer x = 995.549621
## Warning in dpois(y, mu, log = TRUE): non-integer x = 634.713569
## Warning in dpois(y, mu, log = TRUE): non-integer x = 790.809328
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1663.251436
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3101.949162
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1200.510067
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1388.213223
## Warning in dpois(y, mu, log = TRUE): non-integer x = 657.228428
## Warning in dpois(y, mu, log = TRUE): non-integer x = 574.952179
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1022.713636
## Warning in dpois(y, mu, log = TRUE): non-integer x = 670.460084
## Warning in dpois(y, mu, log = TRUE): non-integer x = 618.392937
## Warning in dpois(y, mu, log = TRUE): non-integer x = 402.081403
## Warning in dpois(y, mu, log = TRUE): non-integer x = 603.984715
## Warning in dpois(y, mu, log = TRUE): non-integer x = 491.011332
## Warning in dpois(y, mu, log = TRUE): non-integer x = 573.304879
## Warning in dpois(y, mu, log = TRUE): non-integer x = 883.040212
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1503.436055
## Warning in dpois(y, mu, log = TRUE): non-integer x = 759.639219
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1071.701401
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1129.449293
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3563.378355
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1024.087513
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1241.857275
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2818.384686
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4316.743267
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1311.149736
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2079.700784
## Warning in dpois(y, mu, log = TRUE): non-integer x = 767.736545
## Warning in dpois(y, mu, log = TRUE): non-integer x = 944.752007
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1259.661515
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1183.989443
## Warning in dpois(y, mu, log = TRUE): non-integer x = 619.614864
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2742.836845
## Warning in dpois(y, mu, log = TRUE): non-integer x = 829.417485
## Warning in dpois(y, mu, log = TRUE): non-integer x = 688.720901
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1062.394182
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1532.384919
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4153.263093
## Warning in dpois(y, mu, log = TRUE): non-integer x = 710.627802
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1811.875825
## Warning in dpois(y, mu, log = TRUE): non-integer x = 540.841884
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2068.874947
## Warning in dpois(y, mu, log = TRUE): non-integer x = 848.797893
## Warning in dpois(y, mu, log = TRUE): non-integer x = 129.499423
## Warning in dpois(y, mu, log = TRUE): non-integer x = 940.943585
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1050.912578
## Warning in dpois(y, mu, log = TRUE): non-integer x = 565.060140
## Warning in dpois(y, mu, log = TRUE): non-integer x = 953.997472
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1305.711101
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1614.505075
## Warning in dpois(y, mu, log = TRUE): non-integer x = 712.122262
## Warning in dpois(y, mu, log = TRUE): non-integer x = 948.152356
## Warning in dpois(y, mu, log = TRUE): non-integer x = 800.440966
## Warning in dpois(y, mu, log = TRUE): non-integer x = 622.650336
## Warning in dpois(y, mu, log = TRUE): non-integer x = 437.281401
## Warning in dpois(y, mu, log = TRUE): non-integer x = 549.334709
## Warning in dpois(y, mu, log = TRUE): non-integer x = 385.754276
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1230.299959
## Warning in dpois(y, mu, log = TRUE): non-integer x = 398.214719
## Warning in dpois(y, mu, log = TRUE): non-integer x = 560.339610
## Warning in dpois(y, mu, log = TRUE): non-integer x = 395.344787
## Warning in dpois(y, mu, log = TRUE): non-integer x = 672.347906
## Warning in dpois(y, mu, log = TRUE): non-integer x = 399.018139
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1140.999293
## Warning in dpois(y, mu, log = TRUE): non-integer x = 472.433637
## Warning in dpois(y, mu, log = TRUE): non-integer x = 290.180619
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1099.914455
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1319.237837
## Warning in dpois(y, mu, log = TRUE): non-integer x = 499.559048
## Warning in dpois(y, mu, log = TRUE): non-integer x = 387.079094
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1476.080622
## Warning in dpois(y, mu, log = TRUE): non-integer x = 433.915848
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3281.259832
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2263.838717
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4107.132177
## Warning in dpois(y, mu, log = TRUE): non-integer x = 946.610929
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1024.050603
## Warning in dpois(y, mu, log = TRUE): non-integer x = 891.916404
## Warning in dpois(y, mu, log = TRUE): non-integer x = 597.230578
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1926.393191
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2475.724633
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1365.225226
## Warning in dpois(y, mu, log = TRUE): non-integer x = 912.164506
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2900.202186
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1682.603381
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1430.765079
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4366.706274
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1938.487997
## Warning in dpois(y, mu, log = TRUE): non-integer x = 646.684922
## Warning in dpois(y, mu, log = TRUE): non-integer x = 659.048398
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1046.369608
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1360.223202
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1375.115317
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6948.078991
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1279.866566
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2134.659016
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1505.759507
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1100.627353
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2737.396474
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1462.865670
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2036.647356
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2457.164790
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1530.179617
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2416.673406
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2804.352198
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1603.858527
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1644.351280
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1275.060582
## Warning in dpois(y, mu, log = TRUE): non-integer x = 818.529594
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1016.643238
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1289.562565
## Warning in dpois(y, mu, log = TRUE): non-integer x = 559.917269
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1899.646336
## Warning in dpois(y, mu, log = TRUE): non-integer x = 705.312341
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3043.074692
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2515.722318
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6417.466968
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1414.486042
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1060.787476
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1326.278926
## Warning in dpois(y, mu, log = TRUE): non-integer x = 911.154998
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1482.510297
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1035.596101
## Warning in dpois(y, mu, log = TRUE): non-integer x = 873.089136
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1447.567459
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1567.374486
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1643.326442
## Warning in dpois(y, mu, log = TRUE): non-integer x = 490.238384
## Warning in dpois(y, mu, log = TRUE): non-integer x = 461.223979
## Warning in dpois(y, mu, log = TRUE): non-integer x = 769.955129
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1494.913973
## Warning in dpois(y, mu, log = TRUE): non-integer x = 314.161185
## Warning in dpois(y, mu, log = TRUE): non-integer x = 12787.104086
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2129.529540
## Warning in dpois(y, mu, log = TRUE): non-integer x = 941.308445
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6157.750462
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1168.482964
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2650.534406
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2582.155275
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1306.187115
## Warning in dpois(y, mu, log = TRUE): non-integer x = 784.943166
## Warning in dpois(y, mu, log = TRUE): non-integer x = 705.031009
## Warning in dpois(y, mu, log = TRUE): non-integer x = 210.038018
## Warning in dpois(y, mu, log = TRUE): non-integer x = 760.527620
## Warning in dpois(y, mu, log = TRUE): non-integer x = 941.718892
## Warning in dpois(y, mu, log = TRUE): non-integer x = 470.376880
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1492.230816
## Warning in dpois(y, mu, log = TRUE): non-integer x = 978.939340
## Warning in dpois(y, mu, log = TRUE): non-integer x = 586.180750
## Warning in dpois(y, mu, log = TRUE): non-integer x = 767.984251
## Warning in dpois(y, mu, log = TRUE): non-integer x = 556.778723
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6583.973162
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6027.821949
## Warning in dpois(y, mu, log = TRUE): non-integer x = 976.227790
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1815.940646
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1050.076689
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1288.069595
## Warning in dpois(y, mu, log = TRUE): non-integer x = 5186.637218
## Warning in dpois(y, mu, log = TRUE): non-integer x = 596.421671
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1797.186624
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2093.496575
## Warning in dpois(y, mu, log = TRUE): non-integer x = 682.394622
## Warning in dpois(y, mu, log = TRUE): non-integer x = 614.545166
## Warning in dpois(y, mu, log = TRUE): non-integer x = 556.981641
## Warning in dpois(y, mu, log = TRUE): non-integer x = 461.782102
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1587.437615
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1073.948157
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1043.150881
## Warning in dpois(y, mu, log = TRUE): non-integer x = 501.348305
## Warning in dpois(y, mu, log = TRUE): non-integer x = 575.056053
## Warning in dpois(y, mu, log = TRUE): non-integer x = 533.692744
## Warning in dpois(y, mu, log = TRUE): non-integer x = 831.320733
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1329.825306
## Warning in dpois(y, mu, log = TRUE): non-integer x = 500.141857
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1559.379654
## Warning in dpois(y, mu, log = TRUE): non-integer x = 646.723473
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3278.985513
## Warning in dpois(y, mu, log = TRUE): non-integer x = 664.303315
## Warning in dpois(y, mu, log = TRUE): non-integer x = 778.531968
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1164.233918
## Warning in dpois(y, mu, log = TRUE): non-integer x = 874.544438
## Warning in dpois(y, mu, log = TRUE): non-integer x = 645.549755
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1080.069772
## Warning in dpois(y, mu, log = TRUE): non-integer x = 957.595119
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3044.418925
## Warning in dpois(y, mu, log = TRUE): non-integer x = 325.754240
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1007.232834
## Warning in dpois(y, mu, log = TRUE): non-integer x = 381.930362
## Warning in dpois(y, mu, log = TRUE): non-integer x = 802.071238
## Warning in dpois(y, mu, log = TRUE): non-integer x = 488.105708
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1057.769886
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1011.079983
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1376.344108
## Warning in dpois(y, mu, log = TRUE): non-integer x = 319.163283
## Warning in dpois(y, mu, log = TRUE): non-integer x = 706.586449
## Warning in dpois(y, mu, log = TRUE): non-integer x = 995.549621
## Warning in dpois(y, mu, log = TRUE): non-integer x = 634.713569
## Warning in dpois(y, mu, log = TRUE): non-integer x = 790.809328
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1663.251436
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3101.949162
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1200.510067
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1388.213223
## Warning in dpois(y, mu, log = TRUE): non-integer x = 657.228428
## Warning in dpois(y, mu, log = TRUE): non-integer x = 574.952179
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1022.713636
## Warning in dpois(y, mu, log = TRUE): non-integer x = 670.460084
## Warning in dpois(y, mu, log = TRUE): non-integer x = 618.392937
## Warning in dpois(y, mu, log = TRUE): non-integer x = 402.081403
## Warning in dpois(y, mu, log = TRUE): non-integer x = 603.984715
## Warning in dpois(y, mu, log = TRUE): non-integer x = 491.011332
## Warning in dpois(y, mu, log = TRUE): non-integer x = 573.304879
## Warning in dpois(y, mu, log = TRUE): non-integer x = 883.040212
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1503.436055
## Warning in dpois(y, mu, log = TRUE): non-integer x = 759.639219
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1071.701401
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1129.449293
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3563.378355
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1024.087513
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1241.857275
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2818.384686
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4316.743267
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1311.149736
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2079.700784
## Warning in dpois(y, mu, log = TRUE): non-integer x = 767.736545
## Warning in dpois(y, mu, log = TRUE): non-integer x = 944.752007
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1259.661515
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1183.989443
## Warning in dpois(y, mu, log = TRUE): non-integer x = 619.614864
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2742.836845
## Warning in dpois(y, mu, log = TRUE): non-integer x = 829.417485
## Warning in dpois(y, mu, log = TRUE): non-integer x = 688.720901
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1062.394182
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1532.384919
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4153.263093
## Warning in dpois(y, mu, log = TRUE): non-integer x = 710.627802
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1811.875825
## Warning in dpois(y, mu, log = TRUE): non-integer x = 540.841884
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2068.874947
## Warning in dpois(y, mu, log = TRUE): non-integer x = 848.797893
## Warning in dpois(y, mu, log = TRUE): non-integer x = 129.499423
## Warning in dpois(y, mu, log = TRUE): non-integer x = 940.943585
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1050.912578
## Warning in dpois(y, mu, log = TRUE): non-integer x = 565.060140
## Warning in dpois(y, mu, log = TRUE): non-integer x = 953.997472
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1305.711101
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1614.505075
## Warning in dpois(y, mu, log = TRUE): non-integer x = 712.122262
## Warning in dpois(y, mu, log = TRUE): non-integer x = 948.152356
## Warning in dpois(y, mu, log = TRUE): non-integer x = 800.440966
## Warning in dpois(y, mu, log = TRUE): non-integer x = 622.650336
## Warning in dpois(y, mu, log = TRUE): non-integer x = 437.281401
## Warning in dpois(y, mu, log = TRUE): non-integer x = 549.334709
## Warning in dpois(y, mu, log = TRUE): non-integer x = 385.754276
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1230.299959
## Warning in dpois(y, mu, log = TRUE): non-integer x = 398.214719
## Warning in dpois(y, mu, log = TRUE): non-integer x = 560.339610
## Warning in dpois(y, mu, log = TRUE): non-integer x = 395.344787
## Warning in dpois(y, mu, log = TRUE): non-integer x = 672.347906
## Warning in dpois(y, mu, log = TRUE): non-integer x = 399.018139
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1140.999293
## Warning in dpois(y, mu, log = TRUE): non-integer x = 472.433637
## Warning in dpois(y, mu, log = TRUE): non-integer x = 290.180619
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1099.914455
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1319.237837
## Warning in dpois(y, mu, log = TRUE): non-integer x = 499.559048
## Warning in dpois(y, mu, log = TRUE): non-integer x = 387.079094
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1476.080622
## Warning in dpois(y, mu, log = TRUE): non-integer x = 433.915848
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3281.259832
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2263.838717
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4107.132177
## Warning in dpois(y, mu, log = TRUE): non-integer x = 946.610929
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1024.050603
## Warning in dpois(y, mu, log = TRUE): non-integer x = 891.916404
## Warning in dpois(y, mu, log = TRUE): non-integer x = 597.230578
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1926.393191
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2475.724633
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1365.225226
## Warning in dpois(y, mu, log = TRUE): non-integer x = 912.164506
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2900.202186
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1682.603381
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1430.765079
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4366.706274
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1938.487997
## Warning in dpois(y, mu, log = TRUE): non-integer x = 646.684922
## Warning in dpois(y, mu, log = TRUE): non-integer x = 659.048398
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1046.369608
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1360.223202
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1375.115317
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6948.078991
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1279.866566
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2134.659016
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1505.759507
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1100.627353
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2737.396474
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1462.865670
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2036.647356
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2457.164790
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1530.179617
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2416.673406
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2804.352198
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1603.858527
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1644.351280
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1275.060582
## Warning in dpois(y, mu, log = TRUE): non-integer x = 818.529594
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1016.643238
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1289.562565
## Warning in dpois(y, mu, log = TRUE): non-integer x = 559.917269
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1899.646336
## Warning in dpois(y, mu, log = TRUE): non-integer x = 705.312341
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3043.074692
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2515.722318
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6417.466968
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1414.486042
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1060.787476
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1326.278926
## Warning in dpois(y, mu, log = TRUE): non-integer x = 911.154998
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1482.510297
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1035.596101
## Warning in dpois(y, mu, log = TRUE): non-integer x = 873.089136
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1447.567459
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1567.374486
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1643.326442
## Warning in dpois(y, mu, log = TRUE): non-integer x = 490.238384
## Warning in dpois(y, mu, log = TRUE): non-integer x = 461.223979
## Warning in dpois(y, mu, log = TRUE): non-integer x = 769.955129
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1494.913973
## Warning in dpois(y, mu, log = TRUE): non-integer x = 314.161185
## Warning in dpois(y, mu, log = TRUE): non-integer x = 12787.104086
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2129.529540
## Warning in dpois(y, mu, log = TRUE): non-integer x = 941.308445
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6157.750462
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1168.482964
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2650.534406
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2582.155275
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1306.187115
## Warning in dpois(y, mu, log = TRUE): non-integer x = 784.943166
## Warning in dpois(y, mu, log = TRUE): non-integer x = 705.031009
## Warning in dpois(y, mu, log = TRUE): non-integer x = 210.038018
## Warning in dpois(y, mu, log = TRUE): non-integer x = 760.527620
## Warning in dpois(y, mu, log = TRUE): non-integer x = 941.718892
## Warning in dpois(y, mu, log = TRUE): non-integer x = 470.376880
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1492.230816
## Warning in dpois(y, mu, log = TRUE): non-integer x = 978.939340
## Warning in dpois(y, mu, log = TRUE): non-integer x = 586.180750
## Warning in dpois(y, mu, log = TRUE): non-integer x = 767.984251
## Warning in dpois(y, mu, log = TRUE): non-integer x = 556.778723
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6583.973162
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6027.821949
## Warning in dpois(y, mu, log = TRUE): non-integer x = 976.227790
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1815.940646
# displaying results
modelslmpoi = list('POISSON ' = rp1)

library(modelsummary)
modelsummary(modelslmpoi, title = "Regresiones OLS y Poisson",
             stars = TRUE,
             output = "kableExtra")
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1050.076689
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1288.069595
## Warning in dpois(y, mu, log = TRUE): non-integer x = 5186.637218
## Warning in dpois(y, mu, log = TRUE): non-integer x = 596.421671
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1797.186624
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2093.496575
## Warning in dpois(y, mu, log = TRUE): non-integer x = 682.394622
## Warning in dpois(y, mu, log = TRUE): non-integer x = 614.545166
## Warning in dpois(y, mu, log = TRUE): non-integer x = 556.981641
## Warning in dpois(y, mu, log = TRUE): non-integer x = 461.782102
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1587.437615
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1073.948157
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1043.150881
## Warning in dpois(y, mu, log = TRUE): non-integer x = 501.348305
## Warning in dpois(y, mu, log = TRUE): non-integer x = 575.056053
## Warning in dpois(y, mu, log = TRUE): non-integer x = 533.692744
## Warning in dpois(y, mu, log = TRUE): non-integer x = 831.320733
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1329.825306
## Warning in dpois(y, mu, log = TRUE): non-integer x = 500.141857
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1559.379654
## Warning in dpois(y, mu, log = TRUE): non-integer x = 646.723473
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3278.985513
## Warning in dpois(y, mu, log = TRUE): non-integer x = 664.303315
## Warning in dpois(y, mu, log = TRUE): non-integer x = 778.531968
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1164.233918
## Warning in dpois(y, mu, log = TRUE): non-integer x = 874.544438
## Warning in dpois(y, mu, log = TRUE): non-integer x = 645.549755
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1080.069772
## Warning in dpois(y, mu, log = TRUE): non-integer x = 957.595119
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3044.418925
## Warning in dpois(y, mu, log = TRUE): non-integer x = 325.754240
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1007.232834
## Warning in dpois(y, mu, log = TRUE): non-integer x = 381.930362
## Warning in dpois(y, mu, log = TRUE): non-integer x = 802.071238
## Warning in dpois(y, mu, log = TRUE): non-integer x = 488.105708
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1057.769886
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1011.079983
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1376.344108
## Warning in dpois(y, mu, log = TRUE): non-integer x = 319.163283
## Warning in dpois(y, mu, log = TRUE): non-integer x = 706.586449
## Warning in dpois(y, mu, log = TRUE): non-integer x = 995.549621
## Warning in dpois(y, mu, log = TRUE): non-integer x = 634.713569
## Warning in dpois(y, mu, log = TRUE): non-integer x = 790.809328
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1663.251436
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3101.949162
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1200.510067
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1388.213223
## Warning in dpois(y, mu, log = TRUE): non-integer x = 657.228428
## Warning in dpois(y, mu, log = TRUE): non-integer x = 574.952179
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1022.713636
## Warning in dpois(y, mu, log = TRUE): non-integer x = 670.460084
## Warning in dpois(y, mu, log = TRUE): non-integer x = 618.392937
## Warning in dpois(y, mu, log = TRUE): non-integer x = 402.081403
## Warning in dpois(y, mu, log = TRUE): non-integer x = 603.984715
## Warning in dpois(y, mu, log = TRUE): non-integer x = 491.011332
## Warning in dpois(y, mu, log = TRUE): non-integer x = 573.304879
## Warning in dpois(y, mu, log = TRUE): non-integer x = 883.040212
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1503.436055
## Warning in dpois(y, mu, log = TRUE): non-integer x = 759.639219
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1071.701401
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1129.449293
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3563.378355
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1024.087513
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1241.857275
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2818.384686
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4316.743267
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1311.149736
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2079.700784
## Warning in dpois(y, mu, log = TRUE): non-integer x = 767.736545
## Warning in dpois(y, mu, log = TRUE): non-integer x = 944.752007
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1259.661515
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1183.989443
## Warning in dpois(y, mu, log = TRUE): non-integer x = 619.614864
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2742.836845
## Warning in dpois(y, mu, log = TRUE): non-integer x = 829.417485
## Warning in dpois(y, mu, log = TRUE): non-integer x = 688.720901
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1062.394182
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1532.384919
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4153.263093
## Warning in dpois(y, mu, log = TRUE): non-integer x = 710.627802
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1811.875825
## Warning in dpois(y, mu, log = TRUE): non-integer x = 540.841884
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2068.874947
## Warning in dpois(y, mu, log = TRUE): non-integer x = 848.797893
## Warning in dpois(y, mu, log = TRUE): non-integer x = 129.499423
## Warning in dpois(y, mu, log = TRUE): non-integer x = 940.943585
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1050.912578
## Warning in dpois(y, mu, log = TRUE): non-integer x = 565.060140
## Warning in dpois(y, mu, log = TRUE): non-integer x = 953.997472
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1305.711101
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1614.505075
## Warning in dpois(y, mu, log = TRUE): non-integer x = 712.122262
## Warning in dpois(y, mu, log = TRUE): non-integer x = 948.152356
## Warning in dpois(y, mu, log = TRUE): non-integer x = 800.440966
## Warning in dpois(y, mu, log = TRUE): non-integer x = 622.650336
## Warning in dpois(y, mu, log = TRUE): non-integer x = 437.281401
## Warning in dpois(y, mu, log = TRUE): non-integer x = 549.334709
## Warning in dpois(y, mu, log = TRUE): non-integer x = 385.754276
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1230.299959
## Warning in dpois(y, mu, log = TRUE): non-integer x = 398.214719
## Warning in dpois(y, mu, log = TRUE): non-integer x = 560.339610
## Warning in dpois(y, mu, log = TRUE): non-integer x = 395.344787
## Warning in dpois(y, mu, log = TRUE): non-integer x = 672.347906
## Warning in dpois(y, mu, log = TRUE): non-integer x = 399.018139
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1140.999293
## Warning in dpois(y, mu, log = TRUE): non-integer x = 472.433637
## Warning in dpois(y, mu, log = TRUE): non-integer x = 290.180619
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1099.914455
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1319.237837
## Warning in dpois(y, mu, log = TRUE): non-integer x = 499.559048
## Warning in dpois(y, mu, log = TRUE): non-integer x = 387.079094
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1476.080622
## Warning in dpois(y, mu, log = TRUE): non-integer x = 433.915848
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3281.259832
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2263.838717
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4107.132177
## Warning in dpois(y, mu, log = TRUE): non-integer x = 946.610929
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1024.050603
## Warning in dpois(y, mu, log = TRUE): non-integer x = 891.916404
## Warning in dpois(y, mu, log = TRUE): non-integer x = 597.230578
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1926.393191
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2475.724633
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1365.225226
## Warning in dpois(y, mu, log = TRUE): non-integer x = 912.164506
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2900.202186
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1682.603381
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1430.765079
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4366.706274
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1938.487997
## Warning in dpois(y, mu, log = TRUE): non-integer x = 646.684922
## Warning in dpois(y, mu, log = TRUE): non-integer x = 659.048398
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1046.369608
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1360.223202
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1375.115317
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6948.078991
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1279.866566
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2134.659016
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1505.759507
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1100.627353
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2737.396474
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1462.865670
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2036.647356
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2457.164790
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1530.179617
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2416.673406
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2804.352198
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1603.858527
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1644.351280
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1275.060582
## Warning in dpois(y, mu, log = TRUE): non-integer x = 818.529594
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1016.643238
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1289.562565
## Warning in dpois(y, mu, log = TRUE): non-integer x = 559.917269
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1899.646336
## Warning in dpois(y, mu, log = TRUE): non-integer x = 705.312341
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3043.074692
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2515.722318
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6417.466968
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1414.486042
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1060.787476
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1326.278926
## Warning in dpois(y, mu, log = TRUE): non-integer x = 911.154998
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1482.510297
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1035.596101
## Warning in dpois(y, mu, log = TRUE): non-integer x = 873.089136
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1447.567459
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1567.374486
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1643.326442
## Warning in dpois(y, mu, log = TRUE): non-integer x = 490.238384
## Warning in dpois(y, mu, log = TRUE): non-integer x = 461.223979
## Warning in dpois(y, mu, log = TRUE): non-integer x = 769.955129
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1494.913973
## Warning in dpois(y, mu, log = TRUE): non-integer x = 314.161185
## Warning in dpois(y, mu, log = TRUE): non-integer x = 12787.104086
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2129.529540
## Warning in dpois(y, mu, log = TRUE): non-integer x = 941.308445
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6157.750462
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1168.482964
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2650.534406
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2582.155275
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1306.187115
## Warning in dpois(y, mu, log = TRUE): non-integer x = 784.943166
## Warning in dpois(y, mu, log = TRUE): non-integer x = 705.031009
## Warning in dpois(y, mu, log = TRUE): non-integer x = 210.038018
## Warning in dpois(y, mu, log = TRUE): non-integer x = 760.527620
## Warning in dpois(y, mu, log = TRUE): non-integer x = 941.718892
## Warning in dpois(y, mu, log = TRUE): non-integer x = 470.376880
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1492.230816
## Warning in dpois(y, mu, log = TRUE): non-integer x = 978.939340
## Warning in dpois(y, mu, log = TRUE): non-integer x = 586.180750
## Warning in dpois(y, mu, log = TRUE): non-integer x = 767.984251
## Warning in dpois(y, mu, log = TRUE): non-integer x = 556.778723
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6583.973162
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6027.821949
## Warning in dpois(y, mu, log = TRUE): non-integer x = 976.227790
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1815.940646
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1050.076689
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1288.069595
## Warning in dpois(y, mu, log = TRUE): non-integer x = 5186.637218
## Warning in dpois(y, mu, log = TRUE): non-integer x = 596.421671
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1797.186624
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2093.496575
## Warning in dpois(y, mu, log = TRUE): non-integer x = 682.394622
## Warning in dpois(y, mu, log = TRUE): non-integer x = 614.545166
## Warning in dpois(y, mu, log = TRUE): non-integer x = 556.981641
## Warning in dpois(y, mu, log = TRUE): non-integer x = 461.782102
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1587.437615
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1073.948157
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1043.150881
## Warning in dpois(y, mu, log = TRUE): non-integer x = 501.348305
## Warning in dpois(y, mu, log = TRUE): non-integer x = 575.056053
## Warning in dpois(y, mu, log = TRUE): non-integer x = 533.692744
## Warning in dpois(y, mu, log = TRUE): non-integer x = 831.320733
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1329.825306
## Warning in dpois(y, mu, log = TRUE): non-integer x = 500.141857
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1559.379654
## Warning in dpois(y, mu, log = TRUE): non-integer x = 646.723473
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3278.985513
## Warning in dpois(y, mu, log = TRUE): non-integer x = 664.303315
## Warning in dpois(y, mu, log = TRUE): non-integer x = 778.531968
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1164.233918
## Warning in dpois(y, mu, log = TRUE): non-integer x = 874.544438
## Warning in dpois(y, mu, log = TRUE): non-integer x = 645.549755
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1080.069772
## Warning in dpois(y, mu, log = TRUE): non-integer x = 957.595119
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3044.418925
## Warning in dpois(y, mu, log = TRUE): non-integer x = 325.754240
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1007.232834
## Warning in dpois(y, mu, log = TRUE): non-integer x = 381.930362
## Warning in dpois(y, mu, log = TRUE): non-integer x = 802.071238
## Warning in dpois(y, mu, log = TRUE): non-integer x = 488.105708
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1057.769886
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1011.079983
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1376.344108
## Warning in dpois(y, mu, log = TRUE): non-integer x = 319.163283
## Warning in dpois(y, mu, log = TRUE): non-integer x = 706.586449
## Warning in dpois(y, mu, log = TRUE): non-integer x = 995.549621
## Warning in dpois(y, mu, log = TRUE): non-integer x = 634.713569
## Warning in dpois(y, mu, log = TRUE): non-integer x = 790.809328
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1663.251436
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3101.949162
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1200.510067
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1388.213223
## Warning in dpois(y, mu, log = TRUE): non-integer x = 657.228428
## Warning in dpois(y, mu, log = TRUE): non-integer x = 574.952179
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1022.713636
## Warning in dpois(y, mu, log = TRUE): non-integer x = 670.460084
## Warning in dpois(y, mu, log = TRUE): non-integer x = 618.392937
## Warning in dpois(y, mu, log = TRUE): non-integer x = 402.081403
## Warning in dpois(y, mu, log = TRUE): non-integer x = 603.984715
## Warning in dpois(y, mu, log = TRUE): non-integer x = 491.011332
## Warning in dpois(y, mu, log = TRUE): non-integer x = 573.304879
## Warning in dpois(y, mu, log = TRUE): non-integer x = 883.040212
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1503.436055
## Warning in dpois(y, mu, log = TRUE): non-integer x = 759.639219
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1071.701401
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1129.449293
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3563.378355
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1024.087513
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1241.857275
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2818.384686
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4316.743267
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1311.149736
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2079.700784
## Warning in dpois(y, mu, log = TRUE): non-integer x = 767.736545
## Warning in dpois(y, mu, log = TRUE): non-integer x = 944.752007
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1259.661515
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1183.989443
## Warning in dpois(y, mu, log = TRUE): non-integer x = 619.614864
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2742.836845
## Warning in dpois(y, mu, log = TRUE): non-integer x = 829.417485
## Warning in dpois(y, mu, log = TRUE): non-integer x = 688.720901
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1062.394182
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1532.384919
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4153.263093
## Warning in dpois(y, mu, log = TRUE): non-integer x = 710.627802
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1811.875825
## Warning in dpois(y, mu, log = TRUE): non-integer x = 540.841884
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2068.874947
## Warning in dpois(y, mu, log = TRUE): non-integer x = 848.797893
## Warning in dpois(y, mu, log = TRUE): non-integer x = 129.499423
## Warning in dpois(y, mu, log = TRUE): non-integer x = 940.943585
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1050.912578
## Warning in dpois(y, mu, log = TRUE): non-integer x = 565.060140
## Warning in dpois(y, mu, log = TRUE): non-integer x = 953.997472
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1305.711101
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1614.505075
## Warning in dpois(y, mu, log = TRUE): non-integer x = 712.122262
## Warning in dpois(y, mu, log = TRUE): non-integer x = 948.152356
## Warning in dpois(y, mu, log = TRUE): non-integer x = 800.440966
## Warning in dpois(y, mu, log = TRUE): non-integer x = 622.650336
## Warning in dpois(y, mu, log = TRUE): non-integer x = 437.281401
## Warning in dpois(y, mu, log = TRUE): non-integer x = 549.334709
## Warning in dpois(y, mu, log = TRUE): non-integer x = 385.754276
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1230.299959
## Warning in dpois(y, mu, log = TRUE): non-integer x = 398.214719
## Warning in dpois(y, mu, log = TRUE): non-integer x = 560.339610
## Warning in dpois(y, mu, log = TRUE): non-integer x = 395.344787
## Warning in dpois(y, mu, log = TRUE): non-integer x = 672.347906
## Warning in dpois(y, mu, log = TRUE): non-integer x = 399.018139
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1140.999293
## Warning in dpois(y, mu, log = TRUE): non-integer x = 472.433637
## Warning in dpois(y, mu, log = TRUE): non-integer x = 290.180619
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1099.914455
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1319.237837
## Warning in dpois(y, mu, log = TRUE): non-integer x = 499.559048
## Warning in dpois(y, mu, log = TRUE): non-integer x = 387.079094
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1476.080622
## Warning in dpois(y, mu, log = TRUE): non-integer x = 433.915848
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3281.259832
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2263.838717
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4107.132177
## Warning in dpois(y, mu, log = TRUE): non-integer x = 946.610929
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1024.050603
## Warning in dpois(y, mu, log = TRUE): non-integer x = 891.916404
## Warning in dpois(y, mu, log = TRUE): non-integer x = 597.230578
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1926.393191
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2475.724633
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1365.225226
## Warning in dpois(y, mu, log = TRUE): non-integer x = 912.164506
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2900.202186
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1682.603381
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1430.765079
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4366.706274
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1938.487997
## Warning in dpois(y, mu, log = TRUE): non-integer x = 646.684922
## Warning in dpois(y, mu, log = TRUE): non-integer x = 659.048398
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1046.369608
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1360.223202
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1375.115317
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6948.078991
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1279.866566
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2134.659016
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1505.759507
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1100.627353
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2737.396474
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1462.865670
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2036.647356
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2457.164790
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1530.179617
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2416.673406
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2804.352198
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1603.858527
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1644.351280
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1275.060582
## Warning in dpois(y, mu, log = TRUE): non-integer x = 818.529594
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1016.643238
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1289.562565
## Warning in dpois(y, mu, log = TRUE): non-integer x = 559.917269
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1899.646336
## Warning in dpois(y, mu, log = TRUE): non-integer x = 705.312341
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3043.074692
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2515.722318
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6417.466968
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1414.486042
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1060.787476
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1326.278926
## Warning in dpois(y, mu, log = TRUE): non-integer x = 911.154998
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1482.510297
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1035.596101
## Warning in dpois(y, mu, log = TRUE): non-integer x = 873.089136
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1447.567459
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1567.374486
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1643.326442
## Warning in dpois(y, mu, log = TRUE): non-integer x = 490.238384
## Warning in dpois(y, mu, log = TRUE): non-integer x = 461.223979
## Warning in dpois(y, mu, log = TRUE): non-integer x = 769.955129
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1494.913973
## Warning in dpois(y, mu, log = TRUE): non-integer x = 314.161185
## Warning in dpois(y, mu, log = TRUE): non-integer x = 12787.104086
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2129.529540
## Warning in dpois(y, mu, log = TRUE): non-integer x = 941.308445
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6157.750462
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1168.482964
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2650.534406
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2582.155275
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1306.187115
## Warning in dpois(y, mu, log = TRUE): non-integer x = 784.943166
## Warning in dpois(y, mu, log = TRUE): non-integer x = 705.031009
## Warning in dpois(y, mu, log = TRUE): non-integer x = 210.038018
## Warning in dpois(y, mu, log = TRUE): non-integer x = 760.527620
## Warning in dpois(y, mu, log = TRUE): non-integer x = 941.718892
## Warning in dpois(y, mu, log = TRUE): non-integer x = 470.376880
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1492.230816
## Warning in dpois(y, mu, log = TRUE): non-integer x = 978.939340
## Warning in dpois(y, mu, log = TRUE): non-integer x = 586.180750
## Warning in dpois(y, mu, log = TRUE): non-integer x = 767.984251
## Warning in dpois(y, mu, log = TRUE): non-integer x = 556.778723
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6583.973162
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6027.821949
## Warning in dpois(y, mu, log = TRUE): non-integer x = 976.227790
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1815.940646
Regresiones OLS y Poisson
 POISSON
(Intercept) 6.807***
(0.028)
IVIA 0.263***
(0.015)
IDE -2.746***
(0.032)
Num.Obs. 196
AIC
BIC
F 8364.172
RMSE 1634.83
+ p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001
library(knitr)

overdispersion = AER::dispersiontest(rp1, alternative = 'greater')$p.value <
  0.05
underdispersion = AER::dispersiontest(rp1, alternative = 'less')$p.value <
  0.05
# tabla
testResult = as.data.frame(rbind(overdispersion, underdispersion))
names(testResult) = 'Es probable?'

testResult |> kable(caption = "Test de Equidispersión") |> 
  kableExtra::kable_styling()
Test de Equidispersión
Es probable?
overdispersion TRUE
underdispersion FALSE

sobredispersion

rqp = glm(h1, data = provincias, 
        offset = log(`Número  de Distritos`),
          family = quasipoisson(link = "log"))

modelsPQP=list('POISSON  (II)' = rp1,
               'QUASIPOISSON  (II)' = rqp)

modelsummary(modelsPQP, title = "Regresiones Poisson y QuasiPoisson",
             stars = TRUE, output = "kableExtra")
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1050.076689
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1288.069595
## Warning in dpois(y, mu, log = TRUE): non-integer x = 5186.637218
## Warning in dpois(y, mu, log = TRUE): non-integer x = 596.421671
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1797.186624
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2093.496575
## Warning in dpois(y, mu, log = TRUE): non-integer x = 682.394622
## Warning in dpois(y, mu, log = TRUE): non-integer x = 614.545166
## Warning in dpois(y, mu, log = TRUE): non-integer x = 556.981641
## Warning in dpois(y, mu, log = TRUE): non-integer x = 461.782102
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1587.437615
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1073.948157
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1043.150881
## Warning in dpois(y, mu, log = TRUE): non-integer x = 501.348305
## Warning in dpois(y, mu, log = TRUE): non-integer x = 575.056053
## Warning in dpois(y, mu, log = TRUE): non-integer x = 533.692744
## Warning in dpois(y, mu, log = TRUE): non-integer x = 831.320733
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1329.825306
## Warning in dpois(y, mu, log = TRUE): non-integer x = 500.141857
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1559.379654
## Warning in dpois(y, mu, log = TRUE): non-integer x = 646.723473
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3278.985513
## Warning in dpois(y, mu, log = TRUE): non-integer x = 664.303315
## Warning in dpois(y, mu, log = TRUE): non-integer x = 778.531968
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1164.233918
## Warning in dpois(y, mu, log = TRUE): non-integer x = 874.544438
## Warning in dpois(y, mu, log = TRUE): non-integer x = 645.549755
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1080.069772
## Warning in dpois(y, mu, log = TRUE): non-integer x = 957.595119
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3044.418925
## Warning in dpois(y, mu, log = TRUE): non-integer x = 325.754240
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1007.232834
## Warning in dpois(y, mu, log = TRUE): non-integer x = 381.930362
## Warning in dpois(y, mu, log = TRUE): non-integer x = 802.071238
## Warning in dpois(y, mu, log = TRUE): non-integer x = 488.105708
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1057.769886
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1011.079983
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1376.344108
## Warning in dpois(y, mu, log = TRUE): non-integer x = 319.163283
## Warning in dpois(y, mu, log = TRUE): non-integer x = 706.586449
## Warning in dpois(y, mu, log = TRUE): non-integer x = 995.549621
## Warning in dpois(y, mu, log = TRUE): non-integer x = 634.713569
## Warning in dpois(y, mu, log = TRUE): non-integer x = 790.809328
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1663.251436
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3101.949162
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1200.510067
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1388.213223
## Warning in dpois(y, mu, log = TRUE): non-integer x = 657.228428
## Warning in dpois(y, mu, log = TRUE): non-integer x = 574.952179
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1022.713636
## Warning in dpois(y, mu, log = TRUE): non-integer x = 670.460084
## Warning in dpois(y, mu, log = TRUE): non-integer x = 618.392937
## Warning in dpois(y, mu, log = TRUE): non-integer x = 402.081403
## Warning in dpois(y, mu, log = TRUE): non-integer x = 603.984715
## Warning in dpois(y, mu, log = TRUE): non-integer x = 491.011332
## Warning in dpois(y, mu, log = TRUE): non-integer x = 573.304879
## Warning in dpois(y, mu, log = TRUE): non-integer x = 883.040212
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1503.436055
## Warning in dpois(y, mu, log = TRUE): non-integer x = 759.639219
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1071.701401
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1129.449293
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3563.378355
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1024.087513
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1241.857275
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2818.384686
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4316.743267
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1311.149736
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2079.700784
## Warning in dpois(y, mu, log = TRUE): non-integer x = 767.736545
## Warning in dpois(y, mu, log = TRUE): non-integer x = 944.752007
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1259.661515
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1183.989443
## Warning in dpois(y, mu, log = TRUE): non-integer x = 619.614864
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2742.836845
## Warning in dpois(y, mu, log = TRUE): non-integer x = 829.417485
## Warning in dpois(y, mu, log = TRUE): non-integer x = 688.720901
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1062.394182
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1532.384919
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4153.263093
## Warning in dpois(y, mu, log = TRUE): non-integer x = 710.627802
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1811.875825
## Warning in dpois(y, mu, log = TRUE): non-integer x = 540.841884
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2068.874947
## Warning in dpois(y, mu, log = TRUE): non-integer x = 848.797893
## Warning in dpois(y, mu, log = TRUE): non-integer x = 129.499423
## Warning in dpois(y, mu, log = TRUE): non-integer x = 940.943585
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1050.912578
## Warning in dpois(y, mu, log = TRUE): non-integer x = 565.060140
## Warning in dpois(y, mu, log = TRUE): non-integer x = 953.997472
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1305.711101
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1614.505075
## Warning in dpois(y, mu, log = TRUE): non-integer x = 712.122262
## Warning in dpois(y, mu, log = TRUE): non-integer x = 948.152356
## Warning in dpois(y, mu, log = TRUE): non-integer x = 800.440966
## Warning in dpois(y, mu, log = TRUE): non-integer x = 622.650336
## Warning in dpois(y, mu, log = TRUE): non-integer x = 437.281401
## Warning in dpois(y, mu, log = TRUE): non-integer x = 549.334709
## Warning in dpois(y, mu, log = TRUE): non-integer x = 385.754276
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1230.299959
## Warning in dpois(y, mu, log = TRUE): non-integer x = 398.214719
## Warning in dpois(y, mu, log = TRUE): non-integer x = 560.339610
## Warning in dpois(y, mu, log = TRUE): non-integer x = 395.344787
## Warning in dpois(y, mu, log = TRUE): non-integer x = 672.347906
## Warning in dpois(y, mu, log = TRUE): non-integer x = 399.018139
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1140.999293
## Warning in dpois(y, mu, log = TRUE): non-integer x = 472.433637
## Warning in dpois(y, mu, log = TRUE): non-integer x = 290.180619
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1099.914455
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1319.237837
## Warning in dpois(y, mu, log = TRUE): non-integer x = 499.559048
## Warning in dpois(y, mu, log = TRUE): non-integer x = 387.079094
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1476.080622
## Warning in dpois(y, mu, log = TRUE): non-integer x = 433.915848
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3281.259832
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2263.838717
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4107.132177
## Warning in dpois(y, mu, log = TRUE): non-integer x = 946.610929
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1024.050603
## Warning in dpois(y, mu, log = TRUE): non-integer x = 891.916404
## Warning in dpois(y, mu, log = TRUE): non-integer x = 597.230578
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1926.393191
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2475.724633
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1365.225226
## Warning in dpois(y, mu, log = TRUE): non-integer x = 912.164506
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2900.202186
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1682.603381
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1430.765079
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4366.706274
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1938.487997
## Warning in dpois(y, mu, log = TRUE): non-integer x = 646.684922
## Warning in dpois(y, mu, log = TRUE): non-integer x = 659.048398
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1046.369608
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1360.223202
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1375.115317
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6948.078991
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1279.866566
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2134.659016
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1505.759507
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1100.627353
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2737.396474
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1462.865670
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2036.647356
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2457.164790
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1530.179617
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2416.673406
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2804.352198
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1603.858527
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1644.351280
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1275.060582
## Warning in dpois(y, mu, log = TRUE): non-integer x = 818.529594
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1016.643238
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1289.562565
## Warning in dpois(y, mu, log = TRUE): non-integer x = 559.917269
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1899.646336
## Warning in dpois(y, mu, log = TRUE): non-integer x = 705.312341
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3043.074692
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2515.722318
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6417.466968
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1414.486042
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1060.787476
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1326.278926
## Warning in dpois(y, mu, log = TRUE): non-integer x = 911.154998
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1482.510297
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1035.596101
## Warning in dpois(y, mu, log = TRUE): non-integer x = 873.089136
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1447.567459
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1567.374486
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1643.326442
## Warning in dpois(y, mu, log = TRUE): non-integer x = 490.238384
## Warning in dpois(y, mu, log = TRUE): non-integer x = 461.223979
## Warning in dpois(y, mu, log = TRUE): non-integer x = 769.955129
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1494.913973
## Warning in dpois(y, mu, log = TRUE): non-integer x = 314.161185
## Warning in dpois(y, mu, log = TRUE): non-integer x = 12787.104086
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2129.529540
## Warning in dpois(y, mu, log = TRUE): non-integer x = 941.308445
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6157.750462
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1168.482964
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2650.534406
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2582.155275
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1306.187115
## Warning in dpois(y, mu, log = TRUE): non-integer x = 784.943166
## Warning in dpois(y, mu, log = TRUE): non-integer x = 705.031009
## Warning in dpois(y, mu, log = TRUE): non-integer x = 210.038018
## Warning in dpois(y, mu, log = TRUE): non-integer x = 760.527620
## Warning in dpois(y, mu, log = TRUE): non-integer x = 941.718892
## Warning in dpois(y, mu, log = TRUE): non-integer x = 470.376880
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1492.230816
## Warning in dpois(y, mu, log = TRUE): non-integer x = 978.939340
## Warning in dpois(y, mu, log = TRUE): non-integer x = 586.180750
## Warning in dpois(y, mu, log = TRUE): non-integer x = 767.984251
## Warning in dpois(y, mu, log = TRUE): non-integer x = 556.778723
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6583.973162
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6027.821949
## Warning in dpois(y, mu, log = TRUE): non-integer x = 976.227790
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1815.940646
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1050.076689
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1288.069595
## Warning in dpois(y, mu, log = TRUE): non-integer x = 5186.637218
## Warning in dpois(y, mu, log = TRUE): non-integer x = 596.421671
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1797.186624
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2093.496575
## Warning in dpois(y, mu, log = TRUE): non-integer x = 682.394622
## Warning in dpois(y, mu, log = TRUE): non-integer x = 614.545166
## Warning in dpois(y, mu, log = TRUE): non-integer x = 556.981641
## Warning in dpois(y, mu, log = TRUE): non-integer x = 461.782102
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1587.437615
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1073.948157
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1043.150881
## Warning in dpois(y, mu, log = TRUE): non-integer x = 501.348305
## Warning in dpois(y, mu, log = TRUE): non-integer x = 575.056053
## Warning in dpois(y, mu, log = TRUE): non-integer x = 533.692744
## Warning in dpois(y, mu, log = TRUE): non-integer x = 831.320733
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1329.825306
## Warning in dpois(y, mu, log = TRUE): non-integer x = 500.141857
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1559.379654
## Warning in dpois(y, mu, log = TRUE): non-integer x = 646.723473
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3278.985513
## Warning in dpois(y, mu, log = TRUE): non-integer x = 664.303315
## Warning in dpois(y, mu, log = TRUE): non-integer x = 778.531968
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1164.233918
## Warning in dpois(y, mu, log = TRUE): non-integer x = 874.544438
## Warning in dpois(y, mu, log = TRUE): non-integer x = 645.549755
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1080.069772
## Warning in dpois(y, mu, log = TRUE): non-integer x = 957.595119
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3044.418925
## Warning in dpois(y, mu, log = TRUE): non-integer x = 325.754240
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1007.232834
## Warning in dpois(y, mu, log = TRUE): non-integer x = 381.930362
## Warning in dpois(y, mu, log = TRUE): non-integer x = 802.071238
## Warning in dpois(y, mu, log = TRUE): non-integer x = 488.105708
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1057.769886
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1011.079983
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1376.344108
## Warning in dpois(y, mu, log = TRUE): non-integer x = 319.163283
## Warning in dpois(y, mu, log = TRUE): non-integer x = 706.586449
## Warning in dpois(y, mu, log = TRUE): non-integer x = 995.549621
## Warning in dpois(y, mu, log = TRUE): non-integer x = 634.713569
## Warning in dpois(y, mu, log = TRUE): non-integer x = 790.809328
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1663.251436
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3101.949162
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1200.510067
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1388.213223
## Warning in dpois(y, mu, log = TRUE): non-integer x = 657.228428
## Warning in dpois(y, mu, log = TRUE): non-integer x = 574.952179
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1022.713636
## Warning in dpois(y, mu, log = TRUE): non-integer x = 670.460084
## Warning in dpois(y, mu, log = TRUE): non-integer x = 618.392937
## Warning in dpois(y, mu, log = TRUE): non-integer x = 402.081403
## Warning in dpois(y, mu, log = TRUE): non-integer x = 603.984715
## Warning in dpois(y, mu, log = TRUE): non-integer x = 491.011332
## Warning in dpois(y, mu, log = TRUE): non-integer x = 573.304879
## Warning in dpois(y, mu, log = TRUE): non-integer x = 883.040212
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1503.436055
## Warning in dpois(y, mu, log = TRUE): non-integer x = 759.639219
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1071.701401
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1129.449293
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3563.378355
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1024.087513
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1241.857275
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2818.384686
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4316.743267
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1311.149736
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2079.700784
## Warning in dpois(y, mu, log = TRUE): non-integer x = 767.736545
## Warning in dpois(y, mu, log = TRUE): non-integer x = 944.752007
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1259.661515
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1183.989443
## Warning in dpois(y, mu, log = TRUE): non-integer x = 619.614864
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2742.836845
## Warning in dpois(y, mu, log = TRUE): non-integer x = 829.417485
## Warning in dpois(y, mu, log = TRUE): non-integer x = 688.720901
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1062.394182
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1532.384919
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4153.263093
## Warning in dpois(y, mu, log = TRUE): non-integer x = 710.627802
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1811.875825
## Warning in dpois(y, mu, log = TRUE): non-integer x = 540.841884
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2068.874947
## Warning in dpois(y, mu, log = TRUE): non-integer x = 848.797893
## Warning in dpois(y, mu, log = TRUE): non-integer x = 129.499423
## Warning in dpois(y, mu, log = TRUE): non-integer x = 940.943585
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1050.912578
## Warning in dpois(y, mu, log = TRUE): non-integer x = 565.060140
## Warning in dpois(y, mu, log = TRUE): non-integer x = 953.997472
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1305.711101
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1614.505075
## Warning in dpois(y, mu, log = TRUE): non-integer x = 712.122262
## Warning in dpois(y, mu, log = TRUE): non-integer x = 948.152356
## Warning in dpois(y, mu, log = TRUE): non-integer x = 800.440966
## Warning in dpois(y, mu, log = TRUE): non-integer x = 622.650336
## Warning in dpois(y, mu, log = TRUE): non-integer x = 437.281401
## Warning in dpois(y, mu, log = TRUE): non-integer x = 549.334709
## Warning in dpois(y, mu, log = TRUE): non-integer x = 385.754276
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1230.299959
## Warning in dpois(y, mu, log = TRUE): non-integer x = 398.214719
## Warning in dpois(y, mu, log = TRUE): non-integer x = 560.339610
## Warning in dpois(y, mu, log = TRUE): non-integer x = 395.344787
## Warning in dpois(y, mu, log = TRUE): non-integer x = 672.347906
## Warning in dpois(y, mu, log = TRUE): non-integer x = 399.018139
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1140.999293
## Warning in dpois(y, mu, log = TRUE): non-integer x = 472.433637
## Warning in dpois(y, mu, log = TRUE): non-integer x = 290.180619
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1099.914455
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1319.237837
## Warning in dpois(y, mu, log = TRUE): non-integer x = 499.559048
## Warning in dpois(y, mu, log = TRUE): non-integer x = 387.079094
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1476.080622
## Warning in dpois(y, mu, log = TRUE): non-integer x = 433.915848
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3281.259832
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2263.838717
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4107.132177
## Warning in dpois(y, mu, log = TRUE): non-integer x = 946.610929
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1024.050603
## Warning in dpois(y, mu, log = TRUE): non-integer x = 891.916404
## Warning in dpois(y, mu, log = TRUE): non-integer x = 597.230578
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1926.393191
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2475.724633
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1365.225226
## Warning in dpois(y, mu, log = TRUE): non-integer x = 912.164506
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2900.202186
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1682.603381
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1430.765079
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4366.706274
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1938.487997
## Warning in dpois(y, mu, log = TRUE): non-integer x = 646.684922
## Warning in dpois(y, mu, log = TRUE): non-integer x = 659.048398
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1046.369608
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1360.223202
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1375.115317
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6948.078991
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1279.866566
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2134.659016
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1505.759507
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1100.627353
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2737.396474
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1462.865670
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2036.647356
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2457.164790
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1530.179617
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2416.673406
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2804.352198
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1603.858527
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1644.351280
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1275.060582
## Warning in dpois(y, mu, log = TRUE): non-integer x = 818.529594
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1016.643238
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1289.562565
## Warning in dpois(y, mu, log = TRUE): non-integer x = 559.917269
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1899.646336
## Warning in dpois(y, mu, log = TRUE): non-integer x = 705.312341
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3043.074692
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2515.722318
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6417.466968
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1414.486042
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1060.787476
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1326.278926
## Warning in dpois(y, mu, log = TRUE): non-integer x = 911.154998
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1482.510297
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1035.596101
## Warning in dpois(y, mu, log = TRUE): non-integer x = 873.089136
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1447.567459
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1567.374486
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1643.326442
## Warning in dpois(y, mu, log = TRUE): non-integer x = 490.238384
## Warning in dpois(y, mu, log = TRUE): non-integer x = 461.223979
## Warning in dpois(y, mu, log = TRUE): non-integer x = 769.955129
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1494.913973
## Warning in dpois(y, mu, log = TRUE): non-integer x = 314.161185
## Warning in dpois(y, mu, log = TRUE): non-integer x = 12787.104086
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2129.529540
## Warning in dpois(y, mu, log = TRUE): non-integer x = 941.308445
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6157.750462
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1168.482964
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2650.534406
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2582.155275
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1306.187115
## Warning in dpois(y, mu, log = TRUE): non-integer x = 784.943166
## Warning in dpois(y, mu, log = TRUE): non-integer x = 705.031009
## Warning in dpois(y, mu, log = TRUE): non-integer x = 210.038018
## Warning in dpois(y, mu, log = TRUE): non-integer x = 760.527620
## Warning in dpois(y, mu, log = TRUE): non-integer x = 941.718892
## Warning in dpois(y, mu, log = TRUE): non-integer x = 470.376880
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1492.230816
## Warning in dpois(y, mu, log = TRUE): non-integer x = 978.939340
## Warning in dpois(y, mu, log = TRUE): non-integer x = 586.180750
## Warning in dpois(y, mu, log = TRUE): non-integer x = 767.984251
## Warning in dpois(y, mu, log = TRUE): non-integer x = 556.778723
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6583.973162
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6027.821949
## Warning in dpois(y, mu, log = TRUE): non-integer x = 976.227790
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1815.940646
Regresiones Poisson y QuasiPoisson
 POISSON (II)  QUASIPOISSON (II)
(Intercept) 6.807*** 6.807***
(0.028) (1.528)
IVIA 0.263*** 0.263
(0.015) (0.856)
IDE -2.746*** -2.746
(0.032) (1.745)
Num.Obs. 196 196
AIC
BIC
F 8364.172 2.742
RMSE 1634.83 1634.83
+ p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001

Exponenciando

modelsQPexp=list('QuasiPoisson asegurados (I) exponenciado'=rqp)

f <- function(x) format(x, digits = 4, scientific = FALSE)
modelsummary(modelsQPexp, fmt = f,
             exponentiate = T,
             statistic = 'conf.int',
             title = "EXP() de la Regresión Quasi Poisson (II) para Interpretación",
             stars = TRUE,
             output = "kableExtra")
EXP() de la Regresión Quasi Poisson (II) para Interpretación
 QuasiPoisson asegurados (I) exponenciado
(Intercept) 904.26497***
[40.304777, 16232.178]
IVIA 1.30031
[ 0.245736, 7.076]
IDE 0.06415
[ 0.002423, 2.274]
Num.Obs. 196
F 2.742
RMSE 1634.83
+ p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001
h1 = formula(Inversion ~ IVIA + IDE)

rp1 = glm(h1, data = provincias, 
        offset = log(`Número  de Distritos`), # Exposure # Variable control 
        family = poisson(link = "log")) # Poisson
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1050.076689
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1288.069595
## Warning in dpois(y, mu, log = TRUE): non-integer x = 5186.637218
## Warning in dpois(y, mu, log = TRUE): non-integer x = 596.421671
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1797.186624
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2093.496575
## Warning in dpois(y, mu, log = TRUE): non-integer x = 682.394622
## Warning in dpois(y, mu, log = TRUE): non-integer x = 614.545166
## Warning in dpois(y, mu, log = TRUE): non-integer x = 556.981641
## Warning in dpois(y, mu, log = TRUE): non-integer x = 461.782102
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1587.437615
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1073.948157
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1043.150881
## Warning in dpois(y, mu, log = TRUE): non-integer x = 501.348305
## Warning in dpois(y, mu, log = TRUE): non-integer x = 575.056053
## Warning in dpois(y, mu, log = TRUE): non-integer x = 533.692744
## Warning in dpois(y, mu, log = TRUE): non-integer x = 831.320733
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1329.825306
## Warning in dpois(y, mu, log = TRUE): non-integer x = 500.141857
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1559.379654
## Warning in dpois(y, mu, log = TRUE): non-integer x = 646.723473
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3278.985513
## Warning in dpois(y, mu, log = TRUE): non-integer x = 664.303315
## Warning in dpois(y, mu, log = TRUE): non-integer x = 778.531968
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1164.233918
## Warning in dpois(y, mu, log = TRUE): non-integer x = 874.544438
## Warning in dpois(y, mu, log = TRUE): non-integer x = 645.549755
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1080.069772
## Warning in dpois(y, mu, log = TRUE): non-integer x = 957.595119
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3044.418925
## Warning in dpois(y, mu, log = TRUE): non-integer x = 325.754240
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1007.232834
## Warning in dpois(y, mu, log = TRUE): non-integer x = 381.930362
## Warning in dpois(y, mu, log = TRUE): non-integer x = 802.071238
## Warning in dpois(y, mu, log = TRUE): non-integer x = 488.105708
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1057.769886
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1011.079983
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1376.344108
## Warning in dpois(y, mu, log = TRUE): non-integer x = 319.163283
## Warning in dpois(y, mu, log = TRUE): non-integer x = 706.586449
## Warning in dpois(y, mu, log = TRUE): non-integer x = 995.549621
## Warning in dpois(y, mu, log = TRUE): non-integer x = 634.713569
## Warning in dpois(y, mu, log = TRUE): non-integer x = 790.809328
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1663.251436
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3101.949162
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1200.510067
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1388.213223
## Warning in dpois(y, mu, log = TRUE): non-integer x = 657.228428
## Warning in dpois(y, mu, log = TRUE): non-integer x = 574.952179
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1022.713636
## Warning in dpois(y, mu, log = TRUE): non-integer x = 670.460084
## Warning in dpois(y, mu, log = TRUE): non-integer x = 618.392937
## Warning in dpois(y, mu, log = TRUE): non-integer x = 402.081403
## Warning in dpois(y, mu, log = TRUE): non-integer x = 603.984715
## Warning in dpois(y, mu, log = TRUE): non-integer x = 491.011332
## Warning in dpois(y, mu, log = TRUE): non-integer x = 573.304879
## Warning in dpois(y, mu, log = TRUE): non-integer x = 883.040212
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1503.436055
## Warning in dpois(y, mu, log = TRUE): non-integer x = 759.639219
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1071.701401
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1129.449293
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3563.378355
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1024.087513
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1241.857275
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2818.384686
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4316.743267
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1311.149736
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2079.700784
## Warning in dpois(y, mu, log = TRUE): non-integer x = 767.736545
## Warning in dpois(y, mu, log = TRUE): non-integer x = 944.752007
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1259.661515
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1183.989443
## Warning in dpois(y, mu, log = TRUE): non-integer x = 619.614864
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2742.836845
## Warning in dpois(y, mu, log = TRUE): non-integer x = 829.417485
## Warning in dpois(y, mu, log = TRUE): non-integer x = 688.720901
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1062.394182
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1532.384919
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4153.263093
## Warning in dpois(y, mu, log = TRUE): non-integer x = 710.627802
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1811.875825
## Warning in dpois(y, mu, log = TRUE): non-integer x = 540.841884
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2068.874947
## Warning in dpois(y, mu, log = TRUE): non-integer x = 848.797893
## Warning in dpois(y, mu, log = TRUE): non-integer x = 129.499423
## Warning in dpois(y, mu, log = TRUE): non-integer x = 940.943585
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1050.912578
## Warning in dpois(y, mu, log = TRUE): non-integer x = 565.060140
## Warning in dpois(y, mu, log = TRUE): non-integer x = 953.997472
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1305.711101
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1614.505075
## Warning in dpois(y, mu, log = TRUE): non-integer x = 712.122262
## Warning in dpois(y, mu, log = TRUE): non-integer x = 948.152356
## Warning in dpois(y, mu, log = TRUE): non-integer x = 800.440966
## Warning in dpois(y, mu, log = TRUE): non-integer x = 622.650336
## Warning in dpois(y, mu, log = TRUE): non-integer x = 437.281401
## Warning in dpois(y, mu, log = TRUE): non-integer x = 549.334709
## Warning in dpois(y, mu, log = TRUE): non-integer x = 385.754276
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1230.299959
## Warning in dpois(y, mu, log = TRUE): non-integer x = 398.214719
## Warning in dpois(y, mu, log = TRUE): non-integer x = 560.339610
## Warning in dpois(y, mu, log = TRUE): non-integer x = 395.344787
## Warning in dpois(y, mu, log = TRUE): non-integer x = 672.347906
## Warning in dpois(y, mu, log = TRUE): non-integer x = 399.018139
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1140.999293
## Warning in dpois(y, mu, log = TRUE): non-integer x = 472.433637
## Warning in dpois(y, mu, log = TRUE): non-integer x = 290.180619
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1099.914455
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1319.237837
## Warning in dpois(y, mu, log = TRUE): non-integer x = 499.559048
## Warning in dpois(y, mu, log = TRUE): non-integer x = 387.079094
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1476.080622
## Warning in dpois(y, mu, log = TRUE): non-integer x = 433.915848
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3281.259832
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2263.838717
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4107.132177
## Warning in dpois(y, mu, log = TRUE): non-integer x = 946.610929
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1024.050603
## Warning in dpois(y, mu, log = TRUE): non-integer x = 891.916404
## Warning in dpois(y, mu, log = TRUE): non-integer x = 597.230578
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1926.393191
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2475.724633
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1365.225226
## Warning in dpois(y, mu, log = TRUE): non-integer x = 912.164506
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2900.202186
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1682.603381
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1430.765079
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4366.706274
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1938.487997
## Warning in dpois(y, mu, log = TRUE): non-integer x = 646.684922
## Warning in dpois(y, mu, log = TRUE): non-integer x = 659.048398
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1046.369608
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1360.223202
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1375.115317
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6948.078991
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1279.866566
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2134.659016
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1505.759507
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1100.627353
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2737.396474
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1462.865670
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2036.647356
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2457.164790
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1530.179617
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2416.673406
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2804.352198
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1603.858527
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1644.351280
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1275.060582
## Warning in dpois(y, mu, log = TRUE): non-integer x = 818.529594
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1016.643238
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1289.562565
## Warning in dpois(y, mu, log = TRUE): non-integer x = 559.917269
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1899.646336
## Warning in dpois(y, mu, log = TRUE): non-integer x = 705.312341
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3043.074692
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2515.722318
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6417.466968
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1414.486042
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1060.787476
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1326.278926
## Warning in dpois(y, mu, log = TRUE): non-integer x = 911.154998
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1482.510297
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1035.596101
## Warning in dpois(y, mu, log = TRUE): non-integer x = 873.089136
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1447.567459
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1567.374486
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1643.326442
## Warning in dpois(y, mu, log = TRUE): non-integer x = 490.238384
## Warning in dpois(y, mu, log = TRUE): non-integer x = 461.223979
## Warning in dpois(y, mu, log = TRUE): non-integer x = 769.955129
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1494.913973
## Warning in dpois(y, mu, log = TRUE): non-integer x = 314.161185
## Warning in dpois(y, mu, log = TRUE): non-integer x = 12787.104086
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2129.529540
## Warning in dpois(y, mu, log = TRUE): non-integer x = 941.308445
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6157.750462
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1168.482964
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2650.534406
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2582.155275
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1306.187115
## Warning in dpois(y, mu, log = TRUE): non-integer x = 784.943166
## Warning in dpois(y, mu, log = TRUE): non-integer x = 705.031009
## Warning in dpois(y, mu, log = TRUE): non-integer x = 210.038018
## Warning in dpois(y, mu, log = TRUE): non-integer x = 760.527620
## Warning in dpois(y, mu, log = TRUE): non-integer x = 941.718892
## Warning in dpois(y, mu, log = TRUE): non-integer x = 470.376880
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1492.230816
## Warning in dpois(y, mu, log = TRUE): non-integer x = 978.939340
## Warning in dpois(y, mu, log = TRUE): non-integer x = 586.180750
## Warning in dpois(y, mu, log = TRUE): non-integer x = 767.984251
## Warning in dpois(y, mu, log = TRUE): non-integer x = 556.778723
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6583.973162
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6027.821949
## Warning in dpois(y, mu, log = TRUE): non-integer x = 976.227790
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1815.940646
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1050.076689
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1288.069595
## Warning in dpois(y, mu, log = TRUE): non-integer x = 5186.637218
## Warning in dpois(y, mu, log = TRUE): non-integer x = 596.421671
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1797.186624
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2093.496575
## Warning in dpois(y, mu, log = TRUE): non-integer x = 682.394622
## Warning in dpois(y, mu, log = TRUE): non-integer x = 614.545166
## Warning in dpois(y, mu, log = TRUE): non-integer x = 556.981641
## Warning in dpois(y, mu, log = TRUE): non-integer x = 461.782102
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1587.437615
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1073.948157
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1043.150881
## Warning in dpois(y, mu, log = TRUE): non-integer x = 501.348305
## Warning in dpois(y, mu, log = TRUE): non-integer x = 575.056053
## Warning in dpois(y, mu, log = TRUE): non-integer x = 533.692744
## Warning in dpois(y, mu, log = TRUE): non-integer x = 831.320733
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1329.825306
## Warning in dpois(y, mu, log = TRUE): non-integer x = 500.141857
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1559.379654
## Warning in dpois(y, mu, log = TRUE): non-integer x = 646.723473
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3278.985513
## Warning in dpois(y, mu, log = TRUE): non-integer x = 664.303315
## Warning in dpois(y, mu, log = TRUE): non-integer x = 778.531968
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1164.233918
## Warning in dpois(y, mu, log = TRUE): non-integer x = 874.544438
## Warning in dpois(y, mu, log = TRUE): non-integer x = 645.549755
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1080.069772
## Warning in dpois(y, mu, log = TRUE): non-integer x = 957.595119
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3044.418925
## Warning in dpois(y, mu, log = TRUE): non-integer x = 325.754240
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1007.232834
## Warning in dpois(y, mu, log = TRUE): non-integer x = 381.930362
## Warning in dpois(y, mu, log = TRUE): non-integer x = 802.071238
## Warning in dpois(y, mu, log = TRUE): non-integer x = 488.105708
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1057.769886
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1011.079983
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1376.344108
## Warning in dpois(y, mu, log = TRUE): non-integer x = 319.163283
## Warning in dpois(y, mu, log = TRUE): non-integer x = 706.586449
## Warning in dpois(y, mu, log = TRUE): non-integer x = 995.549621
## Warning in dpois(y, mu, log = TRUE): non-integer x = 634.713569
## Warning in dpois(y, mu, log = TRUE): non-integer x = 790.809328
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1663.251436
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3101.949162
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1200.510067
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1388.213223
## Warning in dpois(y, mu, log = TRUE): non-integer x = 657.228428
## Warning in dpois(y, mu, log = TRUE): non-integer x = 574.952179
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1022.713636
## Warning in dpois(y, mu, log = TRUE): non-integer x = 670.460084
## Warning in dpois(y, mu, log = TRUE): non-integer x = 618.392937
## Warning in dpois(y, mu, log = TRUE): non-integer x = 402.081403
## Warning in dpois(y, mu, log = TRUE): non-integer x = 603.984715
## Warning in dpois(y, mu, log = TRUE): non-integer x = 491.011332
## Warning in dpois(y, mu, log = TRUE): non-integer x = 573.304879
## Warning in dpois(y, mu, log = TRUE): non-integer x = 883.040212
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1503.436055
## Warning in dpois(y, mu, log = TRUE): non-integer x = 759.639219
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1071.701401
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1129.449293
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3563.378355
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1024.087513
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1241.857275
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2818.384686
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4316.743267
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1311.149736
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2079.700784
## Warning in dpois(y, mu, log = TRUE): non-integer x = 767.736545
## Warning in dpois(y, mu, log = TRUE): non-integer x = 944.752007
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1259.661515
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1183.989443
## Warning in dpois(y, mu, log = TRUE): non-integer x = 619.614864
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2742.836845
## Warning in dpois(y, mu, log = TRUE): non-integer x = 829.417485
## Warning in dpois(y, mu, log = TRUE): non-integer x = 688.720901
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1062.394182
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1532.384919
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4153.263093
## Warning in dpois(y, mu, log = TRUE): non-integer x = 710.627802
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1811.875825
## Warning in dpois(y, mu, log = TRUE): non-integer x = 540.841884
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2068.874947
## Warning in dpois(y, mu, log = TRUE): non-integer x = 848.797893
## Warning in dpois(y, mu, log = TRUE): non-integer x = 129.499423
## Warning in dpois(y, mu, log = TRUE): non-integer x = 940.943585
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1050.912578
## Warning in dpois(y, mu, log = TRUE): non-integer x = 565.060140
## Warning in dpois(y, mu, log = TRUE): non-integer x = 953.997472
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1305.711101
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1614.505075
## Warning in dpois(y, mu, log = TRUE): non-integer x = 712.122262
## Warning in dpois(y, mu, log = TRUE): non-integer x = 948.152356
## Warning in dpois(y, mu, log = TRUE): non-integer x = 800.440966
## Warning in dpois(y, mu, log = TRUE): non-integer x = 622.650336
## Warning in dpois(y, mu, log = TRUE): non-integer x = 437.281401
## Warning in dpois(y, mu, log = TRUE): non-integer x = 549.334709
## Warning in dpois(y, mu, log = TRUE): non-integer x = 385.754276
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1230.299959
## Warning in dpois(y, mu, log = TRUE): non-integer x = 398.214719
## Warning in dpois(y, mu, log = TRUE): non-integer x = 560.339610
## Warning in dpois(y, mu, log = TRUE): non-integer x = 395.344787
## Warning in dpois(y, mu, log = TRUE): non-integer x = 672.347906
## Warning in dpois(y, mu, log = TRUE): non-integer x = 399.018139
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1140.999293
## Warning in dpois(y, mu, log = TRUE): non-integer x = 472.433637
## Warning in dpois(y, mu, log = TRUE): non-integer x = 290.180619
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1099.914455
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1319.237837
## Warning in dpois(y, mu, log = TRUE): non-integer x = 499.559048
## Warning in dpois(y, mu, log = TRUE): non-integer x = 387.079094
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1476.080622
## Warning in dpois(y, mu, log = TRUE): non-integer x = 433.915848
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3281.259832
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2263.838717
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4107.132177
## Warning in dpois(y, mu, log = TRUE): non-integer x = 946.610929
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1024.050603
## Warning in dpois(y, mu, log = TRUE): non-integer x = 891.916404
## Warning in dpois(y, mu, log = TRUE): non-integer x = 597.230578
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1926.393191
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2475.724633
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1365.225226
## Warning in dpois(y, mu, log = TRUE): non-integer x = 912.164506
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2900.202186
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1682.603381
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1430.765079
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4366.706274
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1938.487997
## Warning in dpois(y, mu, log = TRUE): non-integer x = 646.684922
## Warning in dpois(y, mu, log = TRUE): non-integer x = 659.048398
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1046.369608
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1360.223202
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1375.115317
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6948.078991
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1279.866566
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2134.659016
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1505.759507
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1100.627353
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2737.396474
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1462.865670
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2036.647356
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2457.164790
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1530.179617
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2416.673406
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2804.352198
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1603.858527
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1644.351280
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1275.060582
## Warning in dpois(y, mu, log = TRUE): non-integer x = 818.529594
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1016.643238
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1289.562565
## Warning in dpois(y, mu, log = TRUE): non-integer x = 559.917269
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1899.646336
## Warning in dpois(y, mu, log = TRUE): non-integer x = 705.312341
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3043.074692
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2515.722318
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6417.466968
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1414.486042
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1060.787476
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1326.278926
## Warning in dpois(y, mu, log = TRUE): non-integer x = 911.154998
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1482.510297
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1035.596101
## Warning in dpois(y, mu, log = TRUE): non-integer x = 873.089136
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1447.567459
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1567.374486
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1643.326442
## Warning in dpois(y, mu, log = TRUE): non-integer x = 490.238384
## Warning in dpois(y, mu, log = TRUE): non-integer x = 461.223979
## Warning in dpois(y, mu, log = TRUE): non-integer x = 769.955129
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1494.913973
## Warning in dpois(y, mu, log = TRUE): non-integer x = 314.161185
## Warning in dpois(y, mu, log = TRUE): non-integer x = 12787.104086
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2129.529540
## Warning in dpois(y, mu, log = TRUE): non-integer x = 941.308445
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6157.750462
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1168.482964
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2650.534406
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2582.155275
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1306.187115
## Warning in dpois(y, mu, log = TRUE): non-integer x = 784.943166
## Warning in dpois(y, mu, log = TRUE): non-integer x = 705.031009
## Warning in dpois(y, mu, log = TRUE): non-integer x = 210.038018
## Warning in dpois(y, mu, log = TRUE): non-integer x = 760.527620
## Warning in dpois(y, mu, log = TRUE): non-integer x = 941.718892
## Warning in dpois(y, mu, log = TRUE): non-integer x = 470.376880
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1492.230816
## Warning in dpois(y, mu, log = TRUE): non-integer x = 978.939340
## Warning in dpois(y, mu, log = TRUE): non-integer x = 586.180750
## Warning in dpois(y, mu, log = TRUE): non-integer x = 767.984251
## Warning in dpois(y, mu, log = TRUE): non-integer x = 556.778723
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6583.973162
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6027.821949
## Warning in dpois(y, mu, log = TRUE): non-integer x = 976.227790
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1815.940646
# displaying results
modelslmpoi = list('POISSON ' = rp1)

library(modelsummary)
modelsummary(modelslmpoi, title = "Regresiones OLS y Poisson",
             stars = TRUE,
             output = "kableExtra")
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1050.076689
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1288.069595
## Warning in dpois(y, mu, log = TRUE): non-integer x = 5186.637218
## Warning in dpois(y, mu, log = TRUE): non-integer x = 596.421671
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1797.186624
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2093.496575
## Warning in dpois(y, mu, log = TRUE): non-integer x = 682.394622
## Warning in dpois(y, mu, log = TRUE): non-integer x = 614.545166
## Warning in dpois(y, mu, log = TRUE): non-integer x = 556.981641
## Warning in dpois(y, mu, log = TRUE): non-integer x = 461.782102
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1587.437615
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1073.948157
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1043.150881
## Warning in dpois(y, mu, log = TRUE): non-integer x = 501.348305
## Warning in dpois(y, mu, log = TRUE): non-integer x = 575.056053
## Warning in dpois(y, mu, log = TRUE): non-integer x = 533.692744
## Warning in dpois(y, mu, log = TRUE): non-integer x = 831.320733
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1329.825306
## Warning in dpois(y, mu, log = TRUE): non-integer x = 500.141857
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1559.379654
## Warning in dpois(y, mu, log = TRUE): non-integer x = 646.723473
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3278.985513
## Warning in dpois(y, mu, log = TRUE): non-integer x = 664.303315
## Warning in dpois(y, mu, log = TRUE): non-integer x = 778.531968
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1164.233918
## Warning in dpois(y, mu, log = TRUE): non-integer x = 874.544438
## Warning in dpois(y, mu, log = TRUE): non-integer x = 645.549755
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1080.069772
## Warning in dpois(y, mu, log = TRUE): non-integer x = 957.595119
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3044.418925
## Warning in dpois(y, mu, log = TRUE): non-integer x = 325.754240
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1007.232834
## Warning in dpois(y, mu, log = TRUE): non-integer x = 381.930362
## Warning in dpois(y, mu, log = TRUE): non-integer x = 802.071238
## Warning in dpois(y, mu, log = TRUE): non-integer x = 488.105708
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1057.769886
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1011.079983
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1376.344108
## Warning in dpois(y, mu, log = TRUE): non-integer x = 319.163283
## Warning in dpois(y, mu, log = TRUE): non-integer x = 706.586449
## Warning in dpois(y, mu, log = TRUE): non-integer x = 995.549621
## Warning in dpois(y, mu, log = TRUE): non-integer x = 634.713569
## Warning in dpois(y, mu, log = TRUE): non-integer x = 790.809328
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1663.251436
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3101.949162
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1200.510067
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1388.213223
## Warning in dpois(y, mu, log = TRUE): non-integer x = 657.228428
## Warning in dpois(y, mu, log = TRUE): non-integer x = 574.952179
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1022.713636
## Warning in dpois(y, mu, log = TRUE): non-integer x = 670.460084
## Warning in dpois(y, mu, log = TRUE): non-integer x = 618.392937
## Warning in dpois(y, mu, log = TRUE): non-integer x = 402.081403
## Warning in dpois(y, mu, log = TRUE): non-integer x = 603.984715
## Warning in dpois(y, mu, log = TRUE): non-integer x = 491.011332
## Warning in dpois(y, mu, log = TRUE): non-integer x = 573.304879
## Warning in dpois(y, mu, log = TRUE): non-integer x = 883.040212
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1503.436055
## Warning in dpois(y, mu, log = TRUE): non-integer x = 759.639219
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1071.701401
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1129.449293
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3563.378355
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1024.087513
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1241.857275
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2818.384686
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4316.743267
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1311.149736
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2079.700784
## Warning in dpois(y, mu, log = TRUE): non-integer x = 767.736545
## Warning in dpois(y, mu, log = TRUE): non-integer x = 944.752007
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1259.661515
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1183.989443
## Warning in dpois(y, mu, log = TRUE): non-integer x = 619.614864
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2742.836845
## Warning in dpois(y, mu, log = TRUE): non-integer x = 829.417485
## Warning in dpois(y, mu, log = TRUE): non-integer x = 688.720901
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1062.394182
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1532.384919
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4153.263093
## Warning in dpois(y, mu, log = TRUE): non-integer x = 710.627802
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1811.875825
## Warning in dpois(y, mu, log = TRUE): non-integer x = 540.841884
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2068.874947
## Warning in dpois(y, mu, log = TRUE): non-integer x = 848.797893
## Warning in dpois(y, mu, log = TRUE): non-integer x = 129.499423
## Warning in dpois(y, mu, log = TRUE): non-integer x = 940.943585
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1050.912578
## Warning in dpois(y, mu, log = TRUE): non-integer x = 565.060140
## Warning in dpois(y, mu, log = TRUE): non-integer x = 953.997472
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1305.711101
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1614.505075
## Warning in dpois(y, mu, log = TRUE): non-integer x = 712.122262
## Warning in dpois(y, mu, log = TRUE): non-integer x = 948.152356
## Warning in dpois(y, mu, log = TRUE): non-integer x = 800.440966
## Warning in dpois(y, mu, log = TRUE): non-integer x = 622.650336
## Warning in dpois(y, mu, log = TRUE): non-integer x = 437.281401
## Warning in dpois(y, mu, log = TRUE): non-integer x = 549.334709
## Warning in dpois(y, mu, log = TRUE): non-integer x = 385.754276
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1230.299959
## Warning in dpois(y, mu, log = TRUE): non-integer x = 398.214719
## Warning in dpois(y, mu, log = TRUE): non-integer x = 560.339610
## Warning in dpois(y, mu, log = TRUE): non-integer x = 395.344787
## Warning in dpois(y, mu, log = TRUE): non-integer x = 672.347906
## Warning in dpois(y, mu, log = TRUE): non-integer x = 399.018139
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1140.999293
## Warning in dpois(y, mu, log = TRUE): non-integer x = 472.433637
## Warning in dpois(y, mu, log = TRUE): non-integer x = 290.180619
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1099.914455
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1319.237837
## Warning in dpois(y, mu, log = TRUE): non-integer x = 499.559048
## Warning in dpois(y, mu, log = TRUE): non-integer x = 387.079094
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1476.080622
## Warning in dpois(y, mu, log = TRUE): non-integer x = 433.915848
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3281.259832
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2263.838717
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4107.132177
## Warning in dpois(y, mu, log = TRUE): non-integer x = 946.610929
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1024.050603
## Warning in dpois(y, mu, log = TRUE): non-integer x = 891.916404
## Warning in dpois(y, mu, log = TRUE): non-integer x = 597.230578
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1926.393191
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2475.724633
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1365.225226
## Warning in dpois(y, mu, log = TRUE): non-integer x = 912.164506
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2900.202186
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1682.603381
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1430.765079
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4366.706274
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1938.487997
## Warning in dpois(y, mu, log = TRUE): non-integer x = 646.684922
## Warning in dpois(y, mu, log = TRUE): non-integer x = 659.048398
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1046.369608
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1360.223202
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1375.115317
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6948.078991
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1279.866566
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2134.659016
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1505.759507
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1100.627353
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2737.396474
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1462.865670
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2036.647356
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2457.164790
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1530.179617
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2416.673406
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2804.352198
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1603.858527
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1644.351280
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1275.060582
## Warning in dpois(y, mu, log = TRUE): non-integer x = 818.529594
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1016.643238
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1289.562565
## Warning in dpois(y, mu, log = TRUE): non-integer x = 559.917269
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1899.646336
## Warning in dpois(y, mu, log = TRUE): non-integer x = 705.312341
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3043.074692
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2515.722318
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6417.466968
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1414.486042
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1060.787476
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1326.278926
## Warning in dpois(y, mu, log = TRUE): non-integer x = 911.154998
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1482.510297
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1035.596101
## Warning in dpois(y, mu, log = TRUE): non-integer x = 873.089136
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1447.567459
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1567.374486
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1643.326442
## Warning in dpois(y, mu, log = TRUE): non-integer x = 490.238384
## Warning in dpois(y, mu, log = TRUE): non-integer x = 461.223979
## Warning in dpois(y, mu, log = TRUE): non-integer x = 769.955129
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1494.913973
## Warning in dpois(y, mu, log = TRUE): non-integer x = 314.161185
## Warning in dpois(y, mu, log = TRUE): non-integer x = 12787.104086
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2129.529540
## Warning in dpois(y, mu, log = TRUE): non-integer x = 941.308445
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6157.750462
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1168.482964
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2650.534406
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2582.155275
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1306.187115
## Warning in dpois(y, mu, log = TRUE): non-integer x = 784.943166
## Warning in dpois(y, mu, log = TRUE): non-integer x = 705.031009
## Warning in dpois(y, mu, log = TRUE): non-integer x = 210.038018
## Warning in dpois(y, mu, log = TRUE): non-integer x = 760.527620
## Warning in dpois(y, mu, log = TRUE): non-integer x = 941.718892
## Warning in dpois(y, mu, log = TRUE): non-integer x = 470.376880
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1492.230816
## Warning in dpois(y, mu, log = TRUE): non-integer x = 978.939340
## Warning in dpois(y, mu, log = TRUE): non-integer x = 586.180750
## Warning in dpois(y, mu, log = TRUE): non-integer x = 767.984251
## Warning in dpois(y, mu, log = TRUE): non-integer x = 556.778723
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6583.973162
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6027.821949
## Warning in dpois(y, mu, log = TRUE): non-integer x = 976.227790
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1815.940646
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1050.076689
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1288.069595
## Warning in dpois(y, mu, log = TRUE): non-integer x = 5186.637218
## Warning in dpois(y, mu, log = TRUE): non-integer x = 596.421671
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1797.186624
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2093.496575
## Warning in dpois(y, mu, log = TRUE): non-integer x = 682.394622
## Warning in dpois(y, mu, log = TRUE): non-integer x = 614.545166
## Warning in dpois(y, mu, log = TRUE): non-integer x = 556.981641
## Warning in dpois(y, mu, log = TRUE): non-integer x = 461.782102
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1587.437615
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1073.948157
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1043.150881
## Warning in dpois(y, mu, log = TRUE): non-integer x = 501.348305
## Warning in dpois(y, mu, log = TRUE): non-integer x = 575.056053
## Warning in dpois(y, mu, log = TRUE): non-integer x = 533.692744
## Warning in dpois(y, mu, log = TRUE): non-integer x = 831.320733
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1329.825306
## Warning in dpois(y, mu, log = TRUE): non-integer x = 500.141857
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1559.379654
## Warning in dpois(y, mu, log = TRUE): non-integer x = 646.723473
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3278.985513
## Warning in dpois(y, mu, log = TRUE): non-integer x = 664.303315
## Warning in dpois(y, mu, log = TRUE): non-integer x = 778.531968
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1164.233918
## Warning in dpois(y, mu, log = TRUE): non-integer x = 874.544438
## Warning in dpois(y, mu, log = TRUE): non-integer x = 645.549755
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1080.069772
## Warning in dpois(y, mu, log = TRUE): non-integer x = 957.595119
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3044.418925
## Warning in dpois(y, mu, log = TRUE): non-integer x = 325.754240
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1007.232834
## Warning in dpois(y, mu, log = TRUE): non-integer x = 381.930362
## Warning in dpois(y, mu, log = TRUE): non-integer x = 802.071238
## Warning in dpois(y, mu, log = TRUE): non-integer x = 488.105708
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1057.769886
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1011.079983
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1376.344108
## Warning in dpois(y, mu, log = TRUE): non-integer x = 319.163283
## Warning in dpois(y, mu, log = TRUE): non-integer x = 706.586449
## Warning in dpois(y, mu, log = TRUE): non-integer x = 995.549621
## Warning in dpois(y, mu, log = TRUE): non-integer x = 634.713569
## Warning in dpois(y, mu, log = TRUE): non-integer x = 790.809328
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1663.251436
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3101.949162
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1200.510067
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1388.213223
## Warning in dpois(y, mu, log = TRUE): non-integer x = 657.228428
## Warning in dpois(y, mu, log = TRUE): non-integer x = 574.952179
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1022.713636
## Warning in dpois(y, mu, log = TRUE): non-integer x = 670.460084
## Warning in dpois(y, mu, log = TRUE): non-integer x = 618.392937
## Warning in dpois(y, mu, log = TRUE): non-integer x = 402.081403
## Warning in dpois(y, mu, log = TRUE): non-integer x = 603.984715
## Warning in dpois(y, mu, log = TRUE): non-integer x = 491.011332
## Warning in dpois(y, mu, log = TRUE): non-integer x = 573.304879
## Warning in dpois(y, mu, log = TRUE): non-integer x = 883.040212
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1503.436055
## Warning in dpois(y, mu, log = TRUE): non-integer x = 759.639219
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1071.701401
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1129.449293
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3563.378355
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1024.087513
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1241.857275
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2818.384686
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4316.743267
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1311.149736
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2079.700784
## Warning in dpois(y, mu, log = TRUE): non-integer x = 767.736545
## Warning in dpois(y, mu, log = TRUE): non-integer x = 944.752007
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1259.661515
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1183.989443
## Warning in dpois(y, mu, log = TRUE): non-integer x = 619.614864
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2742.836845
## Warning in dpois(y, mu, log = TRUE): non-integer x = 829.417485
## Warning in dpois(y, mu, log = TRUE): non-integer x = 688.720901
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1062.394182
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1532.384919
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4153.263093
## Warning in dpois(y, mu, log = TRUE): non-integer x = 710.627802
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1811.875825
## Warning in dpois(y, mu, log = TRUE): non-integer x = 540.841884
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2068.874947
## Warning in dpois(y, mu, log = TRUE): non-integer x = 848.797893
## Warning in dpois(y, mu, log = TRUE): non-integer x = 129.499423
## Warning in dpois(y, mu, log = TRUE): non-integer x = 940.943585
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1050.912578
## Warning in dpois(y, mu, log = TRUE): non-integer x = 565.060140
## Warning in dpois(y, mu, log = TRUE): non-integer x = 953.997472
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1305.711101
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1614.505075
## Warning in dpois(y, mu, log = TRUE): non-integer x = 712.122262
## Warning in dpois(y, mu, log = TRUE): non-integer x = 948.152356
## Warning in dpois(y, mu, log = TRUE): non-integer x = 800.440966
## Warning in dpois(y, mu, log = TRUE): non-integer x = 622.650336
## Warning in dpois(y, mu, log = TRUE): non-integer x = 437.281401
## Warning in dpois(y, mu, log = TRUE): non-integer x = 549.334709
## Warning in dpois(y, mu, log = TRUE): non-integer x = 385.754276
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1230.299959
## Warning in dpois(y, mu, log = TRUE): non-integer x = 398.214719
## Warning in dpois(y, mu, log = TRUE): non-integer x = 560.339610
## Warning in dpois(y, mu, log = TRUE): non-integer x = 395.344787
## Warning in dpois(y, mu, log = TRUE): non-integer x = 672.347906
## Warning in dpois(y, mu, log = TRUE): non-integer x = 399.018139
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1140.999293
## Warning in dpois(y, mu, log = TRUE): non-integer x = 472.433637
## Warning in dpois(y, mu, log = TRUE): non-integer x = 290.180619
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1099.914455
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1319.237837
## Warning in dpois(y, mu, log = TRUE): non-integer x = 499.559048
## Warning in dpois(y, mu, log = TRUE): non-integer x = 387.079094
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1476.080622
## Warning in dpois(y, mu, log = TRUE): non-integer x = 433.915848
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3281.259832
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2263.838717
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4107.132177
## Warning in dpois(y, mu, log = TRUE): non-integer x = 946.610929
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1024.050603
## Warning in dpois(y, mu, log = TRUE): non-integer x = 891.916404
## Warning in dpois(y, mu, log = TRUE): non-integer x = 597.230578
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1926.393191
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2475.724633
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1365.225226
## Warning in dpois(y, mu, log = TRUE): non-integer x = 912.164506
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2900.202186
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1682.603381
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1430.765079
## Warning in dpois(y, mu, log = TRUE): non-integer x = 4366.706274
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1938.487997
## Warning in dpois(y, mu, log = TRUE): non-integer x = 646.684922
## Warning in dpois(y, mu, log = TRUE): non-integer x = 659.048398
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1046.369608
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1360.223202
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1375.115317
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6948.078991
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1279.866566
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2134.659016
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1505.759507
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1100.627353
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2737.396474
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1462.865670
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2036.647356
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2457.164790
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1530.179617
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2416.673406
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2804.352198
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1603.858527
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1644.351280
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1275.060582
## Warning in dpois(y, mu, log = TRUE): non-integer x = 818.529594
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1016.643238
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1289.562565
## Warning in dpois(y, mu, log = TRUE): non-integer x = 559.917269
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1899.646336
## Warning in dpois(y, mu, log = TRUE): non-integer x = 705.312341
## Warning in dpois(y, mu, log = TRUE): non-integer x = 3043.074692
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2515.722318
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6417.466968
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1414.486042
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1060.787476
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1326.278926
## Warning in dpois(y, mu, log = TRUE): non-integer x = 911.154998
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1482.510297
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1035.596101
## Warning in dpois(y, mu, log = TRUE): non-integer x = 873.089136
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1447.567459
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1567.374486
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1643.326442
## Warning in dpois(y, mu, log = TRUE): non-integer x = 490.238384
## Warning in dpois(y, mu, log = TRUE): non-integer x = 461.223979
## Warning in dpois(y, mu, log = TRUE): non-integer x = 769.955129
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1494.913973
## Warning in dpois(y, mu, log = TRUE): non-integer x = 314.161185
## Warning in dpois(y, mu, log = TRUE): non-integer x = 12787.104086
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2129.529540
## Warning in dpois(y, mu, log = TRUE): non-integer x = 941.308445
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6157.750462
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1168.482964
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2650.534406
## Warning in dpois(y, mu, log = TRUE): non-integer x = 2582.155275
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1306.187115
## Warning in dpois(y, mu, log = TRUE): non-integer x = 784.943166
## Warning in dpois(y, mu, log = TRUE): non-integer x = 705.031009
## Warning in dpois(y, mu, log = TRUE): non-integer x = 210.038018
## Warning in dpois(y, mu, log = TRUE): non-integer x = 760.527620
## Warning in dpois(y, mu, log = TRUE): non-integer x = 941.718892
## Warning in dpois(y, mu, log = TRUE): non-integer x = 470.376880
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1492.230816
## Warning in dpois(y, mu, log = TRUE): non-integer x = 978.939340
## Warning in dpois(y, mu, log = TRUE): non-integer x = 586.180750
## Warning in dpois(y, mu, log = TRUE): non-integer x = 767.984251
## Warning in dpois(y, mu, log = TRUE): non-integer x = 556.778723
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6583.973162
## Warning in dpois(y, mu, log = TRUE): non-integer x = 6027.821949
## Warning in dpois(y, mu, log = TRUE): non-integer x = 976.227790
## Warning in dpois(y, mu, log = TRUE): non-integer x = 1815.940646
Regresiones OLS y Poisson
 POISSON
(Intercept) 6.807***
(0.028)
IVIA 0.263***
(0.015)
IDE -2.746***
(0.032)
Num.Obs. 196
AIC
BIC
F 8364.172
RMSE 1634.83
+ p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001


Presencias  un debate entre colegas. Uno (colega A) planteas que la mortalidad materna en un país puede ser explicada por el nivel de tubercolisis; mientras que el otro (colega B) piensa que es mejor explicada por el nivel de fertilidad. En ambos casos, controlan el nivel de empleo. ¿Si usan los mismos  datos, a quién apoyarías con sólo ver ambas  tablas de coeficientes? Sustenta tu respuesta.

```r
library(rio)
data=import("wbDataMini.xlsx")

Se está estudiando qué factores influyen en que los convictos puestos en libertad vuelvan a la carcel. Los datos puede descargarlos de aqui. Con esos datos, dos investigadores desean probar algunas hipotesis. El investigador “A” afirma que mientras mayor la edad, y si uno ya está casado, disminuirá el riesgo de volver a la carcel; mientras que el investigador “B” asegura que, mientras menor la edad, y si uno ya está casado disminuye el riesgo de volver a la carcel. Ud, al usar R, corroborá que….

carcel=import("dataCarcel.xlsx")

Se está estudiando los factores que influencian la admisión a los colegios elite del Perú. Para ello se tienen datos de los postulantes procedentes de diferentes escuelas primarias. Use la data de este LINK (note que el documento incluye la metadata).

Si usas todas las variables disponibles como predictoras de la admisión, explica cada una de las variables en la tabla de resultados. Haz los cálculos que necesites para interpretar los coeficientes obtenidos, de ser necesario.

admision=import("admision.xlsx")
p1=formula(admitido~letras)
p2=formula(admitido~letras+ciencias)
p3=formula(admitido~letras+ciencias+prestigio)
rlog1=glm(p1, data=admision,family = binomial)
rlog2=glm(p2, data=admision,family = binomial)
rlog3=glm(p3, data=admision,family = binomial)
summary(rlog1)
## 
## Call:
## glm(formula = p1, family = binomial, data = admision)
## 
## Deviance Residuals: 
##     Min       1Q   Median       3Q      Max  
## -1.1623  -0.9052  -0.7547   1.3486   1.9879  
## 
## Coefficients:
##              Estimate Std. Error z value Pr(>|z|)    
## (Intercept) -2.901344   0.606038  -4.787 1.69e-06 ***
## letras       0.003582   0.000986   3.633  0.00028 ***
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## (Dispersion parameter for binomial family taken to be 1)
## 
##     Null deviance: 499.98  on 399  degrees of freedom
## Residual deviance: 486.06  on 398  degrees of freedom
## AIC: 490.06
## 
## Number of Fisher Scoring iterations: 4
modelsrl=list('ADMITIDO (I)'=rlog1,
             'ADMITIDO (II)'=rlog2,
             'ADMITIDO (III)'=rlog3)
library(modelsummary)

f <- function(x) format(x, digits = 4, scientific = FALSE)
modelsummary(modelsrl,
             exponentiate = T, 
             statistic = 'conf.int',
             title = "Comparando Regresión Logísticas (Coeficientes Exponenciados)",
             stars = TRUE,
             gof_map = c("nobs","aic","bic","rmse","logLik"), #comparar
             gof_omit = c("F"),
             output = "kableExtra")
Comparando Regresión Logísticas (Coeficientes Exponenciados)
 ADMITIDO (I)  ADMITIDO (II)  ADMITIDO (III)
(Intercept) 0.055*** 0.007*** 0.002***
[0.016, 0.176] [0.001, 0.056] [0.000, 0.018]
letras 1.004*** 1.003* 1.002*
[1.002, 1.006] [1.001, 1.005] [1.000, 1.004]
ciencias 1.008* 1.008*
[1.001, 1.014] [1.001, 1.014]
prestigio 1.751***
[1.371, 2.259]
Num.Obs. 400 400 400
AIC 490.1 486.3 467.4
BIC 498.0 498.3 483.4
RMSE 0.46 0.45 0.44
Log.Lik. -243.028 -240.172 -229.721
+ p < 0.1, * p < 0.05, ** p < 0.01, *** p < 0.001