¿Cómo exportar márgenes del modelo logit ordenado de R a látex?

Estoy ejecutando un modelo logit ordenado usando el paquete: oglmx

Después de ejecutar la regresión, calculé los márgenes usando: oglmx.margins. Sin embargo, no puedo exportar esta salida a Latex, Word o Excel. He probado stargazer, export_summs y broom. Todos estos métodos no funcionaron.

Los códigos que he usado.

b19_ologit_model_PCM<-oglmx(ABoards_decile ~ Caste_SC_ST+ten_decile+Annual_inc+Sex_Female, data=b19_PCM_nob,link="logit",
  constantMEAN = FALSE, constantSD = FALSE,
  delta=0,threshparam = NULL)
summary(b19_ologit_model_PCM)
b19_ologit_margins_PCM<-margins.oglmx(b19_ologit_model_PCM,ascontinuous = TRUE)
tidy(b19_ologit_margins_PCM)
Error: No tidy method for objects of class margins.oglmx
export_summs(b19_ologit_margins_PCM)
Error: No tidy method for objects of class margins.oglmx
stargazer(b19_ologit_margins_PCM,type = 'text', se=list(NULL))
% Error: Unrecognized object type.

Ejemplo de conjunto de datos:

structure(list(b19_PCM_nob.Candidate_name_10th = structure(c(60L, 
20L, 121L, 25L, 122L, 29L, 10L, 73L, 11L, 93L, 68L, 128L, 126L, 
51L, 2L, 35L, 46L, 34L, 30L, 21L),.Label = c("A AZIZUDDIN", 
"AARCHEE AMRIT NEWARE", "AARUSH SHUKLA", "AAYUSH SHUKLA", "AAYUSH TETE", 
"AAYUSHI AGRAWAL", "ABHIJAY RATHOR", "ABHISHEK BURMAN", "ABHISHEK CHANDRAKAR", 
"ABHISHRI JOSHI", "ADARSH SINGH", "ADHIKARLA SHRAVANI", "ADITI JHA", 
"ADITI SAO", "ADITI TIWARI", "ADITYA RANJAN SINGH", "AIYUSHI GHOSH", 
"AMAN KUMAR SAHU", "AMAN KUMAR SINGH", "AMAN SINGH", "AMRITA PADHI", 
"ANANAYE DWIVEDI", "ANIKET VERMA", "ANJALI JAGNE", "ANUBHAV PRATAP SINGH", 
"ARINDAM SIL", "AVINASH PATEL", "AYAAN AHMED", "AYUSH BISHT", 
"AYUSH KUMAR YADAV", "B KIRTI", "CHETNA TIKARIHA", "CHIRAG SHRIVASTAVA", 
"CHITRA SARKAR", "D VAMSIDHAR", "DEEPANSHU PAWAR", "DEVENDRA KUMAR SAHU", 
"DEVESH SHUKLA", "DHARMESH JAIN", "DIKSHA DEWANGAN", "HARLEEN KAUR", 
"HARSH CHAKRABORTY", "HARSH DIWAN", "HARSH SAHU", "HARSHVARDHAN SINGH RAJPUT", 
"HEMANG VERMA", "HIMANSHU KUMAR", "HRIDAM PALWE", "JAY PATEL", 
"JAYANT S ULLAS", "JITENDRA KUMAR SINGH", "K RITIKA", "KHUSHI SAHU", 
"KHUSHI SONI", "KHYATI YADAV", "KRISHNA AGRAWAL", "KUNAL RAJURKAR", 
"KUNAL SINGH", "LAKSHYA VASWANI", "MANAS GUPTA", "MAYANK GUPTA", 
"MD MAROOF HASAN KHAN", "MOHAMMED AYAAN", "MOKSHA CHANDRAKAR", 
"MORESHWAR SAHU", "MRUNAL WALIMBE", "MUSKAN NAG", "NAIVEDYA SONI", 
"NAMAN DAVE", "NEHA ANN JACOB", "NIDHI CHANDRA", "NIKITA SAHU", 
"NUPUR CHANDRAKAR", "P V S CHIRAG", "PALAK RATHI", "PANKAJ KUMAR SAHU", 
"PIYUSH SAHU", "POORNIMA MISHRA", "PRACHI LOKHANDE", "PRAGYA SRIVASTAVA", 
"PRIYAM MISHRA", "PRIYANKA TRIPATHY", "PRIYANSHU CHANDRAKAR", 
"PRIYANSHU SINGH", "PRIYANSHU THAKUR", "PULKIT JAIN", "PUSHPRAJ GENDRE", 
"R HARSH SAI KUMAR", "R VAISHNAVI SATVIKA", "RACHIT RATHI", "RAMAN DESHPANDE", 
"REMAN KUMAR LAHARE", "RICHA PANDEY", "RIYA DHOL", "ROHAN SARNA", 
"ROHIT JAISWAL", "RUPALI AGRAWAL", "SAURABH KUSHWAHA", "SHADAB ABDUL LATIF SHEIKH", 
"SHAMBHAVI DWIVEDI", "SHARMIN ANSARI", "SHASHANK PILLAI", "SHRADDHA SINGH", 
"SHRAJAN PANDEY", "SHREYA DEWANGAN", "SHRISTI SAHU", "SHRISTI TIWARI", 
"SHUBHAM KR PATEL", "SHUBHASHISH BANERJEE", "SHUBHIKA SOLANKI", 
"SNEHA GUPTA", "SRISHTI SHUKLA", "SUBHASHIS SAMAL", "SUMEET RANJAN MISHRA", 
"SUVIGYA PANDEY", "SUYASH PATEL", "SWANAND SANGWAI", "TRISHA GUPTA", 
"TUSHAR BHARTI", "TUSHAR JASWANI", "UJJWAL JAIN", "UJJWAL MITTAL", 
"UTKARSH NASHINE", "VAIBHAV TEMBHURKAR", "VIPUL JAIN", "VIRENDRA KUMAR SINGH", 
"VIVEK KUMAR PRAJAPATI", "VRUSHALI ASODKAR", "YACHANA CHOUDHARY", 
"YASHASHVI MISHRA", "YASMEEN MAHILANG", "YATHARTH SINGH"), class = "factor"), 
 b19_PCM_nob.Sex_Female = c(0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 
 0L, 1L, 0L, 1L, 0L, 0L, 1L, 0L, 0L, 1L, 0L, 1L), b19_PCM_nob.Caste_SC_ST = c(0L, 
 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 
 0L, 1L, 0L, 0L), b19_PCM_nob.ten_decile = c(8L, 1L, 1L, 1L, 
 8L, 5L, 2L, 4L, 7L, 9L, 4L, 9L, 9L, 9L, 7L, 7L, 5L, 2L, 5L, 
 5L), b19_PCM_nob.ABoards_decile = c(9L, 1L, 6L, 2L, 10L, 
 9L, 4L, 3L, 10L, 10L, 3L, 8L, 8L, 6L, 1L, 8L, 3L, 6L, 3L, 
 4L)), row.names = c(NA, 20L), class = "data.frame")

Solución del problema

Unfortunately, the oglmx does not appear to be supported by any of the main table-making softwares, or by the two main "extractor" packages (broom and parameters). Also, please note that the stargazer package does not appear to be updated anymore, so it is unlikely to support these models in the near future.

Afortunadamente, es bastante fácil crear tablas para dichos modelos utilizando el modelsummarypaquete (descargo de responsabilidad: soy el autor). Para lograr esto, todo lo que necesita hacer es crear una función llamada tidy.margins.oglmx()que acepte un objeto modelo y devuelva un marco de datos con una termcolumna para representar cada parámetro y una groupcolumna para representar los niveles de la variable de resultado. Consulte aquí para obtener instrucciones detalladas:

https://vincentarelbundock.github.io/modelsummary/articles/modelsummary.html#adding-new-models-part-i

Tenga en cuenta que cambiar el outputargumento de la modelsummaryfunción le permitirá exportar a LaTeX, HTML, Word y más.

Aquí hay un ejemplo con un modelo algo modificado ya que su ejemplo no era directamente replicable (variable faltante):

library(oglmx)
library(modelsummary)
dat <- structure(list(b19_PCM_nob.Candidate_name_10th = structure(c(60L, 
20L, 121L, 25L, 122L, 29L, 10L, 73L, 11L, 93L, 68L, 128L, 126L, 
51L, 2L, 35L, 46L, 34L, 30L, 21L),.Label = c("A AZIZUDDIN", 
"AARCHEE AMRIT NEWARE", "AARUSH SHUKLA", "AAYUSH SHUKLA", "AAYUSH TETE", 
"AAYUSHI AGRAWAL", "ABHIJAY RATHOR", "ABHISHEK BURMAN", "ABHISHEK CHANDRAKAR", 
"ABHISHRI JOSHI", "ADARSH SINGH", "ADHIKARLA SHRAVANI", "ADITI JHA", 
"ADITI SAO", "ADITI TIWARI", "ADITYA RANJAN SINGH", "AIYUSHI GHOSH", 
"AMAN KUMAR SAHU", "AMAN KUMAR SINGH", "AMAN SINGH", "AMRITA PADHI", 
"ANANAYE DWIVEDI", "ANIKET VERMA", "ANJALI JAGNE", "ANUBHAV PRATAP SINGH", 
"ARINDAM SIL", "AVINASH PATEL", "AYAAN AHMED", "AYUSH BISHT", 
"AYUSH KUMAR YADAV", "B KIRTI", "CHETNA TIKARIHA", "CHIRAG SHRIVASTAVA", 
"CHITRA SARKAR", "D VAMSIDHAR", "DEEPANSHU PAWAR", "DEVENDRA KUMAR SAHU", 
"DEVESH SHUKLA", "DHARMESH JAIN", "DIKSHA DEWANGAN", "HARLEEN KAUR", 
"HARSH CHAKRABORTY", "HARSH DIWAN", "HARSH SAHU", "HARSHVARDHAN SINGH RAJPUT", 
"HEMANG VERMA", "HIMANSHU KUMAR", "HRIDAM PALWE", "JAY PATEL", 
"JAYANT S ULLAS", "JITENDRA KUMAR SINGH", "K RITIKA", "KHUSHI SAHU", 
"KHUSHI SONI", "KHYATI YADAV", "KRISHNA AGRAWAL", "KUNAL RAJURKAR", 
"KUNAL SINGH", "LAKSHYA VASWANI", "MANAS GUPTA", "MAYANK GUPTA", 
"MD MAROOF HASAN KHAN", "MOHAMMED AYAAN", "MOKSHA CHANDRAKAR", 
"MORESHWAR SAHU", "MRUNAL WALIMBE", "MUSKAN NAG", "NAIVEDYA SONI", 
"NAMAN DAVE", "NEHA ANN JACOB", "NIDHI CHANDRA", "NIKITA SAHU", 
"NUPUR CHANDRAKAR", "P V S CHIRAG", "PALAK RATHI", "PANKAJ KUMAR SAHU", 
"PIYUSH SAHU", "POORNIMA MISHRA", "PRACHI LOKHANDE", "PRAGYA SRIVASTAVA", 
"PRIYAM MISHRA", "PRIYANKA TRIPATHY", "PRIYANSHU CHANDRAKAR", 
"PRIYANSHU SINGH", "PRIYANSHU THAKUR", "PULKIT JAIN", "PUSHPRAJ GENDRE", 
"R HARSH SAI KUMAR", "R VAISHNAVI SATVIKA", "RACHIT RATHI", "RAMAN DESHPANDE", 
"REMAN KUMAR LAHARE", "RICHA PANDEY", "RIYA DHOL", "ROHAN SARNA", 
"ROHIT JAISWAL", "RUPALI AGRAWAL", "SAURABH KUSHWAHA", "SHADAB ABDUL LATIF SHEIKH", 
"SHAMBHAVI DWIVEDI", "SHARMIN ANSARI", "SHASHANK PILLAI", "SHRADDHA SINGH", 
"SHRAJAN PANDEY", "SHREYA DEWANGAN", "SHRISTI SAHU", "SHRISTI TIWARI", 
"SHUBHAM KR PATEL", "SHUBHASHISH BANERJEE", "SHUBHIKA SOLANKI", 
"SNEHA GUPTA", "SRISHTI SHUKLA", "SUBHASHIS SAMAL", "SUMEET RANJAN MISHRA", 
"SUVIGYA PANDEY", "SUYASH PATEL", "SWANAND SANGWAI", "TRISHA GUPTA", 
"TUSHAR BHARTI", "TUSHAR JASWANI", "UJJWAL JAIN", "UJJWAL MITTAL", 
"UTKARSH NASHINE", "VAIBHAV TEMBHURKAR", "VIPUL JAIN", "VIRENDRA KUMAR SINGH", 
"VIVEK KUMAR PRAJAPATI", "VRUSHALI ASODKAR", "YACHANA CHOUDHARY", 
"YASHASHVI MISHRA", "YASMEEN MAHILANG", "YATHARTH SINGH"), class = "factor"), 
 b19_PCM_nob.Sex_Female = c(0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 
 0L, 1L, 0L, 1L, 0L, 0L, 1L, 0L, 0L, 1L, 0L, 1L), b19_PCM_nob.Caste_SC_ST = c(0L, 
 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 
 0L, 1L, 0L, 0L), b19_PCM_nob.ten_decile = c(8L, 1L, 1L, 1L, 
 8L, 5L, 2L, 4L, 7L, 9L, 4L, 9L, 9L, 9L, 7L, 7L, 5L, 2L, 5L, 
 5L), b19_PCM_nob.ABoards_decile = c(9L, 1L, 6L, 2L, 10L, 
 9L, 4L, 3L, 10L, 10L, 3L, 8L, 8L, 6L, 1L, 8L, 3L, 6L, 3L, 
 4L)), row.names = c(NA, 20L), class = "data.frame")
colnames(dat) <- gsub(".*nob\\.", "", colnames(dat))

mod <- oglmx(ABoards_decile ~ Caste_SC_ST + ten_decile + Sex_Female,
 data = dat, link = "logit",
 constantMEAN = FALSE, constantSD = FALSE,
 delta = 0, threshparam = NULL)
mar <- margins.oglmx(mod)
tidy.margins.oglmx <- function(x,...) {
 # add term names
 for (n in names(x)) {
 x[[n]] <- as.data.frame(x[[n]])
 x[[n]][["group"]] <- n
 x[[n]][["term"]] <- row.names(x[[n]])
 x[[n]] <- setNames(x[[n]], c("estimate", "std.error", "statistic", "p.value", "group", "term"))
 }
 x <- do.call("rbind", x)
 return(x)
}
modelsummary(mar, group = group + term ~ model)

		modelo 1
uno	Casta_SC_ST	-0.051
		(0.041)
	sexo_femenino	0.057
		(0.076)
	diez_decilo	-0.025
		(0.018)
2	Casta_SC_ST	-0.035
		(0.036)
	sexo_femenino	0.035
		(0.048)
	diez_decilo	-0.016
		(0.016)
3	Casta_SC_ST	-0.193
		(0.102)
	sexo_femenino	0.128
		(0.123)
	diez_decilo	-0.070
		(0.038)
4	Casta_SC_ST	-0.124
		(0.095)
	sexo_femenino	0.031
		(0.041)
	diez_decilo	-0.025
		(0.025)
6	Casta_SC_ST	-0.186
		(0.154)
	sexo_femenino	-0.040
		(0.076)
	diez_decilo	0.010
		(0.033)
ocho	Casta_SC_ST	-0.027
		(0.155)
	sexo_femenino	-0.089
		(0.092)
	diez_decilo	0.049
		(0.034)
nueve	Casta_SC_ST	0.089
		(0.126)
	sexo_femenino	-0.053
		(0.056)
	diez_decilo	0.032
		(0.023)
diez	Casta_SC_ST	0.525
		(0.435)
	sexo_femenino	-0.069
		(0.066)
	diez_decilo	0.043
		(0.024)