multiformat_glm: : Format a given list of glm() regression objects for easy...

In ClaraMarquardt/ehR: A collection of R functions designed to facilitate the interaction with and analysis of EHR data.

Description

: Given a list of logistic regressions, *performed using glm()* format, return and optionally, write the results side-by-side to csv.

Usage

multiformat_glm(glm_list, output_file = NA, formula_list = NA,
  title_list = "", ndigit = 5)

Arguments

glm_list	a list() of glm model objects (list of glm objects)
output_file	the file path (with ".csv" extension) to write the results to, if no value provided, no output file will be created (character)
formula_list	optional list of custom formulae to provide to print in results (code pulls regression formula call by default) (list of character)
title_list	optional list of titles for each regression in the list to write atop output file (blank by default) (list of character)
ndigit	level of precision in output, 5 by default (integer)

Value

matrix containing formatted results from the provided regression list (matrix)

Examples

dem_temp <- copy(dem)
dem_temp[, died := 0, ]
dem_temp[tolower(vital_status) %like% "deceased", died := 1, ]
glm_age             <- glm(died ~ age, data = dem_temp)
glm_age_gender      <- glm(died ~ age + gender, data = dem_temp)
glm_age_gender_race <- glm(died ~ age + gender + race, data = dem_temp)
glm_list            <- list(glm_age, glm_age_gender, glm_age_gender_race)
multiformat_glm(glm_list = glm_list)

ClaraMarquardt/ehR documentation built on May 6, 2019, 12:02 p.m.