create_glm_output_table: Creating Tidy Output Table from GLM Object

In UKBiostatCIRCL/UK-Biostat-CIRCL: UKBiostatCIRCL: A package for the common functions of the Biostat CIRCL at the University of Kentucky

Creating Tidy Output Table from GLM Object

Description

This function is designed to extract the key information from a GLM object and compile it into a tidy dataframe for use in R Markdown reports. Information includes coefficient estimates, standard errors, odds ratios, Z statistics, and p-values.

Usage

create_glm_output_table(mod_glm, dat)

Arguments

mod_glm	This is an object of class 'glm'.
dat	This is the dataframe used in fitting the glm object.

Examples

x = rnorm(100, 0, 1)

xb = 3 + 4.2 * x

p = 1/(1 + exp(-xb))

y = rbinom(n = 100, size = 1, prob = p)

dat = data.frame(x, y)

mod_glm = glm(y ~ x, data = dat, family = "binomial")

glm_output = create_glm_output_table(mod_glm, dat)

UKBiostatCIRCL/UK-Biostat-CIRCL documentation built on June 30, 2022, 4:42 a.m.