pretty_model: pretty print a statistical model

In lbraglia/lbstat: Miscellaneous Stat-Related Utils

pretty print a statistical model

Description

export the model as a table with confidence interval and p-values

Usage

pretty_model(mod, add_stars = FALSE, ...)

Arguments

mod	a lm, glm or coxph object
...	other options passed to confint

Examples

## Not run: 
## lm
mod_lm <- lm(dist ~ speed,  data = cars)
pretty_model(mod_lm)

## binomial glm
cars$distgt36 <- cars$dist > 36
mod_binomial_glm <- glm(distgt36 ~ speed,  data = cars, family = binomial)
pretty_model(mod_binomial_glm)

## poisson glm
counts <- c(18, 17, 15, 20, 10, 20, 25, 13, 12)
outcome <- gl(3, 1, 9)
treatment <- gl(3, 3)
mod_poisson_glm <- glm(counts ~ outcome + treatment, family = poisson)
pretty_model(mod_poisson_glm)

## coxph
library(survival)
test1 <- list(time = c(4, 3, 1, 1, 2, 2, 3),
              status = c(1, 1, 1, 0, 1, 1, 0),
              x = c(0, 2, 1, 1, 1, 0, 0),
              sex = c(0, 0, 0, 0, 1, 1, 1))
mod_coxph <- coxph(Surv(time, status) ~ x + sex, data = test1)
pretty_model(mod_coxph)

## End(Not run)

lbraglia/lbstat documentation built on Sept. 17, 2023, 2:30 p.m.