Extract Tidy Summary of Multiple glmmTMB Models

This function takes a list of glmmTMB models and extracts a tidy summary of the fixed and random effects from each model. It then combines the results into a single data frame.

Usage

tidy_tmb(list_tmb)

Arguments

list_tmb

A list of glmmTMB model objects.

Value

A data frame containing a tidy summary of the fixed and random effects from all glmmTMB models in the list.

Examples

model1 <- glmmTMB::glmmTMB(Sepal.Length ~ Sepal.Width + Petal.Length + (1 | Species), data = iris)
model2 <- glmmTMB::glmmTMB(Petal.Length ~ Sepal.Length + Sepal.Width + (1 | Species), data = iris)
model_list <- list(Model1 = model1, Model2 = model2)
tidy_summary <- tidy_tmb(model_list)