performance (version 0.1.0)

model_performance.merMod: Performance of Mixed Models

Description

Compute indices of model performance for mixed models.

Usage

# S3 method for merMod
model_performance(model, metrics = "all", ...)

Arguments

model

Object of class merMod, glmmTMB, lme or MixMod.

metrics

Can be "all" or a character vector of metrics to be computed (some of c("AIC", "BIC", "R2", "ICC", "RMSE")).

...

Arguments passed to or from other methods.

Value

A data frame (with one row) and one column per "index" (see metrics).

Examples

# NOT RUN {
library(lme4)
model <- lmer(Petal.Length ~ Sepal.Length + (1 | Species), data = iris)
model_performance(model)

# }