Effective Degrees-of-Freedom of Model Fit — edf • fastglmm

Effective degrees-of-freedom of model fit is the trace of the hat matrix mapping from observed to predicted response

Usage

edf(object, ...)

Arguments

object: fitted model
...: other args, not used

Examples

library(MASS)

# GLMM via PQL
fit <- fastglmm(y ~ trt + I(week > 2) + (1 | ID),
   family = binomial(), data = bacteria)

edf(fit)
#> [1] 30.82029