data_reg_nested3

Xmat

Zmat

Design matrix for level 3 random effects.

Zmat3

A vector of regression parameters.

beta

A vector of random effects, must be stacked.

rand_eff

A vector of level 3 random effects, must be stacked.

rand_eff3

Number of units within each cluster.

A vector of within cluster errors.

Takes simulation parameter arguments and 
returns simulated data.

Simulates regression models,
including both simple regression and generalized linear mixed
models with up to three level of nesting. Power simulations that are
flexible allowing the specification of missing data, unbalanced designs,
and different random error distributions are built into the package.

data_reg_nested3: Simulates three level nested data with a single third level random effect

Description

Usage

Arguments