CluMP (version 0.7)

ParamLinear: Parameters of linear model

Description

Default parameters to generate micro-panel (longitudinal) data with linear trend. The parameters may differ per each cluster. The parameters of each cluster are in rows. Number of rows denotes the number of clusters. Fixed and random effects are taken from Uher et al. (2017).

Usage

ParamLinear

Arguments

Format

It is adviced to keep parameters in data.frame. The Parameters structure is as follows:

b0

fixed parameter of intercept

b1

fixed parameter of slope

varU0

variance of random factor U0 given to fixed parameter b0

varU1

variance of random factor U1 given to fixed parameter b1

corr

correlation between random factors U0 and U1

varE

the variability of the residuals