data_hlme: Simulated dataset for hlme function

In lcmm: Extended Mixed Models Using Latent Classes and Latent Processes

Simulated dataset for hlme function

Description

The data were simulated from a 3-latent class linear mixed model. Repeated data for 100 subjects were simulated. The three latent classes are predicted by X2 and X3. In each latent class, Y follows a linear mixed model including intercept and time both with correlated random-effects and class-specific fixed effects. In addition, X1 and X1*time have a common impact over classes on the Y trajectory.

Format

A data frame with 326 observations on the following 9 variables.

ID

subject identification number

Y

longitudinal outcome

Time

time of measurement

X1

binary covariate

X2

binary covariate

X3

binary covariate

See Also

hlme, postprob, summary.lcmm, plot.predict

lcmm documentation built on April 3, 2025, 8:54 p.m.