Flexibly simulates a dataset with time-varying covariates with user-specified exchangeable correlation structures across and within clusters. Covariates can be normal or binary and can be static within a cluster or time-varying. Time-varying normal variables can optionally have linear trajectories within each cluster. See ?make_one_dataset for the main wrapper function. See Montez-Rath et al. <arXiv:1709.10074> for methodological details.
Version: | 1.0.0 |
Imports: | metafor, mvtnorm, ICC, miscTools, car, plyr, corpcor, psych, stats, utils |
Published: | 2017-09-30 |
Author: | Maya B. Mathur, Kristopher Kapphahn, Ariadna Garcia, Manisha Desai, Maria E. Montez-Rath |
Maintainer: | Maya B. Mathur <mmathur at stanford.edu> |
License: | GPL-2 |
NeedsCompilation: | no |
CRAN checks: | SimTimeVar results |
Reference manual: | SimTimeVar.pdf |
Package source: | SimTimeVar_1.0.0.tar.gz |
Windows binaries: | r-devel: SimTimeVar_1.0.0.zip, r-release: SimTimeVar_1.0.0.zip, r-oldrel: SimTimeVar_1.0.0.zip |
macOS binaries: | r-release: SimTimeVar_1.0.0.tgz, r-oldrel: SimTimeVar_1.0.0.tgz |
Please use the canonical form https://CRAN.R-project.org/package=SimTimeVar to link to this page.