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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. <doi:10.48550/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 |
| DOI: | 10.32614/CRAN.package.SimTimeVar |
| 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 (arm64): SimTimeVar_1.0.0.tgz, r-oldrel (arm64): SimTimeVar_1.0.0.tgz, r-release (x86_64): SimTimeVar_1.0.0.tgz, r-oldrel (x86_64): SimTimeVar_1.0.0.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.