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Simulates data sets in order to explore modeling techniques or better understand data generating processes. The user specifies a set of relationships between covariates, and generates data based on these specifications. The final data sets can represent data from randomized control trials, repeated measure (longitudinal) designs, and cluster randomized trials. Missingness can be generated using various mechanisms (MCAR, MAR, NMAR).
Version: | 0.8.1 |
Depends: | R (≥ 3.3.0) |
Imports: | data.table, glue, methods, mvnfast, Rcpp, backports, fastglm |
LinkingTo: | Rcpp, pbv (≥ 0.4-22), fastglm |
Suggests: | covr, dplyr, formatR, gee, ggplot2, grid, gridExtra, hedgehog, knitr, magrittr, Matrix, mgcv, ordinal, pracma, rmarkdown, scales, splines, survival, testthat, gtsummary, broom.helpers, survminer, katex, dirmult, rms |
Published: | 2024-07-29 |
DOI: | 10.32614/CRAN.package.simstudy |
Author: | Keith Goldfeld |
Maintainer: | Keith Goldfeld <keith.goldfeld at nyulangone.org> |
BugReports: | https://github.com/kgoldfeld/simstudy/issues |
License: | GPL-3 |
URL: | https://github.com/kgoldfeld/simstudy, https://kgoldfeld.github.io/simstudy/, https://kgoldfeld.github.io/simstudy/dev/ |
NeedsCompilation: | yes |
Citation: | simstudy citation info |
CRAN checks: | simstudy results |
Package source: | simstudy_0.8.1.tar.gz |
Windows binaries: | r-devel: simstudy_0.8.1.zip, r-release: simstudy_0.8.1.zip, r-oldrel: simstudy_0.8.1.zip |
macOS binaries: | r-release (arm64): simstudy_0.8.1.tgz, r-oldrel (arm64): simstudy_0.8.1.tgz, r-release (x86_64): simstudy_0.8.1.tgz, r-oldrel (x86_64): simstudy_0.8.1.tgz |
Old sources: | simstudy archive |
Reverse suggests: | coursekata, Mmcsd |
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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.
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