simstudy: Simulation of Study Data

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).

AuthorKeith Goldfeld [aut, cre]
Date of publication2016-12-08 00:55:57
MaintainerKeith Goldfeld <Keith.Goldfeld@nyumc.org>
LicenseGPL-3
Version0.1.2

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Files

simstudy
simstudy/inst
simstudy/inst/doc
simstudy/inst/doc/simstudy.R
simstudy/inst/doc/simstudy.Rmd
simstudy/inst/doc/simstudy.html
simstudy/src
simstudy/src/srcRcpp.cpp
simstudy/src/RcppExports.cpp
simstudy/NAMESPACE
simstudy/NEWS.md
simstudy/R
simstudy/R/int_evalDef.R simstudy/R/mergeData.R simstudy/R/addCorData.R simstudy/R/genMiss.R simstudy/R/int_genpoistrunc.R simstudy/R/genCluster.R simstudy/R/defMiss.R simstudy/R/genObs.R simstudy/R/defReadAdd.R simstudy/R/int_genPosSkew.R simstudy/R/defRead.R simstudy/R/int_genMissDataMat.R simstudy/R/int_gengamma.R simstudy/R/int_genunif.R simstudy/R/int_addStrataCode.R simstudy/R/int_gennorm.R simstudy/R/RcppExports.R simstudy/R/trtObserve.R simstudy/R/int_genbinom.R simstudy/R/addPeriods.R simstudy/R/genData.R simstudy/R/genSurv.R simstudy/R/addColumns.R simstudy/R/defSurv.R simstudy/R/int_isError.R simstudy/R/trtAssign.R simstudy/R/int_generate.R simstudy/R/int_loProb.R simstudy/R/defData.R simstudy/R/int_gendeterm.R simstudy/R/int_genpois.R simstudy/R/defDataAdd.R simstudy/R/int_rmult.R simstudy/R/int_gencat.R simstudy/R/genCorData.R
simstudy/vignettes
simstudy/vignettes/simstudy.Rmd
simstudy/README.md
simstudy/MD5
simstudy/build
simstudy/build/vignette.rds
simstudy/DESCRIPTION
simstudy/man
simstudy/man/defDataAdd.Rd simstudy/man/defMiss.Rd simstudy/man/genCorData.Rd simstudy/man/genObs.Rd simstudy/man/trtAssign.Rd simstudy/man/genMiss.Rd simstudy/man/addCorData.Rd simstudy/man/addPeriods.Rd simstudy/man/genData.Rd simstudy/man/genSurv.Rd simstudy/man/defData.Rd simstudy/man/addColumns.Rd simstudy/man/genCluster.Rd simstudy/man/defSurv.Rd simstudy/man/trtObserve.Rd simstudy/man/defReadAdd.Rd simstudy/man/mergeData.Rd simstudy/man/defRead.Rd

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