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).

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Description file content

Package
simstudy
Type
Package
Title
Simulation of Study Data
Version
0.1.13
Date
2019-05-16
Author
Keith Goldfeld [aut, cre]
Maintainer
Keith Goldfeld
Description
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).
Depends
R (>= 3.2.2)
License
GPL-3
LazyData
TRUE
Imports
Rcpp, data.table, mvnfast, mvtnorm
RoxygenNote
6.1.1
Encoding
UTF-8
Suggests
testthat, knitr, rmarkdown, ggplot2, grid, gridExtra, survival, splines, formatR, mgcv
VignetteBuilder
knitr
LinkingTo
Rcpp
NeedsCompilation
yes
Packaged
2019-05-16 21:08:33 UTC; goldfk01
Repository
CRAN
Date/Publication
2019-05-16 22:00:03 UTC

install.packages('simstudy')

0.1.13

a month ago

Keith Goldfeld

GPL-3

Depends on

R (>= 3.2.2)

Imports

Rcpp, data.table, mvnfast, mvtnorm

Suggests

testthat, knitr, rmarkdown, ggplot2, grid, gridExtra, survival, splines, formatR, mgcv

Discussions