CRAN/E | simstudy

simstudy

Simulation of Study Data

Installation

About

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).

Citation simstudy citation info
github.com/kgoldfeld/simstudy
kgoldfeld.github.io/simstudy/
kgoldfeld.github.io/simstudy/dev/
Bug report File report

Key Metrics

Version 0.7.1
R ≥ 3.3.0
Published 2023-11-23 155 days ago
Needs compilation? yes
License GPL-3
CRAN checks simstudy results

Downloads

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Last 30 days 1.030 -22%
Last 90 days 3.624 -23%
Last 365 days 17.238 +7%

Maintainer

Maintainer

Keith Goldfeld

keith.goldfeld@nyulangone.org

Authors

Keith Goldfeld

aut / cre

Jacob Wujciak-Jens

aut

Material

Reference manual
Package source

Vignettes

Clustered Data
Correlation Matrices
Correlated Data
Dynamic Data Definition
Logistic Model Simulation
Longitudinal Data
Missing Data
Ordinal Categorical Data
Simulating Study Data
Spline Data
Survival Data
Treatment and Exposure

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

simstudy archive

Depends

R ≥ 3.3.0

Imports

data.table
glue
methods
mvnfast
Rcpp
backports
fastglm

Suggests

covr
dplyr
formatR
gee
ggplot2
grid
gridExtra
hedgehog
knitr
magrittr
Matrix
mgcv
ordinal
pracma
rmarkdown
scales
splines
survival
testthat
gtsummary
survminer
katex
dirmult
rms

LinkingTo

Rcpp
pbv ≥ 0.4-22
fastglm

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