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).
- Version0.8.1
- R versionunknown
- LicenseGPL-3
- Needs compilation?Yes
- simstudy citation info
- Last release07/29/2024
Documentation
- VignetteClustered Data
- VignetteCorrelation Matrices
- VignetteCorrelated Data
- VignetteCustomized Distributions
- VignetteDynamic Data Definition
- VignetteTargeted logistic model coefficients
- VignetteLongitudinal Data
- VignetteMissing Data
- VignetteOrdinal Categorical Data
- VignetteSimulating Study Data
- VignetteSpline Data
- VignetteSurvival Data
- VignetteTreatment and Exposure
Team
Keith Goldfeld
Jacob Wujciak-Jens
Show author detailsRolesAuthor
Insights
Last 30 days
This package has been downloaded 1,125 times in the last 30 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 46 times.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Last 365 days
This package has been downloaded 16,071 times in the last 365 days. The downloads are officially high enough to crash an underfunded departmental server. Quite an accomplishment! The day with the most downloads was Aug 01, 2024 with 142 downloads.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Data provided by CRAN
Binaries
Dependencies
- Imports6 packages
- Suggests23 packages
- Linking To3 packages
- Reverse Imports1 package
- Reverse Suggests2 packages