Package: epts 1.2.2

epts: Educational Platform Trials Simulator

Simulating multi-arm cluster-randomized, multi-site, and simple randomized trials. Includes functions for conducting multilevel analyses using both Bayesian and Frequentist methods. Supports futility and superiority analyses through Bayesian approaches, along with visualization tools to aid interpretation and presentation of results.

Authors:Mohammad Sayari [aut, cre], Akansha Singh [aut], Germaine Uwimpuhwe [aut], Jochen Einbeck [aut]

epts_1.2.2.tar.gz
epts_1.2.2.zip(r-4.7)epts_1.2.2.zip(r-4.6)epts_1.2.2.zip(r-4.5)
epts_1.2.2.tgz(r-4.6-any)epts_1.2.2.tgz(r-4.5-any)
epts_1.2.2.tar.gz(r-4.7-any)epts_1.2.2.tar.gz(r-4.6-any)
epts_1.2.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
epts/json (API)

# Install 'epts' in R:

install.packages('epts', repos = c('https://mohammad-sayari.r-universe.dev', 'https://cloud.r-project.org'))

Uses libs:

jags– Just Another Gibbs Sampler for Bayesian MCMC
c++– GNU Standard C++ Library v3

Datasets:

crt4armSimData - Simulated 4-Arm Cluster Randomized Trial (CRT) Data
mst4armSimData - Simulated 4-Arm Multisite Trial (MST) Data
srt4armSimData - Simulated 4-Arm Simple Randomized Trial (SRT) Data

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

jags cpp

1.00 score 3 scripts 511 downloads 11 exports 133 dependencies

Last updated from:d87f01ee5e. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	217
source / vignettes	OK	213
linux-release-x86_64	OK	198
macos-release-arm64	OK	151
macos-oldrel-arm64	OK	165
windows-devel	OK	158
windows-release	OK	121
windows-oldrel	OK	142
wasm-release	OK	137

Exports:crtAddIntervention crtDataSimulation futilityAnalysis mstAddIntervention mstDataSimulation multiArmAnalysis plotPosteriorProbs runEPTS srtAddIntervention srtDataSimulation superiorityAnalysis

Dependencies:abind backports base64enc BH boot brio broom bslib cachem callr car carData checkmate cli coda colorspace commonmark corrplot cowplot cpp11 crayon Deriv desc diffobj digest distributional doBy dplyr eefAnalytics evaluate farver fastmap fontawesome forecast Formula fracdiff fs generics ggplot2 ggpubr ggrepel ggsci ggsignif glue gridExtra gtable htmltools httpuv inline isoband jquerylib jsonlite labeling later lattice lifecycle lme4 lmtest loo magrittr MASS Matrix MatrixModels matrixStats MCMCvis memoise mgcv microbenchmark mime minqa modelr mvtnorm nlme nloptr nnet numDeriv otel overlapping pbkrtest pillar pkgbuild pkgconfig pkgload polynom posterior praise processx promises ps purrr quantreg QuickJSR R2jags R2WinBUGS R6 rappdirs rbibutils RColorBrewer Rcpp RcppArmadillo RcppEigen RcppParallel Rdpack reformulas rjags rlang rprojroot rstan rstatix S7 sass scales shiny sourcetools SparseM StanHeaders stringi stringr survival tensorA testthat tibble tidyr tidyselect timeDate urca utf8 vctrs viridisLite waldo withr xtable zoo

Help page	Topics
Simulated 4-Arm Cluster Randomized Trial (CRT) Data	crt4armSimData
Add a New Intervention Group to Clustered Randomized Trial (CRT)	crtAddIntervention
Simulate Clustered Randomized Trial (CRT) Data	crtDataSimulation
Futility Analysis Across Interventions for CRT, MST, or SRT Designs	futilityAnalysis
Simulated 4-Arm Multisite Trial (MST) Data	mst4armSimData
Add a New Intervention Group to Multisite Trial (MST)	mstAddIntervention
Simulate Multisite Trial (MST) Data	mstDataSimulation
Bayesian or Frequentist Analysis with Forest Plot Comparison for Multi-Arm Trial Designs	multiArmAnalysis
Plot Posterior Probabilities Across Thresholds for CRT, MST, or SRT Designs	plotPosteriorProbs
Run the EPTS Shiny Application	runEPTS
Simulated 4-Arm Simple Randomized Trial (SRT) Data	srt4armSimData
Add a New Intervention Group to Simple Randomized Trial (SRT) Data	srtAddIntervention
Simulate Simple Randomized Trial (SRT) Data	srtDataSimulation
Superiority Analysis Across Interventions for CRT, MST, or SRT Designs	superiorityAnalysis

Package: epts 1.2.2

epts: Educational Platform Trials Simulator

Citation

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)