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epts (version 1.2.1)

Educational Platform Trials Simulator

Description

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.

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Version

Install

install.packages('epts')

Monthly Downloads

559

Version

1.2.1

License

AGPL (>= 3)

Maintainer

Mohammad Sayari

Last Published

May 12th, 2025

Functions in epts (1.2.1)

srt4armSimData

Simulated 4-Arm Simple Randomized Trial (SRT) Data
srtAddIntervention

Add a New Intervention Group to Simple Randomized Trial (SRT) Data
crtAddIntervention

Add a New Intervention Group to Clustered Randomized Trial (CRT)
mst4armSimData

Simulated 4-Arm Multisite Trial (MST) Data
futilityAnalysis

Futility Analysis Across Interventions for CRT, MST, or SRT Designs
multiArmAnalysis

Bayesian or Frequentist Analysis with Forest Plot Comparison for Multi-Arm Trial Designs
mstDataSimulation

Simulate Multisite Trial (MST) Data
mstAddIntervention

Add a New Intervention Group to Multisite Trial (MST)
crtDataSimulation

Simulate Clustered Randomized Trial (CRT) Data
plotPosteriorProbs

Plot Posterior Probabilities Across Thresholds for CRT, MST, or SRT Designs
srtDataSimulation

Simulate Simple Randomized Trial (SRT) Data
superiorityAnalysis

Superiority Analysis Across Interventions for CRT, MST, or SRT Designs
forestPlotMultiArms

Internal plotting function for comparison plots
crt4armSimData

Simulated 4-Arm Cluster Randomized Trial (CRT) Data