/stabiot

Common Statistical Analysis for Clinical Trials in Biotech

Primary LanguageRGNU General Public License v3.0GPL-3.0

stabiot

R-CMD-check

The goal of stabiot is to assist statisticians and statistical programmers in using R functions and methods to oversee the outputs produced by SAS from outsourcing in clinical trials. The data sets would be ADaM format preferably, but they do not have to strictly follow the CDISC standards.

To guarantee accurate results, I prefer to wrap mature R package rather than rebuild statistical methods. For present, the completed sections are listed below.

  • Simulation of sample size determination by Bayesian.
  • Summarize Least-squares Means from models, such as ANCOVA and MMRM.
  • Compute response rate, odds ratio with or without stratification, and corresponding confidence interval.
  • Derive best overall response (confirmed or not confirmed BOR) per RECIST 1.1

Installation

You can install the development version of stabiot like so:

if (!require("devtools")) {
  install.packages("devtools")
}
devtools::install_github("kaigu1990/stabiot")