Showing 4 of total 4 results (show query)
gpaux
Mediana:Clinical Trial Simulations
Provides a general framework for clinical trial simulations based on the Clinical Scenario Evaluation (CSE) approach. The package supports a broad class of data models (including clinical trials with continuous, binary, survival-type and count-type endpoints as well as multivariate outcomes that are based on combinations of different endpoints), analysis strategies and commonly used evaluation criteria.
Maintained by Gautier Paux. Last updated 4 years ago.
biostatisticsclinical-trial-simulationsclinical-trialssimulations
29 stars 6.53 score 39 scripts
apxr
analyzer:Data Analysis and Automated R Notebook Generation
Easy data analysis and quality checks which are commonly used in data science. It combines the tabular and graphical visualization for easier usability. This package also creates an R Notebook with detailed data exploration with one function call. The notebook can be made interactive.
Maintained by Apurv Priyam. Last updated 5 years ago.
4.13 score 27 scripts
medianasoft
MedianaDesigner:Power and Sample Size Calculations for Clinical Trials
Efficient simulation-based power and sample size calculations are supported for a broad class of late-stage clinical trials. The following modules are included in the package: Adaptive designs with data-driven sample size or event count re-estimation, Adaptive designs with data-driven treatment selection, Adaptive designs with data-driven population selection, Optimal selection of a futility stopping rule, Event prediction in event-driven trials, Adaptive trials with response-adaptive randomization (experimental module), Traditional trials with multiple objectives (experimental module). Traditional trials with cluster-randomized designs (experimental module).
Maintained by Alex Dmitrienko. Last updated 2 years ago.
20 stars 3.79 score 31 scripts
cran
rsides:SIDES-Based Subgroup Search Algorithms
R implementation of SIDES-based subgroup search algorithms (Lipkovich et al. (2017) <doi:10.1002/sim.7064>).
Maintained by Alex Dmitrienko. Last updated 10 months ago.
1.00 score