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BayesianPlatformDesignTimeTrend

Simulate and Analyse Bayesian Platform Trial with Time Trend

v1.2.3 · Dec 7, 2023 · MIT + file LICENSE

Description

Simulating the sequential multi-arm multi-stage or platform trial with Bayesian approach using the 'rstan' package, which provides the R interface for the Stan. This package supports fixed ratio and Bayesian adaptive randomization approaches for randomization. Additionally, it allows for the study of time trend problems in platform trials. There are demos available for a multi-arm multi-stage trial with two different null scenarios, as well as for Bayesian trial cutoff screening. The Bayesian adaptive randomisation approaches are described in: Trippa et al. (2012) <doi:10.1200/JCO.2011.39.8420> and Wathen et al. (2017) <doi:10.1177/1740774517692302>. The randomisation algorithm is described in: Zhao W <doi:10.1016/j.cct.2015.06.008>. The analysis methods of time trend effect in platform trial are described in: Saville et al. (2022) <doi:10.1177/17407745221112013> and Bofill Roig et al. (2022) <doi:10.1186/s12874-022-01683-w>.

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installed package size

  installed size is 87.7Mb
  sub-directories of 1Mb or more:
    data   1.3Mb
    help   1.8Mb
    libs  83.5Mb
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NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 89.1Mb
  sub-directories of 1Mb or more:
    data   1.3Mb
    help   1.8Mb
    libs  84.9Mb
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for GNU extensions in Makefiles

GNU make is a SystemRequirements.
NOTE r-oldrel-windows-x86_64

installed package size

  installed size is  7.4Mb
  sub-directories of 1Mb or more:
    data   1.3Mb
    help   1.9Mb
    libs   3.2Mb
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NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-oldrel-macos-arm64

installed package size

  installed size is 87.7Mb
  sub-directories of 1Mb or more:
    data   1.3Mb
    help   1.8Mb
    libs  83.5Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 89.1Mb
  sub-directories of 1Mb or more:
    data   1.3Mb
    help   1.8Mb
    libs  84.9Mb
NOTE r-oldrel-windows-x86_64

installed package size

  installed size is  7.4Mb
  sub-directories of 1Mb or more:
    data   1.3Mb
    help   1.9Mb
    libs   3.2Mb

Dependency Network

Dependencies Reverse dependencies rstan BiocManager boot doParallel (>= 1.0.17) foreach ggplot2 ggpubr (>= 0.4.0) iterators laGP lhs matrixStats RColorBrewer Rcpp RcppParallel reshape +2 more dependencies BayesianPlatformDesignTimeTrend

Version History

new 1.2.3 Mar 9, 2026