PoPdesign: Posterior Predictive (PoP) Design for Phase I Clinical Trials

The primary goal of phase I clinical trials is to find the maximum tolerated dose (MTD). To reach this objective, we introduce a new design for phase I clinical trials, the posterior predictive (PoP) design. The PoP design is an innovative model-assisted design that is as simply as the conventional algorithmic designs as its decision rules can be pre-tabulated prior to the onset of trial, but is of more flexibility of selecting diverse target toxicity rates and cohort sizes. The PoP design has desirable properties, such as coherence and consistency. Moreover, the PoP design provides better empirical performance than the BOIN and Keyboard design with respect to high average probabilities of choosing the MTD and slightly lower risk of treating patients at subtherapeutic or overly toxic doses.

Version: 1.1.0
Imports: Iso, knitr, magick
Suggests: rmarkdown
Published: 2024-06-30
DOI: 10.32614/CRAN.package.PoPdesign
Author: Chenqi Fu [aut], Xinying Fang [aut, cre], Shouhao Zhou [aut]
Maintainer: Xinying Fang <xf.research at outlook.com>
License: GPL-2
NeedsCompilation: no
Citation: PoPdesign citation info
Materials: README
CRAN checks: PoPdesign results


Reference manual: PoPdesign.pdf
Vignettes: PoPdesign-vignette


Package source: PoPdesign_1.1.0.tar.gz
Windows binaries: r-devel: PoPdesign_1.1.0.zip, r-release: PoPdesign_1.1.0.zip, r-oldrel: PoPdesign_1.1.0.zip
macOS binaries: r-release (arm64): PoPdesign_1.1.0.tgz, r-oldrel (arm64): PoPdesign_1.1.0.tgz, r-release (x86_64): PoPdesign_1.1.0.tgz, r-oldrel (x86_64): PoPdesign_1.1.0.tgz
Old sources: PoPdesign archive


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