drugdevelopR: Utility-Based Optimal Phase II/III Drug Development Planning

Plan optimal sample size allocation and go/no-go decision rules for phase II/III drug development programs with time-to-event, binary or normally distributed endpoints when assuming fixed treatment effects or a prior distribution for the treatment effect, using methods from Kirchner et al. (2016) <doi:10.1002/sim.6624> and Preussler (2020). Optimal is in the sense of maximal expected utility, where the utility is a function taking into account the expected cost and benefit of the program. It is possible to extend to more complex settings with bias correction (Preussler S et al. (2020) <doi:10.1186/s12874-020-01093-w>), multiple phase III trials (Preussler et al. (2019) <doi:10.1002/bimj.201700241>), multi-arm trials (Preussler et al. (2019) <doi:10.1080/19466315.2019.1702092>), and multiple endpoints (Kieser et al. (2018) <doi:10.1002/pst.1861>).

Version:	1.0.1
Depends:	R (≥ 3.5.0), doParallel, parallel, foreach, iterators
Imports:	mvtnorm, cubature, msm, MASS, stats, progressr
Suggests:	rmarkdown, knitr, testthat (≥ 3.0.0), covr, kableExtra, magrittr, devtools
Published:	2024-01-10
Author:	Stella Erdmann [aut], Johannes Cepicka [aut], Marietta Kirchner [aut], Meinhard Kieser [aut], Lukas D. Sauer [aut, cre]
Maintainer:	Lukas D. Sauer <sauer at imbi.uni-heidelberg.de>
BugReports:	https://github.com/Sterniii3/drugdevelopR/issues
License:	MIT + file LICENSE
URL:	https://github.com/Sterniii3/drugdevelopR, https://sterniii3.github.io/drugdevelopR/
NeedsCompilation:	no
Materials:	README NEWS
CRAN checks:	drugdevelopR results

Documentation:

Reference manual:

drugdevelopR.pdf

Vignettes:

Bias adjustment - methods for discounting of phase II results Binary outcome variables Fixed effect estimates and prior distributions Interpreting the rest of the output Introduction to planning phase II and phase III trials with drugdevelopR More parameters to adapt to specific settings Multiarm - methods for multi-arm programs Multiple - methods for trials with multiple endpoints Multitrial - methods for programs with several phase III trials Package validation Time-to-event outcome variables

Downloads:

Package source:	drugdevelopR_1.0.1.tar.gz
Windows binaries:	r-devel: drugdevelopR_1.0.1.zip, r-release: drugdevelopR_1.0.1.zip, r-oldrel: drugdevelopR_1.0.1.zip
macOS binaries:	r-release (arm64): drugdevelopR_1.0.1.tgz, r-oldrel (arm64): drugdevelopR_1.0.1.tgz, r-release (x86_64): drugdevelopR_1.0.1.tgz, r-oldrel (x86_64): drugdevelopR_1.0.1.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=drugdevelopR to link to this page.