GBOP2: Generalized Bayesian Optimal Phase II Design (G-BOP2)

Provides functions for implementing the Generalized Bayesian Optimal Phase II (G-BOP2) design using various Particle Swarm Optimization (PSO) algorithms, including: - PSO-Default, based on Kennedy and Eberhart (1995) <doi:10.1109/ICNN.1995.488968>, "Particle Swarm Optimization"; - PSO-Quantum, based on Sun, Xu, and Feng (2004) <doi:10.1109/ICCIS.2004.1460396>, "A Global Search Strategy of Quantum-Behaved Particle Swarm Optimization"; - PSO-Dexp, based on Stehlík et al. (2024) <doi:10.1016/j.asoc.2024.111913>, "A Double Exponential Particle Swarm Optimization with Non-Uniform Variates as Stochastic Tuning and Guaranteed Convergence to a Global Optimum with Sample Applications to Finding Optimal Exact Designs in Biostatistics"; - and PSO-GO.

Version:	0.1.2
Depends:	R (≥ 4.1.0)
Imports:	tidyr, R6, Rcpp, doParallel, foreach, dplyr, stats, globpso, parallel, utils, RcppArmadillo
LinkingTo:	Rcpp, RcppArmadillo, RcppEigen
Suggests:	knitr, rmarkdown, roxygen2, testthat (≥ 3.0.0), R.rsp
Published:	2025-04-09
DOI:	10.32614/CRAN.package.GBOP2
Author:	Xinying Fang [aut], Wanni Lei [aut, cre]
Maintainer:	Wanni Lei <wanni.lei17 at gmail.com>
License:	GPL-2
NeedsCompilation:	yes
CRAN checks:	GBOP2 results

Documentation:

Reference manual:	GBOP2.pdf
Vignettes:	Generalized Bayesian Optimal Phase II Design (G-BOP2) (source)

Downloads:

Package source:	GBOP2_0.1.2.tar.gz
Windows binaries:	r-devel: GBOP2_0.1.2.zip, r-release: GBOP2_0.1.2.zip, r-oldrel: not available
macOS binaries:	r-devel (arm64): GBOP2_0.1.2.tgz, r-release (arm64): GBOP2_0.1.2.tgz, r-oldrel (arm64): GBOP2_0.1.2.tgz, r-devel (x86_64): GBOP2_0.1.2.tgz, r-release (x86_64): GBOP2_0.1.2.tgz, r-oldrel (x86_64): GBOP2_0.1.2.tgz

Linking:

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