Package: GBOP2 0.1.4

Wanni Lei
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.
Authors:
GBOP2_0.1.4.tar.gz
GBOP2_0.1.4.tar.gz(r-4.7-arm64)GBOP2_0.1.4.tar.gz(r-4.7-x86_64)GBOP2_0.1.4.tar.gz(r-4.6-arm64)GBOP2_0.1.4.tar.gz(r-4.6-x86_64)
GBOP2_0.1.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
GBOP2/json (API)
| # Install 'GBOP2' in R: |
| install.packages('GBOP2', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:3da9e291ae. Checks:6 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 146 | ||
| linux-devel-x86_64 | OK | 142 | ||
| source / vignettes | OK | 219 | ||
| linux-release-arm64 | OK | 147 | ||
| linux-release-x86_64 | OK | 135 | ||
| wasm-release | OK | 138 |
Exports:GBOP2_maxP_dualEGBOP2_maxP_singleEGBOP2_maxP_TEGBOP2_minSS_dualEGBOP2_minSS_singleEGBOP2_minSS_TEget_clusterinit_clusterstop_cluster
Dependencies:clicodetoolscpp11doParalleldplyrforeachgenericsglobpsoglueiteratorslifecyclemagrittrpillarpkgconfigpurrrR6RcppRcppArmadillorlangstringistringrtibbletidyrtidyselectutf8vctrswithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| PSOGO: Power maximizing design with dual boundaries | GBOP2_maxP_dualE |
| PSOGO: Power maximizing design with single boundary for futility | GBOP2_maxP_singleE |
| PSOGO: Power maximizing design with efficacy and toxicity boundaries | GBOP2_maxP_TE |
| PSOGO: Optimal/Minimax design with dual boundaries | GBOP2_minSS_dualE |
| PSOGO: Optimal/Minimax design with single boundary for futility | GBOP2_minSS_singleE |
| PSOGO: Optimal/Minimax design with efficacy and toxicity boundaries | GBOP2_minSS_TE |
| Get current cluster | get_cluster |
| Initialize parallel cluster | init_cluster |
| Stop and clean up the cluster | stop_cluster |
| Summary function Summary function for gbop2 objects | summary.gbop2 |