Basic designs with gsDesignTune() | Ranking and filtering | Plot | Survival designs with gsSurvTune() | Calendar-timed analyses with gsSurvCalendarTune() | Multi-scenario exploration | Export a report
Package: gsDesignTune 0.1.0
gsDesignTune: Dependency-Aware Scenario Exploration for Group Sequential Designs
Provides systematic, dependency-aware exploration of group sequential designs created with 'gsDesign'. Supports reproducible grid and random search over user-defined candidate sets, parallel evaluation via the 'future' framework, standardized metric extraction, and auditable reporting for design space evaluation and trade-off analysis. Methods for group sequential design are described in Anderson (2025) <doi:10.32614/CRAN.package.gsDesign>. The 'future' framework for parallel processing is described in Bengtsson (2021) <doi:10.32614/RJ-2021-048>.
Authors:
gsDesignTune_0.1.0.tar.gz
gsDesignTune_0.1.0.zip(r-4.7)gsDesignTune_0.1.0.zip(r-4.6)gsDesignTune_0.1.0.zip(r-4.5)
gsDesignTune_0.1.0.tgz(r-4.6-any)gsDesignTune_0.1.0.tgz(r-4.5-any)
gsDesignTune_0.1.0.tar.gz(r-4.7-any)gsDesignTune_0.1.0.tar.gz(r-4.6-any)
gsDesignTune_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
gsDesignTune/json (API)
| # Install 'gsDesignTune' in R: |
| install.packages('gsDesignTune', repos = c('https://nanxstats.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/nanxstats/gsdesigntune/issues
Pkgdown/docs site:https://nanx.me
Last updated from:481a075fb0. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 160 | ||
| source / vignettes | OK | 226 | ||
| linux-release-x86_64 | OK | 158 | ||
| macos-release-arm64 | OK | 107 | ||
| macos-oldrel-arm64 | OK | 93 | ||
| windows-devel | OK | 107 | ||
| windows-release | OK | 105 | ||
| windows-oldrel | OK | 128 | ||
| wasm-release | OK | 122 |
Exports:gsDesignTuneGSDTuneJobgsSurvCalendarTunegsSurvTuneSpendingFamilySpendingSpectune_choicetune_deptune_fixedtune_inttune_seqtune_values
Dependencies:base64encbigDbitopsbslibcachemclicodetoolscommonmarkcpp11curldigestdplyrevaluatefarverfastmapfontawesomefsfuturefuture.applygenericsggplot2globalsgluegsDesigngtgtablehighrhtmltoolshtmlwidgetsisobandjquerylibjsonlitejuicyjuiceknitrlabelinglifecyclelistenvlitedownmagrittrmarkdownmemoisemimeparallellypillarpkgconfigprogressrpurrrr2rtfR6rappdirsRColorBrewerRcppreactablereactRrlangrmarkdownS7sassscalesstringistringrtibbletidyrtidyselecttinytabletinytexutf8V8vctrsviridisLitewithrxfunxml2xtableyaml
Getting started with gsDesignTune
Last update: 2026-04-10
Started: 2026-01-21
Parallel evaluation and reproducible reporting
Parallel run (example) | Reproducible random search | Export a report
Last update: 2026-04-10
Started: 2026-01-21
Spending functions and dependent parameters
Preferred UX: SpendingFamily | Advanced: tune_dep() | Export a report
Last update: 2026-04-10
Started: 2026-01-21
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Create a tune job for 'gsDesign::gsDesign()' | gsDesignTune |
| GSDTuneJob | GSDTuneJob |
| Create a tune job for 'gsDesign::gsSurvCalendar()' | gsSurvCalendarTune |
| Create a tune job for 'gsDesign::gsSurv()' | gsSurvTune |
| Spending function specifications | spending_specs |
| SpendingFamily | SpendingFamily |
| SpendingSpec | SpendingSpec |
| Convert a function to a short label string | toString.function |
| Categorical choices | tune_choice |
| Dependent tuning specification | tune_dep |
| Fixed (non-tuned) value | tune_fixed |
| Integer sequence candidates | tune_int |
| Numeric sequence candidates | tune_seq |
| Tune specifications | tune_specs |
| Explicit candidate values | tune_values |
