1. Load inputs | 2. Initiate cluster | 3. Run simulations in parallel | Error handling | 4. Collect results from nodes | 5. Summarize with dplyr
Package: confidenceSim 0.1.0
Freda Werdiger
confidenceSim: Highly Customizable, Parallelized Simulations of Frequentist Confidence Clinical Trials
Simulate one or many frequentist confidence clinical trials based on a specified set of parameters. From a two-arm, single-stage trial to a perpetually run Adaptive Platform Trial, this package offers vast flexibility to customize your trial and observe operational characterisitics over thousands of instances.
Authors:
confidenceSim_0.1.0.tar.gz
confidenceSim_0.1.0.tar.gz(r-4.7-any)confidenceSim_0.1.0.tar.gz(r-4.6-any)
confidenceSim_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
confidenceSim/json (API)
| # Install 'confidenceSim' in R: |
| install.packages('confidenceSim', 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:4be9583855. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 371 | ||
| source / vignettes | OK | 178 | ||
| linux-release-x86_64 | OK | 145 | ||
| wasm-release | OK | 141 |
Exports:getAccrualgetBlockedArmgetBoundsFromConfidencegetConfidenceFromBoundsgetCurrentDatagetDataBingetDataContgetDataOrdgetGSDesigngetparlistgetSuffStatsrunSingleTrial
Dependencies:askpassbitbit64bootcellrangerclassclicliprconfidenceCurvescowplotcpp11crayoncurldata.tableDescToolse1071evaluateExactexpmfarverforcatsfsgenoddsggplot2gldgluegtablehavenhighrhmshttrisobandjsonliteknitrlabelinglatticelifecyclelmommagrittrMASSMatrixmimemvtnormopensslpillarpkgconfigprettyunitsprogressproxyR6RColorBrewerRcppreadrreadxlrematchrlangrootSolverpactrstudioapiS7scalessystibbletidyselecttzdbutf8vctrsviridisLitevroomwithrxfunyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Simulated trial data | datlist |
| Get Accrual | getAccrual |
| Get Blocked Arm | getBlockedArm |
| Get Critical Bounds from Confidence Thresholds | getBoundsFromConfidence |
| Get Confidence Levels from Group Sequential Bounds | getConfidenceFromBounds |
| Get Current Data | getCurrentData |
| Generate binary data | getDataBin |
| Get Continuous Data | getDataCont |
| Generate ordinal data | getDataOrd |
| Get Group Sequential Design | getGSDesign |
| Get Parameter List | getparlist |
| Get Sufficient Statistics | getSuffStats |
| Example trial input parameters | inputs |
| Frequentist Confidence-Adaptive Trial Simulation | runSingleTrial |