1. Agreement metrics | Looping over a library of trials | 2. BenchExCal calibration | Forest plot | 3. Tipping-point sensitivity | References
Package: benchexcal 0.1.0
Xiangzhong Xue
benchexcal: Benchmark, Expand, and Calibrate (BenchExCal) Trial Emulation Tools
Lightweight tools for evaluating real-world evidence (RWE) studies that emulate randomized clinical trials (RCTs). Provides (1) computation of the three pre-specified RCT-DUPLICATE / ENCORE agreement metrics -- statistical significance agreement (SA), estimate agreement (EA), and standardized difference agreement (SD) -- and (2) the Benchmark, Expand, and Calibrate (BenchExCal) calibration of a Stage 2 RWE study using the divergence observed in a Stage 1 RCT-RWE pair, plus tipping-point sensitivity analysis and forest plots. Methods follow Wang et al. JAMA 2023;329:1376 and Wang et al. CPT 2025;117:1820.
Authors:
benchexcal_0.1.0.tar.gz
benchexcal_0.1.0.zip(r-4.7-any)benchexcal_0.1.0.zip(r-4.6-any)benchexcal_0.1.0.zip(r-4.5-any)
benchexcal_0.1.0.tgz(r-4.6-any)benchexcal_0.1.0.tgz(r-4.5-any)
benchexcal_0.1.0.tar.gz(r-4.7-any)benchexcal_0.1.0.tar.gz(r-4.6-any)
benchexcal_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
benchexcal/json (API)
| # Install 'benchexcal' in R: |
| install.packages('benchexcal', repos = c('https://xxue064.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/xxue064/benchexcal/issues
Datasets:
- rct_duplicate - Selected RCT-DUPLICATE trial emulation results
Last updated from:1a2da2679a. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 124 | ||
| source / vignettes | OK | 183 | ||
| linux-release-x86_64 | OK | 128 | ||
| macos-release-arm64 | OK | 156 | ||
| macos-oldrel-arm64 | OK | 195 | ||
| windows-devel | OK | 75 | ||
| windows-release | OK | 75 | ||
| windows-oldrel | OK | 82 | ||
| wasm-release | OK | 100 |
Exports:agreementcalibratecalibration_inputstipping_point
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Three RCT-DUPLICATE / ENCORE agreement metrics | agreement |
| BenchExCal calibration of a Stage 2 RWE estimate | calibrate |
| Print the inputs required for BenchExCal calibration | calibration_inputs |
| Forest plot for a BenchExCal calibration | plot.bx_calibration |
| Tipping-point plot | plot.bx_tipping |
| Selected RCT-DUPLICATE trial emulation results | rct_duplicate |
| Tipping point sensitivity analysis for BenchExCal calibration | tipping_point |
