Introduction | General Framework | Data generating equation and the seed | Repro samples | Exchangeable statistic $T$ | p-values and confidence sets | Main Functions | p_value | Inputs | Returns | get_CI | Inputs (only ones that have not been mentioned before) | confidence_grid | grid_projection | plot_grid | Example Workflows | Regular Normal | Regular Normal: The 'p_value' function | Regular Normal: The 'get_CI' function | Regular Normal: The 'confidence_grid' function | Regular Normal: The 'plot_grid' function | The 'grid_projection' function | DP Normal | DP Normal: The 'p_value' function | DP Normal: The 'get_CI' function | DP Normal: The 'confidence_grid' function | DP Normal: The 'plot_grid' function | References
Package: SimBaRepro 0.1.0
Xinlong Du
SimBaRepro: Simulation-Based, Finite-Sample Inference via Repro Samples
Functions for obtaining p-values (for hypothesis tests), confidence intervals, and multivariate confidence sets. In particular, the method is compatible with differentially private dataset, as long as the privacy mechanism is known. For more details, see Awan and Wang (2024), "Simulation-based, Finite-sample Inference for Privatized Data", <doi:10.48550/arXiv.2303.05328>.
Authors:
SimBaRepro_0.1.0.tar.gz
SimBaRepro_0.1.0.tar.gz(r-4.7-any)SimBaRepro_0.1.0.tar.gz(r-4.6-any)
SimBaRepro_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
SimBaRepro/json (API)
| # Install 'SimBaRepro' in R: |
| install.packages('SimBaRepro', 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:b7ffa7123e. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 150 | ||
| source / vignettes | OK | 408 | ||
| linux-release-x86_64 | OK | 196 | ||
| wasm-release | OK | 159 |
Exports:confidence_gridget_CIgrid_projectionp_valueplot_grid
Dependencies:abindBHclassclicpp11ddalphaDEoptimRfarvergeometryggplot2gluegtableisobandlabelinglifecyclelinproglpSolvemagicMASSR6RColorBrewerRcppRcppProgressrlangrobustbaseS7scalessfsmiscvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| confidence_grid | confidence_grid |
| get_CI | get_CI |
| grid_projection | grid_projection |
| p_value | p_value |
| plot_grid | plot_grid |