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", .


Reference manual

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install.packages("SimBaRepro")

0.1.0 by Xinlong Du, a year ago


Browse source code at https://github.com/cran/SimBaRepro


Authors: Xinlong Du [aut, cre] , Zhanyu Wang [aut] , Jordan Awan [aut]


Documentation:   PDF Manual  


GPL (>= 3) license


Imports ddalpha, ggplot2

Suggests knitr, rmarkdown, testthat


See at CRAN