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SimBaRepro (version 0.1.0)

Simulation-Based, Finite-Sample Inference via Repro Samples

Description

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", .

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Version

Install

install.packages('SimBaRepro')

Monthly Downloads

115

Version

0.1.0

License

GPL (>= 3)

Maintainer

Xinlong Du

Last Published

June 29th, 2025

Functions in SimBaRepro (0.1.0)

confidence_grid

confidence_grid
grid_projection

grid_projection
plot_grid

plot_grid
get_CI

get_CI
p_value

p_value