exactamente
Explore the Exact Bootstrap Method
Researchers often use the bootstrap to understand a sample drawn from a population with unknown distribution. The exact bootstrap method is a practical tool for exploring the distribution of small sample size data. For a sample of size n, the exact bootstrap method generates the entire space of n to the power of n resamples and calculates all realizations of the selected statistic. The 'exactamente' package includes functions for implementing two bootstrap methods, the exact bootstrap and the regular bootstrap. The exact_bootstrap() function applies the exact bootstrap method following methodologies outlined in Kisielinska (2013) <doi:10.1007/s00180-012-0350-0>. The regular_bootstrap() function offers a more traditional bootstrap approach, where users can determine the number of resamples. The e_vs_r() function allows users to directly compare results from these bootstrap methods. To augment user experience, 'exactamente' includes the function exactamente_app() which launches an interactive 'shiny' web application. This application facilitates exploration and comparison of the bootstrap methods, providing options for modifying various parameters and visualizing results.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1.1 |
rolling source/ R- | exactamente_0.1.1.tar.gz |
39.2 KiB |
0.1.1 |
latest source/ R- | exactamente_0.1.1.tar.gz |
39.2 KiB |
0.1.1 |
2026-04-23 source/ R- | exactamente_0.1.1.tar.gz |
39.2 KiB |
0.1.1 |
2026-04-09 windows/windows R-4.5 | exactamente_0.1.1.zip |
104.3 KiB |
Dependencies (latest)
Imports
Suggests
- testthat (>= 3.0.0)