USP
U-Statistic Permutation Tests of Independence for all Data Types
Implements various independence tests for discrete, continuous, and infinite-dimensional data. The tests are based on a U-statistic permutation test, the USP of Berrett, Kontoyiannis and Samworth (2020) <arXiv:2001.05513>, and shown to be minimax rate optimal in a wide range of settings. As the permutation principle is used, all tests have exact, non-asymptotic Type I error control at the nominal level.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1.2 |
rolling linux/jammy R-4.5 | USP_0.1.2.tar.gz |
53.0 KiB |
0.1.2 |
rolling linux/noble R-4.5 | USP_0.1.2.tar.gz |
52.9 KiB |
0.1.2 |
rolling source/ R- | USP_0.1.2.tar.gz |
31.5 KiB |
0.1.2 |
latest linux/jammy R-4.5 | USP_0.1.2.tar.gz |
53.0 KiB |
0.1.2 |
latest linux/noble R-4.5 | USP_0.1.2.tar.gz |
52.9 KiB |
0.1.2 |
latest source/ R- | USP_0.1.2.tar.gz |
31.5 KiB |
0.1.2 |
2026-04-26 source/ R- | USP_0.1.2.tar.gz |
31.5 KiB |
0.1.2 |
2026-04-23 source/ R- | USP_0.1.2.tar.gz |
31.5 KiB |
0.1.2 |
2026-04-09 windows/windows R-4.5 | USP_0.1.2.zip |
55.2 KiB |
0.1.2 |
2025-04-20 source/ R- | USP_0.1.2.tar.gz |
31.5 KiB |