Group Testing Procedures for Signal Detection and Goodness-of-Fit
Overview
It provides cumulative distribution function (CDF), quantile, p-value, statistical power calculator and random number generator for a collection of group-testing procedures, including the Higher Criticism tests, the one-sided Kolmogorov-Smirnov tests, the one-sided Berk-Jones tests, the one-sided phi-divergence tests, etc. The input are a group of p-values. The null hypothesis is that they are i.i.d. Uniform(0,1). In the context of signal detection, the null hypothesis means no signals. In the context of the goodness-of-fit testing, which contrasts a group of i.i.d. random variables to a given continuous distribution, the input p-values can be obtained by the CDF transformation. The null hypothesis means that these random variables follow the given distribution. For reference, see [1]Hong Zhang, Jiashun Jin and Zheyang Wu. "Distributions and power of optimal signal-detection statistics in finite case", IEEE Transactions on Signal Processing (2020) 68, 1021-1033; [2] Hong Zhang and Zheyang Wu. "The general goodness-of-fit tests for correlated data", Computational Statistics & Data Analysis (2022) 167, 107379.
- New maintainer: Zheyang Wu (<zheyangwu@wpi.edu>).
- The package now has a public repository and issue tracker: <https://github.com/ZWuLab/SetTest>. Added
Authors@R,URL, andBugReportsfields toDESCRIPTION. - No changes to functions or computations.
From NEWS.md in the release
Install
Health
- OK13 OK2026-09-08
- ERROR12 OK, 1 ERROR2026-09-07
- OK13 OK2026-08-28
- NOTE12 OK, 2 NOTE2026-03-10
Documentation
- Help pages
- 18
- Examples that run
- 100%18 run in a plain check
- Exported functions with examples
- 100%
- Documented parameters
- 99%
- Return-value docs
- 94%
- Help pages citing references
- 100%
Downloads
Repository
Checks run against github.com/zwulab/settest on 2026-10-21.
No development-tooling practices detected in the upstream repository.
Dependencies
Installing SetTest adds no packages beyond those that come with R.
Code & Tests
People & History
Previously maintained by Hong Zhang (0.1.0 to 0.3.0).
Pick two releases to compare their code metrics.
- 0.3.1Latest
- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- 0.3.02024-07-15 · diff ↗
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- RR 4.2.0 released · 2022-04-22
- RR 4.1.0 released · 2021-05-18
- RR 4.0.0 released · 2020-04-24
- RR 3.6.0 released · 2019-04-26
- RR 3.5.0 released · 2018-04-23
- 0.2.02018-03-22 · diff ↗ ·
removed 3 exports
rbj, rhc, rphiadded 3 exports
pphi.omni, stat.phi.omni, test.phi.omni - RR 3.4.0 released · 2017-04-21
- 0.1.02017-02-11
- RR 3.3.0 released · 2016-05-03
Package metadata
- First published
- 2017-02-11
- Total releases
- 4 / 9 yrs
- License
- GPL-2 OSI
- Download size
- 14 KB
Cite
Cite this package
Run in R for the authors' preferred citation:
citation("SetTest")This package has no citation file, so citation() returns this entry built from DESCRIPTION.
Cite the R Observatory
For a number measured here: a download total, a coverage figure, an archival date.
From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.