<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Group Testing Procedures for Signal Detection and
Goodness-of-Fit</dc:title>
  <dc:title>R package SetTest version 0.3.0</dc:title>
  <dc:description>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 &amp; 
    Data Analysis (2022) 167, 107379.</dc:description>
  <dc:type>Software</dc:type>
  <dc:creator>Hong Zhang &lt;hzhang@wpi.edu&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Hong Zhang and Zheyang Wu</dc:contributor>
  <dc:rights>GPL-2</dc:rights>
  <dc:date>2024-07-15</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=SetTest</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.SetTest</dc:identifier>
</oai_dc:dc>
