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Applied Statistical Hypothesis Tests
Description
Test and confidence intervals for some applied statistical hypothesis tests.
Details
A collection of statistical hypothesis tests, with a focus on non-asymptotic tests. Some tests are medianTest for exact tests and
confidence intervals about a median, quantileTest which generalizes medianTest for other quantiles besides the median, signTest to run the exact sign test, bfTest to run the Behrens-Fisher test,
abcnonHtest to calculate ABC intervals and tests,
wmwTest to run the Wilcoxon-Mann-Whitney test (i.e., Wilcoxon rank sum test, or Mann-Whitney U test) and calculate confidence intervals on the Mann-Whitney parameter. In rare cases, the function only gives a confidence interval and and estimate and does not test a specific hypothesis (see prevSeSp which estimates prevalence accounting for sensitivity and specificity).
Author(s)
Michael P. Fay
Maintainer: Michael P. Fay <mfay@niaid.nih.gov>