XNomial: Exact Goodness-Of-Fit Test For Multinomial Data With Fixed Probabilities

Tests whether a set of counts fit a given expected ratio. For example, a genetic cross might be expected to produce four types in the relative frequencies of 9:3:3:1. To see whether a set of observed counts fits this expectation, one can examine all possible outcomes (multi) or a random sample of them (xmonte) and find the probability of an observation deviating from the expectation by at least as much as the observed. As a measure of deviation from the expected, one can use the log-likelihood ratio, the multinomial probability, or the classic chi-square statistic. A histogram of the test statistic can also be plotted and compared with the asymptotic curve.

Version: 1.0.1
Suggests: knitr
Published: 2014-02-09
Author: Bill Engels
Maintainer: Bill Engels <wrengels at wisc.edu>
License: GPL-2 | GPL-3 [expanded from: GPL]
NeedsCompilation: yes
CRAN checks: XNomial results

Downloads:

Reference manual: XNomial.pdf
Vignettes: XNomial
Package source: XNomial_1.0.1.tar.gz
Windows binaries: r-devel: XNomial_1.0.1.zip, r-release: XNomial_1.0.1.zip, r-oldrel: XNomial_1.0.1.zip
OS X Snow Leopard binaries: r-release: XNomial_1.0.1.tgz, r-oldrel: XNomial_1.0.1.tgz
OS X Mavericks binaries: r-release: XNomial_1.0.1.tgz