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XNomial

swMATH ID: 32739
Software Authors: Bill Engels
Description: R package 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 with xmulti() or a random sample of them with 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.
Homepage: https://cran.r-project.org/web/packages/XNomial/index.html
Source Code: https://github.com/cran/XNomial
Dependencies: R
Related Software: VGAM
Cited in: 2 Publications

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