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Exact and approximate tests of fit are compared for testing that a given sample comes from the von Mises distribution. For the exact test, Gibbs sampling is used to generate samples from the conditional distribution of sample data, given the values of the sufficient statistics. The samples, called co-sufficient samples, are used to estimate the distribution of Watson’s statistic, and hence to find...
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