Serial dependence of observations leading to contingency tables, and corrections to chi-squared statistics

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Abstract
The asymptotic behaviour of the Pearson goodness-of-fit test and of the test of independence in 2 × 2 tables is examined when the data are generated by Markov dependent sequences. The results allow simple quantification of the effects of such serial dependence on some standard test statistics.