Categorical Changepoints and their Application to Atlantic Tropical Cyclone Changes

This paper studies changepoint detection in time-ordered sequences of categorical data. When the data are sampled from a multinomial distribution, the proposed test statistic is the maximum of correlated Pearson chi-square statistics. This test statistic is linked to cumulative sum statistics and its null hypothesis asymptotic distribution is derived in… CONTINUE READING