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Markov switching zero-inflated space-time multinomial models for comparing multiple infectious diseases

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Univariate zero-inflated models are increasingly being used to account for excess zeros in spatio-temporal infectious disease counts. However, the multivariate case is challenging due to the need to account for correlations across space, time and disease in bo... ...