On the asymptotic distribution of the residual autocovariance matrices in the autoregressive conditional multinomial model

The autoregressive conditional multinomial (ACM) model describes vector time series of conditional probabilities. We derive the asymptotic distribution of the residual autocovariance matrices in this class of models. A test for diagnostic checking is presented and its asymptotic distribution is established.