Analysis of Variance with Time Series Data

Abstract

Successive observations over time are made on individual subjects classified into different groups. It is assumed that the mean response may vary between groups, that there is a random effect for each individual, and that successive observations on each individual follow a AR model. The likelihood-ratio criteria for testing the hypothesis of equality of the group means is considered.