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Multilevel Models for Repeated Binary Outcomes: Attitudes and Voting over the Electoral Cycle

2000; Royal Statistical Society; Volume: 163; Issue: 1 Linguagem: Inglês

10.1111/1467-985x.00156

1467-985X

Min Yang, Harvey Goldstein, Anthony Heath,

Economic and Environmental Valuation

Summary Models for fitting longitudinal binary responses are explored by using a panel study of voting intentions. A standard multilevel repeated measures logistic model is shown to be inadequate owing to a substantial proportion of respondents who maintain a constant response over time. A multivariate binary response model is shown to be a better fit to the data.