Multilevel models for repeated binary outcomes: attitudes and voting over the electoral cycle

M. Yang, H. Goldstein and A. Heath

Journal of the Royal Statistical Society Series A, 2000, vol. 163, issue 1, 49-62

Abstract: 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.

Date: 2000
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