Abstract:Analyzing trends in public opinion is important for monitoring social change and for testing theories aimed at explaining this change. With growing availability of multi-wave surveys, social scientists are increasingly turning to latent trend models applied to survey data for examining changes in social and political attitudes. With the aim of facilitating this research, our study compares different approaches to modeling latent trends of aggregate public opinion: splines, Gaussian processes, and discrete auto… Show more
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