The dynamics of perception: modelling subjective wellbeing in a short panel
AbstractWe consider the issue of the dynamics of perceptions, as expressed in responses to survey questions on subjective wellbeing. We develop a simulated maximum likelihood method for estimation of dynamic linear models, where the dependent variable is partially observed through ordinal scales. This latent auto-regression model is often more appropriate than the usual state dependence model for attitudinal and interval variables. The paper contains an application to a model of households' perceptions of their financial wellbeing, demonstrating the superior fit of the latent auto-regression model to both the usual static model and the state dependence model. Copyright 2008 Royal Statistical Society.
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Bibliographic InfoArticle provided by Royal Statistical Society in its journal Journal of the Royal Statistical Society: Series A (Statistics in Society).
Volume (Year): 171 (2008)
Issue (Month): 1 ()
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- Roy, John & Schurer, Stefanie, 2013. "Getting Stuck in the Blues: Persistence of Mental Health Problems in Australia," IZA Discussion Papers 7451, Institute for the Study of Labor (IZA).
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