Reconsidering the analysis of longitudinal happiness data - with an application to the effect of unemployment
The paper reconsiders existing estimators for the panel data fixed effects ordered logit model, including one that has not been used in econometric studies before, and studies the small sample properties of these estimators in a series of Monte Carlo simulations. There are two main findings. First, we show that some of the estimators used in the literature are inconsistent. Second, the new estimator seems to be more immune to small sample bias than other consistent estimators and is easy to implement. The empirical relevance is illustrated in an application to the effect of unemployment on happiness. Choosing the right estimator avoids a bias of up to 30 percent in key parameters.
|Date of creation:||Jan 2011|
|Date of revision:||Jun 2011|
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- Anna Cristina D’Addio & Tor Eriksson & Paul Frijters, 2003.
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02-024/3, Tinbergen Institute.
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Other publications TiSEM
a6683363-b5a6-4fe7-b062-7, Tilburg University, School of Economics and Management.
- Das, Marcel & van Soest, Arthur, 1999. "A panel data model for subjective information on household income growth," Journal of Economic Behavior & Organization, Elsevier, vol. 40(4), pages 409-426, December.
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- Paul Frijters, 2005.
"The causal effect of income on health: Evidence from German reunification,"
Paul Frijters Discussion Papers
2005-2, School of Economics and Finance, Queensland University of Technology.
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