Justifying Functional Forms in Models for Transitions between Discrete States, with Particular Reference to Employment-Unemployment Dynamics
This paper proposes a particular axiomatic approach to motivate the choice of functional forms and distribution of unobservables in continuous time models for discrete panel data analysis. We discuss in particular applications with data on transitions between employment and unemployment. This framework yields a characterization of transition probabilities and duration distributions in terms of structural parameters of the utility function and choice constraints. Moreover, it is discussed how the modeling framework can be extended to allow for involuntary transitions, structural state dependence and random effects.
|Date of creation:||25 Apr 2006|
|Date of revision:|
|Contact details of provider:|| Postal: Department of Economics, University of Oslo, P.O Box 1095 Blindern, N-0317 Oslo, Norway|
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- Dagsvik, John K. & Strom, Steinar & Jia, Zhiyang, 2006.
"Utility of income as a random function: Behavioral characterization and empirical evidence,"
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- John K. Dagsvik & Steinar Strøm & Zhiyang Jia, 2005. "Utility of Income as a Random Function. Behavioral Characterization and Empirical Evidence," Discussion Papers 431, Statistics Norway, Research Department.
- John K. Dagsvik & Steinar Strøm, 2004.
"Sectoral Labor Supply, Choice Restrictions and Functional Form,"
388, Statistics Norway, Research Department.
- Steinar StrØm & John K. Dagsvik, 2006. "Sectoral labour supply, choice restrictions and functional form," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(6), pages 803-826.
- Dagsvik, John K. & Strøm, Steinar, 2004. "Sectoral labor supply, choice restrictions and functional form," Memorandum 13/2004, Oslo University, Department of Economics.
- John K. Dagsvik, 2002. "Discrete Choice in Continuous Time: Implications of an Intertemporal Version of the Iia Property," Econometrica, Econometric Society, vol. 70(2), pages 817-831, March.
- Gerard Debreu, 1957. "Stochastic Choice and Cardinal Utility," Cowles Foundation Discussion Papers 39, Cowles Foundation for Research in Economics, Yale University.
- Dagsvik, J.K., 1998. "On the Structure of Behavioral Multistate Duration Models," Memorandum 11/1998, Oslo University, Department of Economics.
- Gaure, Simen & Roed, Knut & Zhang, Tao, 2007.
"Time and causality: A Monte Carlo assessment of the timing-of-events approach,"
Journal of Econometrics,
Elsevier, vol. 141(2), pages 1159-1195, December.
- Gaure, Simen & Røed, Knut & Zhang, Tao, 2005. "Time and Causality: A Monte Carlo Assessment of the Timing-of-Events Approach," Memorandum 19/2005, Oslo University, Department of Economics.
- Jain, Dipak C & Vilcassim, Naufel J & Chintagunta, Pradeep K, 1994. "A Random-Coefficients Logit Brand-Choice Model Applied to Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 12(3), pages 317-28, July.
- Heckman, James J. & Singer, Burton, 1984. "Econometric duration analysis," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 63-132.
- Heckman, James J, 1991. "Identifying the Hand of the Past: Distinguishing State Dependence from Heterogeneity," American Economic Review, American Economic Association, vol. 81(2), pages 75-79, May.
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