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Testing the Proportional Hazards Assumption in the Presence of Unmeasured Heterogeneity

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McCall, Brian P

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Abstract

This paper develops a discrete-time hazard model which accounts for unmeasured heterogeneity while allowing the coefficients of the regressors to vary over time. Sufficient conditions for nonparametric identifiability of the unmeasured heterogeneity distribution are derived. Testing for time-varying coefficients in this model is, under suitable conditions, equivalent to testing the proportionality assumption of the underlying continuous-time hazard model. Some Monte Carlo evidence is presented regarding the small-sample properties of this test. As an illustration, these tests are applied to the joblessness durations of displaced workers. Copyright 1994 by John Wiley & Sons, Ltd.

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Publisher Info
Article provided by John Wiley & Sons, Ltd. in its journal Journal of Applied Econometrics.

Volume (Year): 9 (1994)
Issue (Month): 3 (July-Sept.)
Pages: 321-34
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Handle: RePEc:jae:japmet:v:9:y:1994:i:3:p:321-34

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  1. Brinch,C., 2000. "Identification of structural duration dependence and unobserved heterogeneity with time-varying," Memorandum 20/2000, Oslo University, Department of Economics. [Downloadable!]
  2. Bhattacharjee, A. & Samarjit Das, 2002. "Testing Proportionality in Duration Models with Respect to Continuous Covariates," Cambridge Working Papers in Economics 0220, Faculty of Economics, University of Cambridge. [Downloadable!]
  3. Bhattacharjee, A. & Higson, C. & Holly, S. & Kattuman, P., 2004. "Business Failure in UK and US Quoted Firms: Impact of Macroeconomic Instability and the Role of Legal Institutions," Cambridge Working Papers in Economics 0420, Faculty of Economics, University of Cambridge. [Downloadable!]
  4. Addison, John T. & Portugal, Pedro, 2004. "How Does the Unemployment Insurance System Shape the Time Profile of Jobless Duration?," IZA Discussion Papers 978, Institute for the Study of Labor (IZA). [Downloadable!]
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  5. Christian N. Brinch, 2008. "Non-parametric Identification of the Mixed Hazards Model with Interval-Censored Durations," Discussion Papers 539, Research Department of Statistics Norway. [Downloadable!]
  6. Stephen L. DesJardins & Dennis A. Ahlburg & Brian P. McCall, . "The Effects of Interrupted Enrollment on Graduation from College: Racial, Income, and Ability Differences," Working Papers 0505, Industrial Relations Center, University of Minnesota (Twin Cities Campus). [Downloadable!]
    Other versions:
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