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Development of a Structural Hazard Rate Model in Sociological Research

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  • XIAN LIU

    (Walter Reed Army Medical Center)

Abstract

In this article, the author presents and develops a structural hazard rate model that takes into account the interrelationships of covariates and their effects on the hazard rate. In particular, both a full model and a set of sequential reduced-form equations are specified. Whereas the full model estimates only the direct effects of exogenous covariates on the hazard rate, the final reduced-form equation measures their total effects. From two adjacent models, the indirect influences of exogenous variables by means of intervening factors can be estimated and tested. The author also recognizes the prediction power derived from the full model, then uses it to estimate the prediction bias associated with reduced-form equations. Finally, an empirical example is provided to demonstrate this approach in sociological research.

Suggested Citation

  • Xian Liu, 2000. "Development of a Structural Hazard Rate Model in Sociological Research," Sociological Methods & Research, , vol. 29(1), pages 77-117, August.
    • Handle: RePEc:sae:somere:v:29:y:2000:i:1:p:77-117
    DOI: 10.1177/0049124100029001005
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    References listed on IDEAS

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    1. Heckman, James & Singer, Burton, 1984. "A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data," Econometrica, Econometric Society, vol. 52(2), pages 271-320, March.
    2. Manning, W. G. & Duan, N. & Rogers, W. H., 1987. "Monte Carlo evidence on the choice between sample selection and two-part models," Journal of Econometrics, Elsevier, vol. 35(1), pages 59-82, May.
    3. David A. Wise, 1994. "Studies in the Economics of Aging," NBER Books, National Bureau of Economic Research, Inc, number wise94-1, February.
    4. Newman, John L & McCulloch, Charles E, 1984. "A Hazard Rate Approach to the Timing of Births," Econometrica, Econometric Society, vol. 52(4), pages 939-961, July.
    5. Kenneth Manton & Eric Stallard & Burton H. Singer, 1994. "Methods for Projecting the Future Size and Health Status of the U. S. Elderly Population," NBER Chapters, in: Studies in the Economics of Aging, pages 41-78, National Bureau of Economic Research, Inc.
    6. James Vaupel & Kenneth Manton & Eric Stallard, 1979. "The impact of heterogeneity in individual frailty on the dynamics of mortality," Demography, Springer;Population Association of America (PAA), vol. 16(3), pages 439-454, August.
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