Abstract
Hazard regression models axe convenient tools to discover the structure and dependencies in time-to-event data with covariates. In medical research, the influence of certain covariates on the length of patients’ survival is often evaluated with hazard regression models, see, for instance, Cox and Oakes (1984). In econometrics, hazard regression is being used, among others, to model insurance industry and employment data; see, for example, Heckman and Singer (1985), Lancaster (1990).
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Bibliography
Breslow, N. E. (1974). Covariance analysis of censored survival data, Biometrics 30: 579-594.
Cox, D. R. and Oakes, D. (1984). Analysis of Survival Data, Chapman and Hall, London.
Greenwood, M. (1926). The Natural Duration of Cancer, Reports on Public Health and Medical Subjects, His Majesty’s Stationary Office, London.
Heckman, J. J. and Singer, B. (1985). Longitudinal Analysis of Labor Market Data, in Econometric Society Monograph 10, Cambridge University Press, Cambridge.
Johansen, S. (1983). An extension of Cox’s regression model, International Statistical Review 51: 258-262.
Klein, J. P. and Moeschberger, M. L. (1997). Survival Analysis: Techniques for Censored and Truncated Data, Springer-Verlag, New York.
Lancaster, T. (1990). The Econometric Analysis of Transition Data, in Econometric Society Monograph 17, Cambridge University Press, Cambridge.
Lange, N., Ryan, L., Billard, L., Brillinger, D., Conquest, L., and Greenhouse, J., (1994). Case Studies in Biometry, John Wiley & Sons, New York.
Morris, X., Norton, E., and Zhou, X. (1994). Parametric Duration Analysis of Nursing Home Usage, in Case Studies in Biometry, edited by Lange, N., Ryan, L., Billard, L., Brillinger, D., Conquest, L., and Greenhouse, J., John Wiley & Sons, New York.
Miller, R. G., and Halpern, J. W. (1982). Regression with censored data, Biometrika 69: 521-531.
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Grund, B., Yang, L. (2000). Hazard Regression. In: XploRe® — Application Guide. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-57292-0_5
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DOI: https://doi.org/10.1007/978-3-642-57292-0_5
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