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Estimation in change-point hazard function models

Author

Listed:
  • Wu, C. Q.
  • Zhao, L. C.
  • Wu, Y. H.

Abstract

In this paper, we consider hazard function models with a change-point allowing for random censoring when the base-line hazard function is unknown with some parameters. A non-parametric estimator of the change-point is proposed in the context of counting process. The estimators of change-point and other parameters are shown to be consistent.

Suggested Citation

  • Wu, C. Q. & Zhao, L. C. & Wu, Y. H., 2003. "Estimation in change-point hazard function models," Statistics & Probability Letters, Elsevier, vol. 63(1), pages 41-48, May.
  • Handle: RePEc:eee:stapro:v:63:y:2003:i:1:p:41-48
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    Citations

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    Cited by:

    1. Dupuy, Jean-François, 2006. "Estimation in a change-point hazard regression model," Statistics & Probability Letters, Elsevier, vol. 76(2), pages 182-190, January.
    2. Cai, Xia & Tian, Yubin & Ning, Wei, 2017. "Modified information approach for detecting change points in piecewise linear failure rate function," Statistics & Probability Letters, Elsevier, vol. 125(C), pages 130-140.
    3. Frobish, Daniel & Ebrahimi, Nader, 2009. "Parametric estimation of change-points for actual event data in recurrent events models," Computational Statistics & Data Analysis, Elsevier, vol. 53(3), pages 671-682, January.

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