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Hazard Change Point Problem for Censored and Truncated Data
Abstract
This paper is a summary of the work by Gürler and Yenigün (2011) prepared for the conference in memory of the late Professor Yalçın Tuncer. We consider the estimation of the hazard change point when the observations are subject to random censoring and truncation. The hazard function is assumed to have single jump and otherwise piecewise constant. Full and conditional likelihood approaches are considered and the conditions under which they perform better are discussed.
Keywords
References
- Dupuy, J. F., 2009. Detecting Change in a Hazard Regression Model with Right-Censoring. Journal of Statistical Planning and Inference 139, 1578 -1586.
- Frobish, D., Ebrahimi, N., 2009. Parametric Estimation of Change-Points for Actual Event Data in Recurrent Events Models. Computational Statistics and Data Analysis 53, 671-682.
- Gürler, Ü., Prewitt, C., 2000. Bivariate Density Estimation with Randomly Truncated Data. Journal of Multivariate Analysis, Vol. 74, 88-115.
- Gürler, Ü., Wang, J. L., 1993. Nonparametric Estimation of Hazard Functions and Their Derivatives Under Truncation Model. The Annals of the Institute of Statistical Mathematics, Vol. 45, 249-264.
- Gürler, Ü., Yenigün, D., 2001. Full and Conditional Likelihood Approaches for Hazard Change-Point Estimation with Truncated and Censored Data. Computational Statistics & Data Analysis, Vol. 55, 2856-2870.
- Kalbfleisch, J. D., Lawless, J. F., 1989. Inference Based on Retrospective Ascertainment: An Analysis of The Data on Transfusion-Related AIDS. Journal of the American Statistical Association 84, 360-372.
- Klein, J. P., Moeschberger, M.L., 2003. Survival Analysis, Second Ed., Springer, New York.
- Lynden-Bell, D., 1971. A Method of Allowing for Known Observational Selection in Small Samples Applied to 3CR Quasars. Monthly Notices of the Royal Astronomical Society, Vol. 155, p. 95.
Details
Primary Language
English
Subjects
Statistical Theory
Journal Section
Research Article
Publication Date
July 15, 2013
Submission Date
May 22, 2013
Acceptance Date
June 27, 2013
Published in Issue
Year 2013 Volume: 10 Number: 1
APA
Gurler, Ü., & Yenigün, C. D. (2013). Hazard Change Point Problem for Censored and Truncated Data. İstatistik Araştırma Dergisi, 10(1), 85-94. https://izlik.org/JA72ZD73ZR
AMA
1.Gurler Ü, Yenigün CD. Hazard Change Point Problem for Censored and Truncated Data. JSRTR. 2013;10(1):85-94. https://izlik.org/JA72ZD73ZR
Chicago
Gurler, Ülkü, and Cemal Deniz Yenigün. 2013. “Hazard Change Point Problem for Censored and Truncated Data”. İstatistik Araştırma Dergisi 10 (1): 85-94. https://izlik.org/JA72ZD73ZR.
EndNote
Gurler Ü, Yenigün CD (July 1, 2013) Hazard Change Point Problem for Censored and Truncated Data. İstatistik Araştırma Dergisi 10 1 85–94.
IEEE
[1]Ü. Gurler and C. D. Yenigün, “Hazard Change Point Problem for Censored and Truncated Data”, JSRTR, vol. 10, no. 1, pp. 85–94, July 2013, [Online]. Available: https://izlik.org/JA72ZD73ZR
ISNAD
Gurler, Ülkü - Yenigün, Cemal Deniz. “Hazard Change Point Problem for Censored and Truncated Data”. İstatistik Araştırma Dergisi 10/1 (July 1, 2013): 85-94. https://izlik.org/JA72ZD73ZR.
JAMA
1.Gurler Ü, Yenigün CD. Hazard Change Point Problem for Censored and Truncated Data. JSRTR. 2013;10:85–94.
MLA
Gurler, Ülkü, and Cemal Deniz Yenigün. “Hazard Change Point Problem for Censored and Truncated Data”. İstatistik Araştırma Dergisi, vol. 10, no. 1, July 2013, pp. 85-94, https://izlik.org/JA72ZD73ZR.
Vancouver
1.Ülkü Gurler, Cemal Deniz Yenigün. Hazard Change Point Problem for Censored and Truncated Data. JSRTR [Internet]. 2013 Jul. 1;10(1):85-94. Available from: https://izlik.org/JA72ZD73ZR