Regression analysis with censored data: Extensions of Koul-Susarla-Van Ryzin approach

Mai Zhou

Statistics & Probability Letters, 1999, vol. 41, issue 3, 229-236

Abstract: Koul et al. (1981, Ann. Statist. 9, 1276-1288) proposed a new method of inference in regression models with randomly right censored data and showed that the estimator it produces is consistent and asymptotically normally distributed. This paper reviews the many extensions and modifications of this method that have appeared since. To further advance the method, we propose to study an extension of the residuals in such models with censored data. The usefulness of the residual analysis in model diagnostics is demonstrated by two examples.

Keywords: Accelerated; failure; time; models; Residuals; Model; diagnostics (search for similar items in EconPapers)
Date: 1999
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (1)

Downloads: (external link)
http://www.sciencedirect.com/science/article/pii/S0167-7152(98)00159-X
Full text for ScienceDirect subscribers only

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:eee:stapro:v:41:y:1999:i:3:p:229-236

Ordering information: This journal article can be ordered from
http://www.elsevier.com/wps/find/supportfaq.cws_home/regional
https://shop.elsevie ... _01_ooc_1&version=01

Access Statistics for this article

Statistics & Probability Letters is currently edited by Somnath Datta and Hira L. Koul

More articles in Statistics & Probability Letters from Elsevier
Bibliographic data for series maintained by Catherine Liu ().