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

✍ Scribed by Mai Zhou

• Publisher: Elsevier Science
• Year: 1999
• Tongue: English
• Weight: 92 KB
• Volume: 41
• Category: Article
• ISSN: 0167-7152
• DOI: 10.1016/s0167-7152(98)00159-x

✦ Synopsis

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 modiÿcations 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.