Nonparametric regression techniques in survival analysis

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

Some nonparametric regression techniques for estimating hazard or loghazard functions and functional forms of covariate effects in Cox’s proportional hazard model are introduced. Some nonparametric and semiparametric regression models for a conditional hazard function are discussed as alternatives to the proportional hazard model.

Original languageEnglish (US)
Title of host publicationQuantitative Medical Data Analysis Using Mathematical Tools and Statistical Techniques
PublisherWorld Scientific Publishing Co.
Pages223-251
Number of pages29
ISBN (Electronic)9789812772121
ISBN (Print)9812704612, 9789812704610
DOIs
StatePublished - Jan 1 2007
Externally publishedYes

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ASJC Scopus subject areas

  • Medicine(all)

Cite this

Li, C-S. (2007). Nonparametric regression techniques in survival analysis. In Quantitative Medical Data Analysis Using Mathematical Tools and Statistical Techniques (pp. 223-251). World Scientific Publishing Co.. https://doi.org/10.1142/9789812772121_0011