Nonparametric regression techniques in survival analysis

Chin-Shang Li

doi:10.1142/9789812772121_0011

Nonparametric regression techniques in survival analysis

Research output: Chapter in Book/Report/Conference proceeding › Chapter

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 language	English (US)
Title of host publication	Quantitative Medical Data Analysis Using Mathematical Tools and Statistical Techniques
Publisher	World Scientific Publishing Co.
Pages	223-251
Number of pages	29
ISBN (Electronic)	9789812772121
ISBN (Print)	9812704612, 9789812704610
DOIs	https://doi.org/10.1142/9789812772121_0011
State	Published - Jan 1 2007
Externally published	Yes

Fingerprint

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

@inbook{edb6a946cf284057ab06bd1a50573df3,

title = "Nonparametric regression techniques in survival analysis",

abstract = "Some nonparametric regression techniques for estimating hazard or loghazard functions and functional forms of covariate effects in Cox{\textquoteright}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.",

author = "Chin-Shang Li",

year = "2007",

month = jan

day = "1",

doi = "10.1142/9789812772121_0011",

language = "English (US)",

isbn = "9812704612",

pages = "223--251",

booktitle = "Quantitative Medical Data Analysis Using Mathematical Tools and Statistical Techniques",

publisher = "World Scientific Publishing Co.",

address = "United States",

}

TY - CHAP

T1 - Nonparametric regression techniques in survival analysis

AU - Li, Chin-Shang

PY - 2007/1/1

Y1 - 2007/1/1

N2 - 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.

AB - 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.

UR - http://www.scopus.com/inward/record.url?scp=84967394956&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84967394956&partnerID=8YFLogxK

U2 - 10.1142/9789812772121_0011

DO - 10.1142/9789812772121_0011

M3 - Chapter

AN - SCOPUS:84967394956

SN - 9812704612

SN - 9789812704610

SP - 223

EP - 251

BT - Quantitative Medical Data Analysis Using Mathematical Tools and Statistical Techniques

PB - World Scientific Publishing Co.

ER -

Access to Document

10.1142/9789812772121_0011