A local linear estimation of conditional hazard function in censored data

Choongrak Kim; Minkyung Oh; Seong J. Yang; Hyemi Choi

doi:10.1016/j.jkss.2010.03.002

A local linear estimation of conditional hazard function in censored data

Choongrak Kim
, Minkyung Oh
, Seong J. Yang
, Hyemi Choi^*

^*Corresponding author for this work

Department of Statistics

Research output: Contribution to journal › Journal article › peer-review

11 Scopus citations

Abstract

A local linear estimator of the conditional hazard function in censored data is proposed. The estimator suggested in this paper is motivated by the ideas of Fan, Yao, and Tong (1996) and Kim, Bae, Choi, and Park (2005). The asymptotic distribution of the proposed estimator is derived, and some numerical results are also provided.

Original language	English
Pages (from-to)	347-355
Number of pages	9
Journal	Journal of the Korean Statistical Society
Volume	39
Issue number	3
DOIs	https://doi.org/10.1016/j.jkss.2010.03.002
State	Published - 2010.09

Keywords

Bandwidth
Kaplan-Meier estimator
Kernel smoothing
Local linear estimation

Quacquarelli Symonds(QS) Subject Topics

Mathematics
Statistics & Operational Research
Data Science

Access to Document

10.1016/j.jkss.2010.03.002

Cite this

@article{e093a6abd8b446639e520bce7c9c0161,

title = "A local linear estimation of conditional hazard function in censored data",

abstract = "A local linear estimator of the conditional hazard function in censored data is proposed. The estimator suggested in this paper is motivated by the ideas of Fan, Yao, and Tong (1996) and Kim, Bae, Choi, and Park (2005). The asymptotic distribution of the proposed estimator is derived, and some numerical results are also provided.",

keywords = "Bandwidth, Kaplan-Meier estimator, Kernel smoothing, Local linear estimation",

author = "Choongrak Kim and Minkyung Oh and Yang, \{Seong J.\} and Hyemi Choi",

year = "2010",

month = sep,

doi = "10.1016/j.jkss.2010.03.002",

language = "English",

volume = "39",

pages = "347--355",

journal = "Journal of the Korean Statistical Society",

issn = "1226-3192",

number = "3",

}

TY - JOUR

T1 - A local linear estimation of conditional hazard function in censored data

AU - Kim, Choongrak

AU - Oh, Minkyung

AU - Yang, Seong J.

AU - Choi, Hyemi

PY - 2010/9

Y1 - 2010/9

N2 - A local linear estimator of the conditional hazard function in censored data is proposed. The estimator suggested in this paper is motivated by the ideas of Fan, Yao, and Tong (1996) and Kim, Bae, Choi, and Park (2005). The asymptotic distribution of the proposed estimator is derived, and some numerical results are also provided.

AB - A local linear estimator of the conditional hazard function in censored data is proposed. The estimator suggested in this paper is motivated by the ideas of Fan, Yao, and Tong (1996) and Kim, Bae, Choi, and Park (2005). The asymptotic distribution of the proposed estimator is derived, and some numerical results are also provided.

KW - Bandwidth

KW - Kaplan-Meier estimator

KW - Kernel smoothing

KW - Local linear estimation

UR - https://www.scopus.com/pages/publications/77955278342

U2 - 10.1016/j.jkss.2010.03.002

DO - 10.1016/j.jkss.2010.03.002

M3 - Journal article

AN - SCOPUS:77955278342

SN - 1226-3192

VL - 39

SP - 347

EP - 355

JO - Journal of the Korean Statistical Society

JF - Journal of the Korean Statistical Society

IS - 3

ER -

A local linear estimation of conditional hazard function in censored data

Abstract

Keywords

Quacquarelli Symonds(QS) Subject Topics

Access to Document

Other files and links

Fingerprint

Cite this