On generalized maximum likelihood estimation in the proportional hazards model with partially informative censoring

被引：0

作者：

Haimeng Zhang

M. Bhaskara Rao

机构：

[1] Concordia College,Department of Mathematics and Computer Science

[2] North Dakota State University,Department of Statistics and Center for Genomic Information, Department of Environmental Health,

[3] University of Cincinnati,undefined

[4] ,undefined

来源：

Metrika | 2004年 / 59卷

关键词：

Generalized Maximum Likelihood Estimator; Proportional Hazards Model; Informative Censoring; PACL Estimator;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

The generalized maximum likelihood estimator (GMLE) is derived and some of its variants are compared with the partial Abdushukurov-Cheng-Lin (PACL) and Kaplan-Meier (KM) estimators under the proportional hazards model with partially informative censoring. A comparison of small sample properties is conducted based on a simulation study. The results show that the GMLEs perform competitively with the PACL estimator.

引用

页码：125 / 136

页数：11

共 50 条

[1] On generalized maximum likelihood estimation in the proportional hazards model with partially informative censoring
Zhang, HM
Rao, MB
[J]. METRIKA, 2004, 59 (02) : 125 - 136
[2] Sieve maximum likelihood estimation for the proportional hazards model under informative censoring
Chen, Xuerong
Hu, Tao
Sun, Jianguo
[J]. COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2017, 112 : 224 - 234
[3] Maximum likelihood estimation in the proportional hazards cure model
Wenbin Lu
[J]. Annals of the Institute of Statistical Mathematics, 2008, 60 : 545 - 574
[4] Maximum likelihood estimation in the proportional hazards cure model
Lu, Wenbin
[J]. ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2008, 60 (03) : 545 - 574
[5] Maximum likelihood estimation in the proportional hazards model of random censorship
Hollander, M
Laird, G
Song, KS
[J]. STATISTICS, 2001, 35 (03) : 245 - 258
[6] Penalized likelihood estimation of the proportional hazards model for survival data with interval censoring
Ma, Jun
Couturier, Dominique-Laurent
Heritier, Stephane
Marschner, Ian C.
[J]. INTERNATIONAL JOURNAL OF BIOSTATISTICS, 2022, 18 (02): : 553 - 575
[7] Maximum likelihood estimation for survey data with informative interval censoring
Angel G. Angelov
Magnus Ekström
[J]. AStA Advances in Statistical Analysis, 2019, 103 : 217 - 236
[8] Maximum likelihood estimation for survey data with informative interval censoring
Angelov, Angel G.
Ekstrom, Magnus
[J]. ASTA-ADVANCES IN STATISTICAL ANALYSIS, 2019, 103 (02) : 217 - 236
[9] MAXIMUM LIKELIHOOD ESTIMATION FOR COX PROPORTIONAL HAZARDS MODEL WITH A CHANGE HYPERPLANE
Deng, Yu
Cai, Jianwen
Zeng, Donglin
[J]. STATISTICA SINICA, 2022, 32 (02) : 983 - 1006
[10] A Proportional Hazards Model for Successive Duration Times Under Informative Censoring
Sankaran, P. G.
Sreeja, V. N.
[J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2012, 41 (02) : 262 - 280

← 1 2 3 4 5 →