Результаты исследований: Научные публикации в периодических изданиях › статья › Рецензирование
Life Table Estimator Revisited. / Малов, Сергей Васильевич; О Брайен, Стефан Джеймс.
в: Communications in Statistics - Theory and Methods, Том 47, № 9, 03.05.2018, стр. 2126-2133.Результаты исследований: Научные публикации в периодических изданиях › статья › Рецензирование
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TY - JOUR
T1 - Life Table Estimator Revisited
AU - Малов, Сергей Васильевич
AU - О Брайен, Стефан Джеймс
N1 - Funding Information: This research was supported in part by St.-Petersburg State University (grants No 1.37.165.2014 and No 1.52.1647.2016) and Russian Ministry of Education and Science Mega-grant No 11.G34.31.0068 (Dr. Stephen J. O’Brien, Principal Investigator).
PY - 2018/5/3
Y1 - 2018/5/3
N2 - We explore the standard life table (actuarial) estimator for grouped right-censored survival data and its extensions in order to consider its relationship with the Kaplan–Meier estimator, and to investigate the critical properties of the extended life table estimators (ELTEs). We discuss certain conditions for the ELTE to be consistent and develop a characterization of the standard life table estimator using the consistency property under any choice of at least two observation times of a finite interval. We also perform a comparative analysis of the ELTEs with the corresponding maximum likelihood estimators for grouped right-censored survival data.
AB - We explore the standard life table (actuarial) estimator for grouped right-censored survival data and its extensions in order to consider its relationship with the Kaplan–Meier estimator, and to investigate the critical properties of the extended life table estimators (ELTEs). We discuss certain conditions for the ELTE to be consistent and develop a characterization of the standard life table estimator using the consistency property under any choice of at least two observation times of a finite interval. We also perform a comparative analysis of the ELTEs with the corresponding maximum likelihood estimators for grouped right-censored survival data.
KW - Independent censoring
KW - Kaplan–Meier estimator
KW - Life table estimator
KW - Right censoring
KW - Survival data
UR - http://www.scopus.com/inward/record.url?scp=85030545531&partnerID=8YFLogxK
U2 - 10.1080/03610926.2017.1335418
DO - 10.1080/03610926.2017.1335418
M3 - Article
VL - 47
SP - 2126
EP - 2133
JO - Communications in Statistics - Theory and Methods
JF - Communications in Statistics - Theory and Methods
SN - 0361-0926
IS - 9
ER -
ID: 26005423