A clustering cure rate model with application to a sealantstudy

被引：2

作者：

Gallardo, Diego I. ^{[1
]}

Bolfarine, Heleno ^{[2
]}

Pedroso-de-Lima, Atonio Carlos ^{[2
]}

机构：

[1] Univ Antofagasta, Fac Ciencias Basicas, Dept Matemat, Antofagasta, Chile

[2] Univ Sao Paulo, Inst Matemat & Estat, Sao Paulo, Brazil

来源：

JOURNAL OF APPLIED STATISTICS | 2017年 / 44卷 / 16期

关键词：

Bivariate random effects; competing risks; Dirichlet processes; EM algorithm; latent activation scheme; restricted maximum likelihood; MIXED-EFFECTS MODEL; VARIANCE-COMPONENTS; MIXTURE; LIKELIHOOD; CARCINOMA;

D O I：

10.1080/02664763.2016.1267116

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

In this paper, the destructive negative binomial (DNB) cure rate model with a latent activation scheme [V. Cancho, D. Bandyopadhyay, F. Louzada, and B. Yiqi, The DNB cure rate model with a latent activation scheme, Statistical Methodology 13 (2013b), pp. 48-68] is extended to the case where the observations are grouped into clusters. Parameter estimation is performed based on the restricted maximum likelihood approach and on a Bayesian approach based on Dirichlet process priors. An application to a real data set related to a sealant study in a dentistry experiment is considered to illustrate the performance of the proposed model.

引用

页码：2949 / 2962

页数：14

共 50 条

[11] A flexible cure rate model with dependent censoring and a known cure threshold
Bernhardt, Paul W.
STATISTICS IN MEDICINE, 2016, 35 (25) : 4607 - 4623
[12] Goodness-of-fit tests for the cure rate in a mixture cure model
Mueller, U. U.
Van Keilegom, I.
BIOMETRIKA, 2019, 106 (01) : 211 - 227
[13] Analysis of Minimax Error Rate for Crowdsourcing and Its Application to Worker Clustering Model
Imamura, Hideaki
Sato, Issei
Sugiyama, Masashi
INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 80, 2018, 80
[14] A nonparametric mixture model for cure rate estimation
Peng, YW
Dear, KBG
BIOMETRICS, 2000, 56 (01) : 237 - 243
[15] Cure rate model with interval censored data
Kim, Yang-Jin
Jhun, Myoungshic
STATISTICS IN MEDICINE, 2008, 27 (01) : 3 - 14
[16] Negative Binomial–Lindley Cure Rate Model
Wasinrat Sirithip
Pudprommarat Chookait
Lobachevskii Journal of Mathematics, 2021, 42 : 3230 - 3240
[17] A Cure Rate Model in Reliability for Complex System
Lin, J.
Zhu, H. M.
IEEM: 2008 INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1-3, 2008, : 1395 - +
[18] The generalized exponential cure rate model with covariates
Kannan, Nandini
Kundu, Debasis
Nair, P.
Tripathi, R. C.
JOURNAL OF APPLIED STATISTICS, 2010, 37 (10) : 1625 - 1636
[19] A New Cure Rate Model Based on Flory-Schulz Distribution: Application to the Cancer Data
Azimi, Reza
Esmailian, Mahdy
Gallardo, Diego, I
Gomez, Hector J.
MATHEMATICS, 2022, 10 (24)
[20] An Application of the Cure Model to a Cardiovascular Clinical Trial
Varadan Sevilimedu
Shuangge Ma
Pamela Hartigan
Tassos C. Kyriakides
Statistics in Biosciences, 2021, 13 : 402 - 430

← 1 2 3 4 5 →