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

[1] The Power Series Cure Rate Model: An Application to a Cutaneous Melanoma Data
Cancho, Vicente G.
Louzada, Francisco
Ortega, Edwin M.
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2013, 42 (03) : 586 - 602
[2] The Topp-Leone Generalized Rayleigh Cure Rate Model and its Application
Nanthaprut, Pimwarat
Bodhisuwan, Winai
Patummasut, Mena
13TH IMT-GT INTERNATIONAL CONFERENCE ON MATHEMATICS, STATISTICS AND THEIR APPLICATIONS (ICMSA2017), 2017, 1905
[3] On a new piecewise regression model with cure rate: Diagnostics and application to medical data
Gomez, Yolanda M.
Gallardo, Diego, I
Leao, Jeremias
Calsavara, Vinicius F.
STATISTICS IN MEDICINE, 2021, 40 (29) : 6723 - 6742
[4] Cure rate model with measurement error
Mizoi, Marcia F.
Bolfarine, Heleno
Pedroso-de-Lima, Antonio C.
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2007, 36 (01) : 185 - 196
[5] A Bayesian destructive weighted Poisson cure rate model and an application to a cutaneous melanoma data
Rodrigues, Josemar
Cancho, Vicente G.
de Castro, Mario
Balakrishnan, N.
STATISTICAL METHODS IN MEDICAL RESEARCH, 2012, 21 (06) : 585 - 597
[6] The Negative Binomial Beta Prime Regression Model with Cure Rate: Application with a Melanoma Dataset
Jeremias Leão
Marcelo Bourguignon
Helton Saulo
Manoel Santos-Neto
Vinícius Calsavara
Journal of Statistical Theory and Practice, 2021, 15
[7] The Negative Binomial Beta Prime Regression Model with Cure Rate: Application with a Melanoma Dataset
Leao, Jeremias
Bourguignon, Marcelo
Saulo, Helton
Santos-Neto, Manoel
Calsavara, Vinicius
JOURNAL OF STATISTICAL THEORY AND PRACTICE, 2021, 15 (03)
[8] A Modified Cure Rate Model Based on a Piecewise Distribution with Application to Lobular Carcinoma Data
Gomez, Yolanda M.
Santibanez, John L.
Calsavara, Vinicius F.
Gomez, Hector W.
Gallardo, Diego I.
MATHEMATICS, 2024, 12 (06)
[9] Incorporation of frailties into a cure rate regression model and its diagnostics and application to melanoma data
Leao, Jeremias
Leiva, Victor
Saulo, Helton
Tomazella, Vera
STATISTICS IN MEDICINE, 2018, 37 (29) : 4421 - 4440
[10] Predictive model for the cure rate of NICU admitted preterm neonates: the mixture cure model
Aghaali, Mohammad
Sadeghi-Moghaddam, Parvaneh
Khodakarim, Soheila
JOURNAL OF PEDIATRIC AND NEONATAL INDIVIDUALIZED MEDICINE, 2020, 9 (01):

← 1 2 3 4 5 →