A Bayesian analysis of the Conway-Maxwell-Poisson cure rate model

DOI10.1007/s00362-010-0326-5zbMath1244.62030OpenAlexW2013297556MaRDI QIDQ434401

Mário de Castro, Josemar Rodrigues, Vicente G. Cancho

Publication date: 10 July 2012

Published in: Statistical Papers (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00362-010-0326-5

zbMATH Keywords

survival analysisWeibull distributionConway-Maxwell-Poisson (COM-Poisson) distributionlong-term survival models

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Censored data models (62N01) Bayesian inference (62F15) Numerical analysis or methods applied to Markov chains (65C40) Estimation in survival analysis and censored data (62N02)

Related Items

Analysis of discrete data by Conway-Maxwell Poisson distribution, Application of the full Bayesian significance test to model selection under informative sampling, Bayesian modeling for a new cure rate model based on the Nielsen distribution, An EM algorithm for the destructive COM-Poisson regression cure rate model, Fully semiparametric Bayesian approach for modeling survival data with cure fraction, The Weibull-Conway-Maxwell-Poisson distribution to analyze survival data, A COM-Poisson-type generalization of the negative binomial distribution, The Poisson-inverse-Gaussian regression model with cure rate: a Bayesian approach and its case influence diagnostics

Uses Software

• OpenBUGS

Cites Work

• Useful moment and CDF formulations for the COM-Poisson distribution
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• Smooth-CAR mixed models for spatial count data
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• COM-Poisson cure rate survival models and an application to cutaneous melanoma data
• Connections of the Poisson weight function to overdispersion and underdispersion
• Markov Chain Monte Carlo Convergence Diagnostics: A Comparative Review
• A New Bayesian Model for Survival Data with a Surviving Fraction
• Bayesian Measures of Model Complexity and Fit
• Flexible Cure Rate Modeling Under Latent Activation Schemes
• A Useful Distribution for Fitting Discrete Data: Revival of the Conway–Maxwell–Poisson Distribution
• Conjugate analysis of the Conway-Maxwell-Poisson distribution
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