Longitudinal binary response models using alternative links for medical data

DOI10.1214/23-bjps572OpenAlexW4386260314MaRDI QIDQ6137367

Carlos Alberto Ribeiro Diniz, Jorge Luis Bazán, Alex de la Cruz Huayanay

Publication date: 1 September 2023

Published in: Brazilian Journal of Probability and Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1214/23-bjps572

zbMATH Keywords

longitudinal datamixed-effects modelbinary responseimbalanced datahealth dataasymmetric linkBayesian diagnostic

Mathematics Subject Classification ID

Statistics (62-XX) Biology and other natural sciences (92-XX)

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC
• The No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte Carlo
• Bayesian skew-probit regression for binary response data
• Predicting dependent binary outcomes through logistic regressions and meta-elliptical copulas
• A generalized linear mixed model for longitudinal binary data with a marginal logit link function
• Generalized extreme value regression for binary response data: an application to B2B electronic payments system adoption
• A Bayesian dichotomous model with asymmetric link for fraud in insurance
• On outliers detection and prior distribution sensitivity in standard skew-probit regression models
• Improved estimation for a new class of parametric link functions in binary regression
• New links for binary regression: an application to coca cultivation in Peru
• Bayesian inference for generalized linear mixed models
• A Framework for Skew-Probit Links in Binary Regression
• Bayesian Case Influence Diagnostics for Survival Models
• Bayesian residual analysis for binary response regression models
• A Predictive Approach to Model Selection
• Random Effects Probit and Logistic Regression Models for Three-Level Data
• A New Skewed Link Model for Dichotomous Quantal Response Data
• Power and reversal power links for binary regressions: An application for motor insurance policyholders
• Mixed Effects Logistic Regression Models for Longitudinal Binary Response Data with Informative Drop-Out
• Approximate Inference in Generalized Linear Mixed Models
• Generalized linear mixed models a pseudo-likelihood approach
• Performance of asymmetric links and correction methods for imbalanced data in binary regression
• Bayesian truncated beta nonlinear mixed-effects models
• On the Distribution of Numbers
• Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper)

This page was built for publication: Longitudinal binary response models using alternative links for medical data