Regression modelling with the tilted beta distribution: A Bayesian approach

DOI10.1002/cjs.11563OpenAlexW3045509375MaRDI QIDQ6059503

Eugene D. Hahn

Publication date: 2 November 2023

Published in: Canadian Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/cjs.11563

zbMATH Keywords

Bayesian methodsfinite mixture modelsprior distributionsprior sensitivitytilted beta distributionproportion datapercentage data

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (1)

The tilted beta-binomial distribution in overdispersed data: maximum likelihood and Bayesian estimation

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC
• Beta Regression for Modelling Rates and Proportions
• Reversible jump Markov chain Monte Carlo computation and Bayesian model determination
• Mixed beta regression: a Bayesian perspective
• A general class of zero-or-one inflated beta regression models
• Bayesian beta regression with Bayesianbetareg R-package
• Dynamic Bayesian beta models
• Partially linear beta regression model with autoregressive errors
• Improved estimators for a general class of beta regression models
• A new regression model for bounded responses
• Efficient MCMC estimation of inflated beta regression models
• Beta regression for time series analysis of bounded data, with application to Canada Google\(^{\circledR}\) Flu Trends
• Mixture densities for project management activity times: A robust approach to PERT
• A new robust regression model for proportions
• Augmented Beta rectangular regression models: A Bayesian perspective
• Asymptotic Properties of Maximum Likelihood Estimators and Likelihood Ratio Tests Under Nonstandard Conditions
• On two families of transformations to additivity for binary response data
• Bayesian Measures of Model Complexity and Fit
• Bayes Factors
• Augmented mixed beta regression models with skew-normal independent distributions: Bayesian analysis of labor force data
• Variable selection for varying dispersion beta regression model
• Errors-in-variables beta regression models
• Aranda-Ordaz quantile regression for student performance assessment
• BAYESIAN BETA REGRESSION: APPLICATIONS TO HOUSEHOLD EXPENDITURE DATA AND GENETIC DISTANCE BETWEEN FOOT‐AND‐MOUTH DISEASE VIRUSES
• Regression analysis of variates observed on (0, 1): percentages, proportions and fractions
• A review of Bayesian variable selection methods: what, how and which

This page was built for publication: Regression modelling with the tilted beta distribution: A Bayesian approach