Bayesian binary regression with exponential power link
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Publication:1621325
DOI10.1016/j.csda.2012.07.022zbMath1471.62147OpenAlexW2034504952MaRDI QIDQ1621325
Jacinto Martín, Lizbeth Naranjo, Carlos J. Pérez
Publication date: 8 November 2018
Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.csda.2012.07.022
Gibbs samplinggeneralized linear modelsdata augmentationbinary dataBayesian methodsexponential power distribution
Computational methods for problems pertaining to statistics (62-08) Bayesian inference (62F15) Generalized linear models (logistic models) (62J12)
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Cites Work
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- Estimation in the probit normal model for binary outcomes using the SAEM algorithm
- Variational approximations in Bayesian model selection for finite mixture distributions
- Long-term HIV dynamic models incorporating drug adherence and resistance to treatment for prediction of virological responses
- Bayesian analysis of dichotomous quantal response models
- Nonparametric binary regression: A Bayesian approach
- Bayesian projection approaches to variable selection in generalized linear models
- Binomial Regression with Misclassification
- Bayesian Inference for Semiparametric Binary Regression
- Markov Chain Monte Carlo Convergence Diagnostics: A Comparative Review
- Sampling-Based Approaches to Calculating Marginal Densities
- Bayesian residual analysis for binary response regression models
- A Bayesian Approach to Robust Binary Nonparametric Regression
- Outliers in Circular Data
- A remark on the shape of the logistic distribution
- A New Perspective on Priors for Generalized Linear Models
- A multivariate generalization of the power exponential family of distributions
- Bayesian Measures of Model Complexity and Fit
- Adaptive Rejection Sampling for Gibbs Sampling
- Bayesian Inference for Generalized Linear and Proportional Hazards Models via Gibbs Sampling
- Bayesian Analysis of Binary and Polychotomous Response Data
- Bayesian auxiliary variable models for binary and multinomial regression
- Deviance information criteria for missing data models