A New Bayesian Approach to Robustness Against Outliers in Linear Regression

JOURNAL ARTICLE published 1 June 2020 in Bayesian Analysis

Authors: Philippe Gagnon | Alain Desgagné | Mylène Bédard

Robustness Against Conflicting Prior Information in Regression

JOURNAL ARTICLE published 1 September 2023 in Bayesian Analysis

Authors: Philippe Gagnon

Simulation-based Regularized Logistic Regression

JOURNAL ARTICLE published 1 September 2012 in Bayesian Analysis

Authors: Robert B. Gramacy | Nicholas G. Polson

Laplace Power-Expected-Posterior Priors for Logistic Regression

JOURNAL ARTICLE published 1 January 2023 in Bayesian Analysis

Authors: Anupreet Porwal | Abel Rodríguez

Laplace Approximation for Logistic Gaussian Process Density Estimation and Regression

JOURNAL ARTICLE published 1 June 2014 in Bayesian Analysis

Authors: Jaakko Riihimäki | Aki Vehtari

Informative g-Priors for Logistic Regression

JOURNAL ARTICLE published 1 September 2014 in Bayesian Analysis

Authors: Timothy E. Hanson | Adam J. Branscum | Wesley O. Johnson

On the Use of Cauchy Prior Distributions for Bayesian Logistic Regression

JOURNAL ARTICLE published 1 June 2018 in Bayesian Analysis

Authors: Joyee Ghosh | Yingbo Li | Robin Mitra

A Conditional Bayesian Approach with Valid Inference for High Dimensional Logistic Regression

JOURNAL ARTICLE published 1 January 2023 in Bayesian Analysis

Authors: Abhishek Ojha | Naveen N. Narisetty

Parameter Interpretation in Skewed Logistic Regression with Random Intercept

JOURNAL ARTICLE published 1 June 2013 in Bayesian Analysis

Authors: Cristiano C. Santos | Rosangela H. Loschi | Reinaldo B. Arellano-Valle

Bayesian density regression with logistic Gaussian process and subspace projection

JOURNAL ARTICLE published 1 June 2010 in Bayesian Analysis

Authors: Surya T. Tokdar | Yu M. Zhu | Jayanta K. Ghosh

Dynamic Regression Models for Time-Ordered Functional Data

JOURNAL ARTICLE published 1 June 2021 in Bayesian Analysis

Authors: Daniel R. Kowal

Optimal Robustness Results for Relative Belief Inferences and the Relationship to Prior-Data Conflict

JOURNAL ARTICLE published 1 September 2017 in Bayesian Analysis

Authors: Luai Al Labadi | Michael Evans

Protection against outliers using a symmetric stable law prior

BOOK CHAPTER published 1996 in Institute of Mathematical Statistics Lecture Notes - Monograph Series

Authors: Jean-François Angers

On the Application of Logistic Regression Modelling in Microarray Studies

BOOK CHAPTER published 3 July 2003 in Bayesian Statistics 7

Authors: Bart j. A Mertens

Big Data Bayesian Linear Regression and Variable Selection by Normal-Inverse-Gamma Summation

JOURNAL ARTICLE published 1 December 2018 in Bayesian Analysis

Authors: Hang Qian

Reduced rank regression models with latent variables in Bayesian functional data analysis

JOURNAL ARTICLE published 1 March 2011 in Bayesian Analysis

Authors: Angelika van der Linde

Fast Bayesian Functional Regression for Non-Gaussian Spatial Data

JOURNAL ARTICLE published 1 June 2024 in Bayesian Analysis

Authors: Hyun Bin Kang | Yeo Jin Jung | Jaewoo Park

Bayesian Nonparametric Bivariate Survival Regression for Current Status Data

JOURNAL ARTICLE published 1 March 2024 in Bayesian Analysis

Authors: Giorgio Paulon | Peter Müller | Victor G. Sal y Rosas

Bayesian Variable Selection Regression of Multivariate Responses for Group Data

JOURNAL ARTICLE published 1 December 2017 in Bayesian Analysis

Authors: B. Liquet | K. Mengersen | A. N. Pettitt | M. Sutton

Bayesian Sparse Multivariate Regression with Asymmetric Nonlocal Priors for Microbiome Data Analysis

JOURNAL ARTICLE published 1 June 2020 in Bayesian Analysis

Authors: Kurtis Shuler | Marilou Sison-Mangus | Juhee Lee