Principles of Bayesian Inference Using General Divergence Criteria

Stan: A Probabilistic Programming Language

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Beyond subjective and objective in statistics

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A general framework for updating belief distributions

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Approximate Models and Robust Decisions

(2016) James Watson et al.   STATISTICAL SCIENCE

Robust Bayes estimation using the density power divergence

(2015) Abhik Ghosh et al.   ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS

Bayesian sensitivity analysis with the Fisher–Rao metric

(2015) Sebastian Kurtek et al.   BIOMETRIKA

Minimum Scoring Rule Inference

(2015) A. Philip Dawid et al.   SCANDINAVIAN JOURNAL OF STATISTICS

The Parable of Google Flu: Traps in Big Data Analysis

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Bayesian model robustness via disparities

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Bayesian inference with misspecified models

(2013) Stephen G. Walker   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

Multivariate Density Estimation by Bayesian Sequential Partitioning

(2013) Luo Lu et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Generalized Alpha-Beta Divergences and Their Application to Robust Nonnegative Matrix Factorization

(2011) Andrzej Cichocki et al.   Entropy

Outlier identification in high dimensions

(2007) Peter Filzmoser et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Robust likelihood functions in Bayesian inference

(2007) Luca Greco et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE