64 citations · 107 across the 5 of their papers we have counts for
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stat.ME2016★ 29 cited
A New Bayesian Approach to Robustness Against Outliers in Linear Regression
Philippe Gagnon, Alain Desgagné, Mylène Bédard
Linear regression is ubiquitous in statistical analysis. It is well understood that conflicting sources of information may contaminate the inference when the classical normality of…
math.PR2016
A Dirichlet Form approach to MCMC Optimal Scaling
Giacomo Zanella, Wilfrid S. Kendall, Mylène Bédard
This paper develops the use of Dirichlet forms to deliver proofs of optimal scaling results for Markov chain Monte Carlo algorithms (specifically, Metropolis-Hastings random walk s…