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stat.ME2019★ 137 cited
Approximate Bayesian computation with the Wasserstein distance
Espen Bernton, Pierre E. Jacob, Mathieu Gerber +1
A growing number of generative statistical models do not permit the numerical evaluation of their likelihood functions. Approximate Bayesian computation (ABC) has become a popular…
stat.ME2015
Bayesian Inference for the Multivariate Extended-Skew Normal Distribution
Mathieu Gerber, Florian Pelgrin
The multivariate extended skew-normal distribution allows for accommodating raw data which are skewed and heavy tailed, and has at least three appealing statistical properties, nam…