592 citations · 1.4k across the 32 of their papers we have counts for
Showing 2021 · stat.MEShow all
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stat.ME2021★ 7 cited
Causal Modelling of Heavy-Tailed Variables and Confounders with Application to River Flow
Olivier C. Pasche, Valérie Chavez-Demoulin, Anthony C. Davison
Confounding variables are a recurrent challenge for causal discovery and inference. In many situations, complex causal mechanisms only manifest themselves in extreme events, or tak…
stat.ME2021★ 4 cited
The Tangent Exponential Model
Anthony C. Davison, Nancy Reid
The likelihood function is central to both frequentist and Bayesian formulations of parametric statistical inference, and large-sample approximations to the sampling distributions…