592 citations · 1.4k across the 32 of their papers we have counts for
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stat.AP2018
A global-local approach for detecting hotspots in multiple-response regression
Hélène Ruffieux, Anthony C. Davison, Jörg Hager +4
We tackle modelling and inference for variable selection in regression problems with many predictors and many responses. We focus on detecting hotspots, i.e., predictors associated…
stat.ML2018
Fast Automatic Smoothing for Generalized Additive Models
Yousra El-Bachir, Anthony C. Davison
Multiple generalized additive models (GAMs) are a type of distributional regression wherein parameters of probability distributions depend on predictors through smooth functions, w…