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stat.ME2023★ 1 cited
Robust Distributional Regression with Automatic Variable Selection
Meadhbh O'Neill, Kevin Burke
Datasets with extreme observations and/or heavy-tailed error distributions are commonly encountered and should be analyzed with careful consideration of these features from a stati…
stat.ME2021
Variable Selection Using a Smooth Information Criterion for Distributional Regression Models
Meadhbh O'Neill, Kevin Burke
Modern variable selection procedures make use of penalization methods to execute simultaneous model selection and estimation. A popular method is the LASSO (least absolute shrinkag…