Projective Inference in High-dimensional Problems: Prediction and Feature Selection

Juho Piironen, Markus Paasiniemi, Aki Vehtari

This paper discusses predictive inference and feature selection for generalized linear models with scarce but high-dimensional data. We argue that in many cases one can benefit fro…