Regression with n$\to$1 by Expert Knowledge Elicitation

Marta Soare, Muhammad Ammad-ud-din, Samuel Kaski

We consider regression under the "extremely small $n$ large $p$" condition, where the number of samples $n$ is so small compared to the dimensionality $p$ that predictors cannot be…