Learning Likelihood Ratios with Neural Network Classifiers

Shahzar Rizvi, Mariel Pettee, Benjamin Nachman

The likelihood ratio is a crucial quantity for statistical inference in science that enables hypothesis testing, construction of confidence intervals, reweighting of distributions,…