Confidence Sequences for Generalized Linear Models via Regret Analysis

Eugenio Clerico, Hamish Flynn, Wojciech Kotłowski +1

We develop a methodology for constructing confidence sets for parameters of statistical models via a reduction to sequential prediction. Our key observation is that for any general…