Maximum Entropy, Time Series and Statistical Inference

Abstract

A brief discussion is given of the traditional version of the Maximum Entropy Method, including a review of some of the criticism that has been made in regard to its use in statistical inference. Motivated by these questions, a modified version of the method is proposed and applied to a simple problem, demonstrating its use in inference.