Applications of Information Theory: Statistics and Statistical Mechanics

The method of optimizing entropy is used to (i) conduct Asymptotic Hypothesis Testing and (ii) determine the particle distribution for which Entropy is maximized. This paper focuses on two related applications of Information Theory: Statistics and Statistical Mechanics.