The normal distribution, also known as the Gaussian distribution, maximizes entropy given specific constraints on mean and variance. This mathematical proof explores why the normal distribution is prevalent and powerful, and its connection to entropy and statistical inference.

3m read timeFrom medium.com
Post cover image
Table of contents
Understanding Entropy in Probability DistributionsThe Problem of Entropy MaximizationUtilizing Calculus of VariationsBroader Implications and Insights

Sort: