Abstract: Dirichlet distribution and multinomial distribution play important role in information theory and statistics. They find applications in estimation, average minimax redundancy in source ...

Somer G. Anderson is CPA, doctor of accounting, and an accounting and finance professor who has been working in the accounting and finance industries for more than 20 years. Her expertise covers a ...

Unlock the distribution technique that separates good keepers from great ones. This step-by-step tutorial breaks down body positioning, grip, power, and accuracy so you can confidently start attacks ...

Instead of maximum-likelihood or MAP, Bayesian inference encourages the use of predictive densities and evidence scores. This is illustrated in the context of the multinomial distribution, where ...

Abstract: The purpose of this study is to derive an upper-bound and a lower-bound of the entropy of a multinomial distribution. In spite of its practicality and versatility, there is no closed-form ...

A full-code demo from Dr. James McCaffrey of Microsoft Research shows how to predict the type of a college course by analyzing grade counts for each type of course. General naive Bayes classification ...

A probability mixture model commonly used to represent patterns of brand choice behavior. Over repeated occasions on which purchases are made from the product category, the set of brands chosen are ...