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 ...

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 ...

General naive Bayes classification is a classical machine learning technique to predict a discrete value. There are several variations of naive Bayes (NB) including Categorical NB, Bernoulli NB, ...

It is essential in a standard linear regression analysis that dependent variables are continuous. However, using the standard linear regression for the analysis of a double-level or multi-level ...

This package fits the Bayesian multinomial probit model via Markov chain Monte Carlo. The multinomial probit model is often used to analyze the discrete choices made by individuals recorded in survey ...

scipy.stats.multinomial.pmf appears to be numerically incorrect as per examples in code below. import numpy as np from scipy.stats import multinomial from math import log, factorial def ...