A Monty Hall Monte Carlo, Part 1? (Oh God)
While I dig into conjugacy and the calculation of Bayesian credibility intervals, I figured it'd be good to put some of my other little rabbit holes up here on the off chance they're interesting to someone. For some reason I...
By the books...
Most of the applications of Bayesian methods I've encountered and used to date are in the areas of text mining and machine learning, such as topic modeling using LDA models, naive bayes classifiers, and in time series analysis (Kalman filters...
Laplacian Ambitions: In Which I Will Master Bayesian Data Analysis
There are a few reasons for this pursuit, to be honest. Gaining additional marketable skills, for one. Becoming a Bayesian samurai can only help me in my quest to continue to get paid to play with data, right? Data science...
