NIST digit recognition

We derive the Pumps model Bayesian model from BUGS documentation. We estimate the parameters through explicit Gibbs and M-H routines and compare to BUGS results.

CSUEB - STATS 6620/Prof. Eric Suess - Spring 2017 Gui Larangeira - Final Project

We perform SVM with two kernels, Vanilla and RBF. We notice the improvements. We add a "by Letter" Accuracy

Three Applications of Markov Chains and Gibbs Sampling Guilherme G. Larangeira California State University, East Bay, M.S Statistics Candidate glarangeira@horizon.csueastbay.edu Keywords: Stochastic Processes, Bayesian Inference, Gibbs Sampler, Business Applications, Finance, Spam Filters, Markov Chain Monte Carlo methods, R Statistical Software, WinBUGS

We apply Logistic Regression Binary Classification to Challenger Space Shuttle O-Ring and Credit Data

Wine Quality Scores are subjective scores assigned by professional wine critics. One can run a regression model between the physiochemical properties of the wine and the scores to predict scores and understand what are the key properties to achieve high scores.

Probs 4.6 and 4.8

Homework 4 for CSUEB STATS_6620 with Prof Eric Suess