Gavin Waters

Bayesian Statistics: The Metropolis Algorithm

Lecture Notes Lecture Click here to view MAT411_Week_8 in full screen Lecture Videos Video Lecture

Bayesian Statistics: Introduction to pymc3

Lecture Notes Lecture Click here to view MAT411_Week_9 in full screen Lecture Videos Video Lecture

Bayesian Statistics: Generalized Linear Models

Lecture Notes Lecture Click here to view MAT411_Week_10 in full screen Lecture Videos Video Lecture

Bayesian Statistics: Classifications and GLM

Lecture Notes Lecture Click here to view MAT411_Week_11 in full screen Lecture Videos Video Lecture

Bayesian Statistics: Switch Points and Blossoms

Lecture Notes Lecture Click here to view MAT411_Week_12 in full screen Lecture Videos Video Lecture

Bayesian Statistics: Stock Volatility and Predictions

Lecture Notes Lecture Click here to view MAT411_Week_13 in full screen Lecture Videos Video Lecture

Bayesian Statistics: Forcasting and Predictions

Lecture Notes Lecture Click here to view MAT411_Week_14 in full screen Lecture Videos Video Lecture

Modeling and Simulation

Modeling and Simulation: Fall 2020 NOTE: Please understand that this course was given during the 2020 Covid Pandemic.

Modeling and Simulation: Introduction and Simple Plots

Lectures Lecture 1 Click here to view MAT217_Week_1 in full screen Lecture 2

Modeling and Simulation: Newton's Method and Symbolic Differentiation

Lectures Lecture 1 Click here to view MAT217_Week_2 in full screen Lecture 2 Click here to view MAT217_Week2_b in full screen Lecture 3 Click here to view MAT217_Week_2_supplemental in full screen Homework Click here to view MAT217_Homework_Week_2 in full screen