DAV5300 - Computational Math and Statistics

This page contains an outline of the topics, content, and assignments for the semester. Note that this schedule will be updated as the semester progresses.

Date Topic Prepare Slides Homework Lab
Tue, Jan 20 Intro to the Course / Intro to Data
Tue, Jan 27 Summarizing Data
Tue, Feb 03 Probability and Distributions
Tue, Feb 10 Foundation for Inference
Tue, Feb 17 NO CLASS
Tue, Feb 24 Inference for Categorical Data
Tue, Mar 03 NO CLASS - Purim-No
Tue, Mar 10 Inference for Numerical Data
Tue, Mar 17 Linear Regression
Tue, Mar 24 Maximum Likelihood Estimation and Logistic Regression
Tue, Mar 31 Multiple Regression
Tue, Apr 07 NO CLASS - Spring Break
Tue, Apr 14 Conferences (online)
Tue, Apr 21 Predictive Modeling and CART Methods
Tue, Apr 28 Bayesian Analysis and Propensity Score Analysis
Tue, May 05 Presentations
Tue, May 12 Final Exam