Course: Statistical Reasoning II

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Schedule


Topic Activities
Module 1: Issues in Design Study
2 x 2 Contingency Tables Module 1 Intro Video
Study Design Lecture 1
Confounding and Effect Modification Lecture 2
Power and Sample Size: Issues in Study Design Lecture 3
Homework 1
Module 2: Linear Regression
Linear Regression Module 2 Intro Video
Simple Linear Regression Lecture 4
Relating a Continuous Outcome to More Than One Predictor: Multiple Linear Regression Lecture 5
More Multiple Linear Regression Lecture 6
Homework 2
Midterm Exam
Module 3: Logistic Regression
Logistic Regression Module 3 Intro Video Lecture 7
Multiple Logistic Regression Lecture 8
Tying it All Together: Examples of Logistic Regression and Some Loose Ends Lecture 9
Homework 3
Module 4: Survival Analysis
Survival Analysis Module 4 Intro Video
Regression for Survival Analysis Lecture 10
Multivariate Survival Analysis Lecture 11
Final Exam