Course: Statistical Reasoning II

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Lecture Materials

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Module 1: Issues in Design Study

» Lecture 1: Study Design

Part A: PDF, MP3

Part B: PDF, MP3

Part C: PDF, MP3

Part D: PDF, MP3

» Lecture 2: Confounding and Effect Modification

Part A: PDF, MP3

Part B: PDF, MP3

Part C: PDF, MP3

» Lecture 3: Power and Sample Size: Issues in Study Design

Part A: PDF, MP3

Part B: PDF, MP3

Part C: PDF, MP3

Part D: PDF, MP3

Part E: PDF, MP3

Module 2: Linear Regression

» Lecture 4: Simple Linear Regression

Part A: PDF, MP3

Part B: PDF, MP3

Part C: PDF, MP3

Part D: PDF, MP3

Part E: PDF, MP3

Part F: PDF, MP3

» Lecture 5: Relating a Continuous Outcome to More than One Predictor: Multiple Linear Regression

Part A: PDF, MP3

Part B: PDF, MP3

Part C: PDF, MP3

Part D: PDF, MP3

Part E: PDF, MP3

» Lecture 6: More Multiple Linear Regression

Part A: PDF, MP3

Part B: PDF, MP3

Module 3: Logistic Regression

» Lecture 7: Logistic Regression

Part A: PDF, MP3

Part B: PDF, MP3

Part C: PDF, MP3

Part D: PDF, MP3

Part E: PDF, MP3

» Lecture 8: Multiple Logistic Regression

Part A: PDF, MP3

Part B: PDF, MP3

Part C: PDF, MP3

» Lecture 9: Tying It All Together: Examples of Logistic Regression and Some Loose Ends

Part A: PDF, MP3

Part B: PDF, MP3

Part C: PDF, MP3

Module 4: Survival Analysis

» Lecture 10: Regression for Survival Analysis

Part A: PDF, MP3

Part B: PDF, MP3

» Lecture 11: Multivariate Survival Analysis

Part A: PDF, MP3