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University of Washington: Special Topics in Genetic Epidemiology (2015)
Lecture 1: Overview of Epidemiologic Studies and Genetics
Lecture 2: Genetic Association Analysis and Effect Size Estimation
Lecture 3: Meta-analysis
Lecture 4: GxE Interaction
Lecture 5: Kooperberg — Two-Stage Interaction Testing
Lecture 6: Kooperberg — Higher-order Interaction
Lecture 7: Prentice — Measurement Error in Diet and Physical Activity Epidemiology
Lectures 8 & 9: Set-based Association Testing, Meta-Analysis, and GxE Interaction
Lecture 10: Dai — Mendelian Randomization: Linear Model
Lecture 11: Dai — Mendelian Randomization: Generalized Linear Model
Lecture 12: Di — Introduction to Functional Data Analysis
Lecture 13: Di — Further Developments on Functional Data Analysis and Applications
Lectures 14 & 15: Zheng — Study Designs and Analyses of Biomarker Studies for Risk Prediction
Lectures 16 & 17: Population Attributable Fraction and Absolute Risk Estimation
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