STAT479
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Syllabus
Lecture Notes
Lecture 0: Boxscore Metrics
Lecture 2: Expected Goals
Lecture 3: Estimating XG
Lecture 4: Adjusted Plus/Minus
Lecture 5: Regularized Adjusted Plus/Minus
Lecture 6: Run Expectancy
Lecture 7: Offensive Credit Allocation in Baseball
Lecture 8: Defensive Credit Allocation in Baseball
Lecture 9: Multilevel Modeling
Lecture 10: NFl WAR
Lecture 11: Pitch Framing
Lecture 12: Bradley-Terry Models
Lecture 13: Tournament Simulation
Lecture 14: Markov Chains I
Lecture 15: Markov Chains II
Lecture 16: Plackett-Luce Models
Lecture 17: NFL Drive Simulation
Lecture Slides
Lecture 1
Lecture 2: Expected Goals
Lecture 3: Estimating XG
Lecture 4: Adjusted Plus/Minus
Lecture 5: Regularized Adjusted Plus/Minus
Lecture 6: Expected Runs
Lecture 7: Offensive Credit
Lecture 8: Defensive Credit Allocation & WAR
Lecture 9: Multilevel Models
Lecture 10: NFL WAR
Lecture 11: Pitch Framing
Lecture 12: Bradley-Terry Models I
Lecture 13: Bradley-Terry Models II
Lecture 14: Markov Chains I
Lecture 15: Markov Chains II
Lecture 16: Plackett-Luce Models
Lecture 17
Lecture 24
Lecture 25
Project 1 Information
Project 2 Information
Project 3 Information
Lecture 25
Lecture 1
Lecture 2: Expected Goals
Lecture 3: Estimating XG
Lecture 4: Adjusted Plus/Minus
Lecture 5: Regularized Adjusted Plus/Minus
Lecture 6: Expected Runs
Lecture 7: Offensive Credit
Lecture 8: Defensive Credit Allocation & WAR
Lecture 9: Multilevel Models
Lecture 10: NFL WAR
Lecture 11: Pitch Framing
Lecture 12: Bradley-Terry Models I
Lecture 13: Bradley-Terry Models II
Lecture 14: Markov Chains I
Lecture 15: Markov Chains II
Lecture 16: Plackett-Luce Models
Lecture 17
Lecture 24
Lecture 25
Lecture 25
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