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Chapter 9 · Statistical FoundationsAdvanced
The Negative Binomial Distribution
Handle overdispersed data and boom-or-bust players.
7 lessons~50 minIncludes exercisesInteractive calculators
Lessons
When Consistency Isn't the Whole StoryRecognizing overdispersion in player data
What Is Negative Binomial?Adding the dispersion parameter (r)
Detecting Overdispersion (VMR)Detecting overdispersion in your data
Calculator
Estimating the Dispersion ParameterCalculating the r parameter from data
Calculator
Calculating ProbabilitiesUsing negative binomial for prop pricing
Calculator
Sport-Specific ApplicationsApplying negative binomial across sports
Practical Workflow and ExercisesBuild a negative binomial prop calculator
ExerciseCalculator