Binomial Basketball
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Binomial Basketball
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Binomial Basketball
NBA statistics to understand and predict performance
Launched 9 months ago
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Reworking NBA.com's "Percentile" Column
Putting confidence intervals on an overconfident metric
Binomial Basketball
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Reworking NBA.com's "Percentile" Column
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Player Consistency Modeling
A league-wide survey
Binomial Basketball
Feb 23
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Player Consistency Modeling
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Predicting Sensational Stats, pt 3
Taking a closer look at player consistency.
Binomial Basketball
Feb 20
3
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Predicting Sensational Stats, pt 3
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How I manage hundreds of NBA models
MLFlow, Stan, git
Binomial Basketball
Feb 16
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How I manage hundreds of NBA models
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The Evolution of NBA Shot Selection
When did centers start shooting threes?
Binomial Basketball
Feb 14
2
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The Evolution of NBA Shot Selection
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Defensive Modeling, part 1
Which teams jam up offensives?
Binomial Basketball
Feb 8
2
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Defensive Modeling, part 1
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FiveThirtyEight's RAPTOR Model is not Calibrated
What is Model Calibration? Why Does it Matter?
Binomial Basketball
Jan 26
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FiveThirtyEight's RAPTOR Model is not Calibrated
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Making Predictions on Player Shooting Ability with little data
For G-League players, there's not much data to predict a player's shooting ability. So how can we make use of whatever data we have?
Binomial Basketball
Jan 23
3
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Making Predictions on Player Shooting Ability with little data
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Binomial Basketball
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