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Category: Basketball

Posted onMay 21, 2021May 21, 2021Basketball

2021 NBA Playoffs Preview: First Round Model and Probabilities

by jdashbrock

The good thing about being a data guy is I can just write code for a few hours and deliver valuable insights like ‘The Philadelphia…

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Posted onMay 17, 2021May 17, 2021Basketball

NBA 2021 Playoffs Preview: Play-In Tournament

by jdashbrock

It’s the best time of the year – the 2021 NBA playoffs are upon us. In a normal year, the first round of the playoffs…

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Posted onApril 22, 2021April 23, 2021Basketball

[Quick Hit] How Often Do Players Average Their Age?

by jdashbrock

In the last year of writing for this blog, I’ve largely tackled ethereal, inconsequential questions including ‘Who are the best teams in the NBA/NCAAM?’, ‘Who…

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Posted onMarch 27, 2021March 27, 2021Basketball

[Quick Hit] Updated 2021 March Madness Predictions – Sweet 16

by jdashbrock

Because of the break in the action, I took the time to update my college basketball rankings in order to make my March Madness predictions…

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Posted onMarch 18, 2021March 18, 2021Basketball

March Madness Machine Learning 2020

by jdashbrock

Not a single sporting event causes more debate, excitement, talk of ‘strength of schedule’, and interest in analytics as March Madness. Every budding data scientist…

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Posted onMarch 6, 2021March 6, 2021Basketball

Efficiency Part 2: A New NBA Offensive Rating and NBA Defensive Rating System

by jdashbrock

Boiling everything down, success in the NBA can be directly linked to offensive efficiency and defensive efficiency. We’ll directly study these concepts with a new…

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Posted onFebruary 20, 2021December 14, 2021Basketball

Pace and Efficiency Part 1: Measuring and Predicting NBA Pace Stats

by jdashbrock

Different NBA teams play at different paces. Many different NBA pace stats exist, but how can we predict the pace of an upcoming game? Do…

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Posted onDecember 21, 2020December 22, 2020Basketball

NBA Power Rankings with Bayes Ensemble

by jdashbrock

2020 NBA Power Rankings Designing ways to generate power rankings for a particular league is one of the most important problems in sports analytics. About…

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Posted onDecember 12, 2020December 12, 2020Basketball

Benching Players in Foul Trouble: A non-homogeneous Poisson model for NBA fouls

by jdashbrock

Every sports manager is tasked with making decisions. Typically, they rely on years of experience and expertise in order to make the best decisions possible.…

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Posted onOctober 19, 2020October 19, 2020Basketball

[Quick Hit] 2 Ways to Analyze a Montrezl Harrell Max Contract

by jdashbrock

One of this year’s biggest free agents is Montrezl Harrell. Though he didn’t start, Montrezl was extremely effective in his limited minutes. Is a Montrezl…

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