Eyal Shafran
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NCAA Simple Rating System

Date Sun 10 May 2020 By Eyal Shafran Category Code Tags data science / ncaa / regression
/covers/Simple Rating System.png

Team strength calculation via regression. This regression method is going to be compared to the one in the post Team Strength. The method that is a better predictor of the NCAA tournament is going to be used as a feature in order to predict the tournament outcomes.

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NCAA Team Strength

Date Wed 06 May 2020 By Eyal Shafran Category Code Tags data science / ncaa / regression
/covers/Teams Strength.png

Team strength calculation via regression. The team strength is going to be used as a feature in order to predict the NCAA tournament outcomes.

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Four Factors

Date Fri 24 November 2017 By Eyal Category Code - Deprecated Tags python / NBA / four factors / regression / home court
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In this post I'm going to explore Dean Oliver's Four Factors, compute the weight of each factor based on linear regression and see how those factors are influenced by home court advantage.

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