AS Do a Much Better Job
of Representing Player's Influence

• Or You Don't Comprehend the Advanced Statistics or ...
• O Ustedes no Entienden las Estadísticas de Avanzada o ...


( para Traducción al Español= Ver a Continuación )

A contribution by Brian Denver to the 'Advanced Basketball Stats Debate'!
Basketball Advanced Statistics OR / AND / WITH
Basketball Conventional Statistics... THAT is the question !


I however come over the sensation most participants in this discussion about the advanced stats either don't comprehend advanced statistics, appreciate advanced statistics, or both.

Advanced stats have their imperfections and are far from superlative, without any doubt. But I believe they do a much better job of representing player's influence than accustomed statistics.


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What do the axes mean? Using Linear Discriminant Analysis, I reduced over 50 dimensions (i.e. USG%, TS%, 3P%, AST%, BLK%, etc.) into 2 dimensions (i.e. principal components) which make up the (x,y) coordinates. These 2 principal components are essentially linear combinations of the original dimensions, and can be plotted on an XY plane for clustering and analysis In this Image from fastbreakdata.com by Alex Cheng presented by eBA Stats Basketball Statistics Analysis . Image: sbnation.com

What do the axes mean? Using Linear Discriminant Analysis, I reduced over 50 dimensions (i.e. USG%, TS%, 3P%, AST%, BLK%, etc.) into 2 dimensions (i.e. principal components) which make up the (x,y) coordinates. These 2 principal components are essentially linear combinations of the original dimensions, and can be plotted on an XY plane for clustering and analysis (Click on the image to continue reading the article by Alex Cheng!)


Un aporte de Brian Denver al 'Debate sobre las Estadísticas Avanzadas'!
Estadísticas de Avanzada del Baloncesto O / Y / CON
las Estadísticas Convencionales del Baloncesto ... ESA es la cuestión!


Yo tengo la impresión de que muchos participantes en este debate sobre las estadísticas de avanzada, o no las entienden, no las aprecian o ambas cosas.

Las estadísticas de avanzada tienen muchas imperfecciones y están lejos de ser perfectas, sin ninguna duda. Pero pienso que hacen un trabajo mucho mejor en la representación del impacto del jugador que las estadísticas convencionales.


Traducción & Enlaces: eBAstats - las estadísticas del baloncesto

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