Sports Analytics Summit in San Francisco (Sept 20-21)

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EvanZ
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Sports Analytics Summit in San Francisco (Sept 20-21)

Post by EvanZ »

I'm going to this (since I'm living in the Bay Area now), thought I'd post the announcement.

http://analytics.theiegroup.com/sports

Kirk Lacob giving a talk:

The Golden State Warriors Silicon Valley Startup: A New Era
Perspective on Technology & Data Analysis


Ben Alamar (OKC):

Treating Analytics as Innovation - Getting Good Tools Used

Kirk Goldsberry:

Visual Analytics for the NBA

Also looking forward to a football talk from Keith Goldner who does some cool Markov models:

Situational Analysis in the NFL & Fantasy Analytics
Crow
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Re: Sports Analytics Summit in San Francisco (Sept 20-21)

Post by Crow »

I'd be interested in hearing your report on the NBA topics after the fact.
EvanZ
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Re: Sports Analytics Summit in San Francisco (Sept 20-21)

Post by EvanZ »

Crow wrote:I'd be interested in hearing your report on the NBA topics after the fact.
By Twitter, of course. :)
Crow
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Re: Sports Analytics Summit in San Francisco (Sept 20-21)

Post by Crow »

If you want to post 300 tweets, that is fine. I'll read that.

By the way, when does your new metric get unveiled? Any blending involved?

I hope when you met one or both of the Lacobs they indicate they have read your stuff.
EvanZ
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Re: Sports Analytics Summit in San Francisco (Sept 20-21)

Post by EvanZ »

Crow wrote:
By the way, when does your new metric get unveiled? Any blending involved?
I'll tell you what I did, but I want to work on it more before I post anything. The weights for A4PM were originally based on a regression on RAPM. I wanted to see what would happen if added interaction terms to the regression. So, for example, OREB*ORR*OFTR, etc. The rankings that currently are in the lead on my site ("C" - 89% of the vote currently) are the ones done with those interaction terms included. "A" is RAPM (mine, not Jerry's). "B" is A4PM without the interaction terms.

Before I write more about it, though, I'd like to do more validation. Specifically, I want to calculate the predictive errors of each system. Adding all those interaction terms might give a better fit to the data, but may result in overfitting and worse prediction. (And I would be the first to admit that people may not like the idea of adding those terms, because the model becomes more of a black box.)

Hoping to get something done by the end of September, though.
Crow
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Re: Sports Analytics Summit in San Francisco (Sept 20-21)

Post by Crow »

Thanks for the explanation.

Would you have any interest in blending those 3 as another mark? From a technical perspective what would be the pluses and minuses of doing so? Could machine learning or some other technique be used to fine-tune the mix? Is the analogy of a multi-element lens applicable and useful or not?
kpascual
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Re: Sports Analytics Summit in San Francisco (Sept 20-21)

Post by kpascual »

Awesome, an analytics conference in SF. But damn is that registration price steep. Evan, any chance you want to meet in person after the conference?
EvanZ
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Re: Sports Analytics Summit in San Francisco (Sept 20-21)

Post by EvanZ »

For sure, send me a pm and some contact info. You live in the Bay Area?
kpascual
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Re: Sports Analytics Summit in San Francisco (Sept 20-21)

Post by kpascual »

Evan, sent you a PM! I'll be lurking around on Thursday.
Crow
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Joined: Thu Apr 14, 2011 11:10 pm

Re: Sports Analytics Summit in San Francisco (Sept 20-21)

Post by Crow »

The non-twitter update.
http://www.goldenstateofmind.com/2012/9 ... ion-summit
Would have taken 51 tweets.

Doesn't sound like it was that thrilling.
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