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Adjusted Plus-Minus: Six-Season Averages
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Ilardi



Joined: 15 May 2008
Posts: 263
Location: Lawrence, KS

PostPosted: Tue Aug 11, 2009 1:44 pm    Post subject: Reply with quote

schtevie wrote:
Perhaps, the most striking fact leaping from these APM tables has not been remarked upon because the 6 year average essentially repackages what are familiar facts from previous APM estimates spanning shorter durations. But I think it is worth pausing to appreciating the basketball greatness that is Kevin Garnett.

Taking LeBron James off the list - a phenomenon in his own right, but one of a different generation - KG has been 75% better than the next best player who can be described as his contemporary. And that is Tim Duncan. Tim Duncan! 75%!

A moment of silence, please.


Seriously. Even knowing how dominant KG has been on the APM front for the past several seasons, I was stunned to see a gap of that magnitude.

And last year, despite 14 seasons on his odometer, he still wound up as the highest-rated defensive player in the league!
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erivera7



Joined: 19 Jan 2009
Posts: 178
Location: Chicago, IL

PostPosted: Tue Aug 11, 2009 4:03 pm    Post subject: Reply with quote

The fact Kevin Garnett has only garnered one Most Valuable Player award in his playing career is laughable.
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Mike G



Joined: 14 Jan 2005
Posts: 3574
Location: Hendersonville, NC

PostPosted: Tue Aug 11, 2009 6:02 pm    Post subject: Reply with quote

Shaq, Olajuwon, and Robinson only got one.
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DSMok1



Joined: 05 Aug 2009
Posts: 602
Location: Where the wind comes sweeping down the plains

PostPosted: Mon Sep 14, 2009 8:38 am    Post subject: Reply with quote

Ilardi:

You said at the beginning of this thread that you compiled the APM data for 6 years, with help from Beech and Aaron B. Is that data available to the public? I've had a bit of trouble finding each year's data, complete with the standard error term (which is critical). Can you provide the data, or link to the sources where you got it?

Thanks!
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Ilardi



Joined: 15 May 2008
Posts: 263
Location: Lawrence, KS

PostPosted: Mon Sep 14, 2009 12:02 pm    Post subject: Reply with quote

DSMok1 wrote:
Ilardi:

You said at the beginning of this thread that you compiled the APM data for 6 years, with help from Beech and Aaron B. Is that data available to the public? I've had a bit of trouble finding each year's data, complete with the standard error term (which is critical). Can you provide the data, or link to the sources where you got it?

Thanks!


I'm afraid I'm not able to provide the dataset (per the conditions under which parts of it were provided to me), but Aaron has made at least 3 years' worth of his raw lineup data available on his website: basketballvalue.com. So, that gets you at least half of the way there.

And, of course, no one can provide you with the standard error terms in any such dataset: that's something you have to estimate within the APM model itself.

P.S. Most people on the forum refer to me as Steve, although I suppose I'll answer to just about anything.
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DSMok1



Joined: 05 Aug 2009
Posts: 602
Location: Where the wind comes sweeping down the plains

PostPosted: Mon Sep 14, 2009 12:43 pm    Post subject: Reply with quote

Ilardi wrote:

I'm afraid I'm not able to provide the dataset (per the conditions under which parts of it were provided to me), but Aaron has made at least 3 years' worth of his raw lineup data available on his website: basketballvalue.com. So, that gets you at least half of the way there.

And, of course, no one can provide you with the standard error terms in any such dataset: that's something you have to estimate within the APM model itself.

P.S. Most people on the forum refer to me as Steve, although I suppose I'll answer to just about anything.


Thanks, Steve (I usually use each person's handle)!

I don't really need the original dataset--what I am looking for is the already-computed 1-year adjusted +/- ratings for as many years as possible. I am working on the projection system detailed elsewhere and I don't really want to use inter-correlated data (stabilized or 2-year values)--just 1-year versions, full of error though they may be. I know BasketballValue published the 1-year numbers for the last two seasons--are 1-year numbers available elsewhere?

You said you were working on your "stabilized" numbers for prior years--those also may work well in the model I'm working on, since they are so heavily weighted toward the current year. How is that coming? The school year started, so I suppose you're rather busy!
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Ilardi



Joined: 15 May 2008
Posts: 263
Location: Lawrence, KS

PostPosted: Mon Sep 14, 2009 9:34 pm    Post subject: Reply with quote

Ah, right. I'm actually hoping to publish those numbers in article form some time in the next month or so . . . still have to run a few of the seasons and compile everything in a single spreadsheet. I'll keep you posted, though.
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Italian Stallion



Joined: 04 Mar 2009
Posts: 112

PostPosted: Wed Sep 16, 2009 7:06 pm    Post subject: Reply with quote

First off, even though a 6 year study doesn't take yearly changes in form due to age/experience into account and also doesn't consider injury etc.... I think it does give a great look a most players that can them be subjectively altered to account for those things.

Thanks so much for posting this info.

I have one question.

Has anyone tried to take this information and then back into a system that would weight the various individual stats like scoring, rebounds, blocks, steals TS% etc.... and produce these +/- stats?

There are lots of debates about the proper weighting of various factors and this might be a great way of taking another look at it.
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DJE09



Joined: 05 May 2009
Posts: 148

PostPosted: Wed Sep 16, 2009 7:12 pm    Post subject: Reply with quote

Do you mean a Statistical +/-?
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Crow



Joined: 20 Jan 2009
Posts: 806

PostPosted: Thu Sep 17, 2009 2:19 am    Post subject: Reply with quote

Neil Paine has picked up the torch for keeping statistical +/- data available and improving it.

Check for posts here or at the blog at basketball-reference.com


I've occasionally made the pitch for keeping Dan Rosenbaum's overall +/- (combining adjusted and statistical) alive in some form. With Steve Ilardi's advancement in reducing noise I think adjusted could grow to being a relatively equal partner with statistical instead of the 15-20% weight tail that Dan made it in the original overall +/- immediately after producing pure adjusted. Or you can let it do the whole job if you want and are confident enough in it.


Off and on I've also pitched the related idea of giving the main actor or main 2 actors on a a play a good share of the credit or blame for offense and for defense (half to 2/3rds) directly using standard linear weights or statistical +/- regression derived weights and then dividing the rest of the credit equally among the non=main actors of the play to try to stay faithful to who actually had the most opportunity and responsibility for impact. But you could also perhaps restrict the direct credit operation to say half the value (or whatever share you want to give this direct credit operation) based on the last and generally "most important" action in the specific play and let adjusted "find" the split for the rest as it will from among everyone instead of letting it divide the full amount based on the season level data. But there doesn't seem to be much other interest in this general pursuit or this specific integrated approach.
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