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Adjusted Plus-Minus Update
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Ilardi



Joined: 15 May 2008
Posts: 265
Location: Lawrence, KS

PostPosted: Wed Feb 11, 2009 11:27 am    Post subject: Adjusted Plus-Minus Update Reply with quote

I've just calculated mid-season adjusted plus-minus numbers for 2008-09, using the same multi-season methodology that Aaron B. and I used last year to reduce model noise (http://www.82games.com/ilardi2.htm).

Specifically, I used all seasons from 2003-2009 (Through Feb 3, 2009), but weighted prior seasons much less heavily (.125 for 07-08, .078 for 03-07 regular seasons, playoffs double).

Here are this year's Top 10 on overall APM:

Team Player Minutes Offense Defense Error Total
CLE James, LeBron 1807 11.31 5.70 1.20 17.02
NOH Paul, Chris 1571 9.51 6.78 1.57 16.29
BOS Garnett, Kevin 1464 6.49 6.93 1.35 13.42
PHI Iguodala, Andre 1858 4.14 8.99 1.27 13.13
MIA Wade, Dwayne 1826 10.70 1.85 1.32 12.55
HOU Ming, Yao 1408 3.49 8.11 1.21 11.60
POR Aldridge, LaMarcus 1770 4.65 5.56 1.39 10.21
DAL Kidd, Jason 1651 4.84 4.65 1.14 9.49
ORL Lewis, Rashard 1807 5.78 3.58 1.09 9.37
SAS Duncan, Tim 1587 4.78 4.22 1.31 9.00


(Sorry about the lack of formatting; I simply pasted straight from an Excel table - I'll be happy to fix it if someone can step me through the process on this interface.)


A quick observation: Chris Paul's defensive rating is dramatically higher than it was last year (improving from -4.54 to +6.78 this season). As a result, he now battles LeBron for the greatest overall APM impact.

I'd be curious to hear your thoughts on what (if anything) might account for this marked improvement, especially from those of you who have watched the Hornets extensively for the past couple seasons . . .
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Ryan J. Parker



Joined: 23 Mar 2007
Posts: 711
Location: Raleigh, NC

PostPosted: Wed Feb 11, 2009 11:31 am    Post subject: Reply with quote

Just use the Code button:

Code:
Team Player              Minutes Offense Defense Error Total
CLE  James, LeBron       1807    11.31   5.70    1.20  17.02
NOH  Paul, Chris         1571     9.51   6.78    1.57  16.29
BOS  Garnett, Kevin      1464     6.49   6.93    1.35  13.42
PHI  Iguodala, Andre     1858     4.14   8.99    1.27  13.13
MIA  Wade, Dwayne        1826    10.70   1.85    1.32  12.55
HOU  Ming, Yao           1408     3.49   8.11    1.21  11.60
POR  Aldridge, LaMarcus  1770     4.65   5.56    1.39  10.21
DAL  Kidd, Jason         1651     4.84   4.65    1.14   9.49
ORL  Lewis, Rashard      1807     5.78   3.58    1.09   9.37
SAS  Duncan, Tim         1587     4.78   4.22    1.31   9.00

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Mountain



Joined: 13 Mar 2007
Posts: 1527

PostPosted: Wed Feb 11, 2009 12:34 pm    Post subject: Reply with quote

What steps? I tried using on one of my excel excerpts in my most recent post (1.Post section. 2. Highlight and click Code.) and it came out all scraggly and I couldn't fix it in repeated tries to adjust it.
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Ryan J. Parker



Joined: 23 Mar 2007
Posts: 711
Location: Raleigh, NC

PostPosted: Wed Feb 11, 2009 12:43 pm    Post subject: Reply with quote

Well I edited it with vim first. Embarassed
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supersub15



Joined: 21 Sep 2006
Posts: 273

PostPosted: Wed Feb 11, 2009 1:16 pm    Post subject: Reply with quote

Ryan J. Parker wrote:
Well I edited it with vim first. Embarassed


When I copy-paste from Excel, cell delimiters are replaced with tabs. I usually replace the tabs with spaces, then add the code tag. Is there a way to switch tabs to spaces automaticlly in VIM without having to do the alignment manually afterwards?
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Ilardi



Joined: 15 May 2008
Posts: 265
Location: Lawrence, KS

PostPosted: Wed Feb 11, 2009 1:19 pm    Post subject: Reply with quote

Back to the question of CP3's defensive improvement . . .


Last year, Paul's opposing PGs had an eFG% of 51.8%; this year it's down to 46.7%. Likewise, this year opposing PG assists are down, turnovers up, iFG% down, and PER down. All that with Chandler missing major minutes this year (and playing much less effectively on d when he's been in).
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Ryan J. Parker



Joined: 23 Mar 2007
Posts: 711
Location: Raleigh, NC

PostPosted: Wed Feb 11, 2009 1:32 pm    Post subject: Reply with quote

supersub15 wrote:
Ryan J. Parker wrote:
Well I edited it with vim first. Embarassed


When I copy-paste from Excel, cell delimiters are replaced with tabs. I usually replace the tabs with spaces, then add the code tag. Is there a way to switch tabs to spaces automaticlly in VIM without having to do the alignment manually afterwards?


You might try

:set ts=10

Or some other large number. So when you copy/paste you get the spaces that you want.
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Mountain



Joined: 13 Mar 2007
Posts: 1527

PostPosted: Wed Feb 11, 2009 1:55 pm    Post subject: Reply with quote

It is a dramatic turnaround.

I don't have deep first-hand knowledge on the situation.

Wonder how much is related to Posey. What's his defensive adjusted in New Orleans, single year or under the new weights?

Or maybe more importantly did the departure of Pargo and Jackson (good on raw team defense on/off) help Paul rate better- without those comparisons? Did the end of the two PG guard sets make Paul perform better?
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Ilardi



Joined: 15 May 2008
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Location: Lawrence, KS

PostPosted: Wed Feb 11, 2009 2:40 pm    Post subject: Reply with quote

This season:
Posey on offense: -0.16
Posey on defense: -1.43


I like the hypothesis about the end of the 2-pg sets this year giving CP a big boost on d, as it means he's no longer trying to guard 2s who are often 6+ inches taller.
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bastillon



Joined: 04 Nov 2008
Posts: 55

PostPosted: Wed Feb 11, 2009 5:42 pm    Post subject: Reply with quote

Ilardi wrote:
This season:
Posey on offense: -0.16
Posey on defense: -1.43


I like the hypothesis about the end of the 2-pg sets this year giving CP a big boost on d, as it means he's no longer trying to guard 2s who are often 6+ inches taller.


I wonder how is that ? Which way can he hurt the team ? Efficient shooter, making place in the middle and great team defender, especially on rotations and mismatches. Given that he's Peja's replacement it's almost impossible he's makin a bad effect on team defense. Can it be caused by the sets of players he's on the floor with or is it already in your adjusted formula ?
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dudeimstoked



Joined: 15 Oct 2007
Posts: 24

PostPosted: Wed Feb 11, 2009 11:20 pm    Post subject: Reply with quote

bastillon wrote:


I wonder how is that ? Which way can he hurt the team ? Efficient shooter, making place in the middle and great team defender, especially on rotations and mismatches. Given that he's Peja's replacement it's almost impossible he's makin a bad effect on team defense. Can it be caused by the sets of players he's on the floor with or is it already in your adjusted formula ?


maybe he's overrated. adjusted attempts to remove the other players that are on the floor with him.
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Mountain



Joined: 13 Mar 2007
Posts: 1527

PostPosted: Thu Feb 12, 2009 3:13 am    Post subject: Reply with quote

The 2 PG thing is probably part of it but Paul probably is playing better defense too. Hungry to advance.


Posey is near enough to neutral on both offense and defense which is not bad for a 6th man.
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Mike G



Joined: 14 Jan 2005
Posts: 3624
Location: Hendersonville, NC

PostPosted: Thu Feb 12, 2009 10:26 am    Post subject: Reply with quote

Sorry if it's been clarified already, but some questions still, about Adj+/- :

- Is 'garbage time' discounted at all? I know Dan R adopted a pretty strict policy about it, early on.

- It was mentioned that a possession doesn't count if it's less than 5 (?) seconds to play in a period. Otherwise it is considered to be a full possession?
Would it be better to call 12 sec .50 of a poss, 3 sec = .125 poss, etc?

- What about 'special situation' lineups: At the end of a period, you may put in 5 shooters, or 5 defenders. Especially in combination with the (few seconds) situation above, defenders may look pretty good on the average such possession. And the shooters/ballhandlers may look pretty bad.
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bchaikin



Joined: 27 Jan 2005
Posts: 690
Location: cleveland, ohio

PostPosted: Thu Feb 12, 2009 11:57 am    Post subject: Reply with quote

Chris Paul's defensive rating is dramatically higher than it was last year (improving from -4.54 to +6.78 this season).... I'd be curious to hear your thoughts on what (if anything) might account for this marked improvement...

wow - so he's dramatically better on defense now than he was just a year ago because adjusted +/- says so?...

how about looking at some new orleans hornets / chris paul on court/off court numbers for last year and this year (courtesy 82games.com):

here are hornets numbers with paul on court:

-----year--------------0708-----0809
pts/100poss off----116.0----115.0
pts/100poss def---107.6----106.1
--difference--------- +8.4 ---- +8.9
--min played-------- 3004 ---- 955

i don't see a whole lot of difference here from last season to this season - the offense is a bit worse now than last year, and the defense a bit better. now let's look at the hornets with paul off the court:

-----year--------------0708-----0809
pts/100poss off----100.6----- 98.9
pts/100poss def---101.4----113.5
--difference---------- -0.8 ---- -14.6
--min played-------- 1685 ----- 570

whoa - big difference here. without chris paul on the floor the hornets are much worse on defense now than just a year ago when paul was not on the floor. they allowed 101.4 pts/100poss without paul in 07-08, but a much worse 113.5 pts/100poss without paul now...

in 07-08 with paul their def pts/100poss allowed was 107.6, but much better without paul at just 101.4 pts/100poss allowed. last year in the chris paul thread you tried to convince us that paul was such a poor defender because of this that his poor defense for all intent and purpose negated his excellent offense...

but now a year later in 08-09 they are at 106.1 pts/100poss allowed with paul, better but not by much than in 07-08 at 107.6, yet without paul the team is much worse on defense now than a year ago at 113.5 pts/poss allowed per 100 possesions...

so because of what happened when chris paul was not on the floor both seasons you are trying to say that paul's defense is dramatically better now than a year ago, when what has occured when he was actually on the floor is not dramatically different than a year ago?...

how does what happened when paul did not in fact play affect his defense dramatically?...

the hornets went 56-26 last year in 07-08 and were 11th in the league in defense (lowest pts/poss allowed) and paul led the team in minutes played...

so far in 08-09 the hornets are on pace to go about 49-33 to 50-32, and the team is 13th in the league in defense, and paul is again leading the team in minutes played...

and the hornet's pts/poss on offense (116.0/115.0) and defense (107.6/106.1) are about the same each season with paul on the floor, and paul's stats across the board this year are quite similar to last year (shooting a bit better, almost 3%, rebounding about 25% better now)...

paul was a better than average to good defender in 07-08 (actually got the most votes among PGs for the all-D team, more than either billups or kidd), primarily because of his high steals, and so far in 08-09 is a better than average to good defender, again primarily because of his high steals...
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Mountain



Joined: 13 Mar 2007
Posts: 1527

PostPosted: Thu Feb 12, 2009 12:45 pm    Post subject: Reply with quote

Good add to the analysis Bob.

I looked at Paul at counterpart level and in player pairs for current vs. last season for differences. I also looked at the on/off but I guess I failed to compare equivalent parts season to season.

It does look to me that the off data is having a significant impact on the adjusted estimate, maybe too much. Here the very strong weight for the current season may perhaps be amplifying Paul's defensive number.

This is a challenging task.
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