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East Finals: Detroit - Cleveland

 
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Mike G



Joined: 14 Jan 2005
Posts: 1521
Location: Delphi, Indiana

PostPosted: Fri May 25, 2007 7:41 pm    Post subject: East Finals: Detroit - Cleveland Reply with quote

After 2 games --
There's just one superstar in this series, but it isn't who we'd have expected.
Code:
 eW    per-36 rates    tm   Min   Eff%    Sco   Reb   Ast    PF   Stl   TO   Blk    T
.43   Wallace,Rasheed  Det   37   .646   23.6  12.2   2.8   3.1   1.0   1.5  4.6   44.8
.27   Hamilton,Richard Det   40   .500   23.0   2.4   5.1   2.3   1.9   1.9   .0   31.7
.25   Varejao,Anderson Cle   29   .587   21.5  13.7    .6   2.9   1.7   2.3  1.2   36.3
.24   James,Lebron     Cle   45   .387   13.5   7.0   6.3    .8   2.9   3.3   .4   28.2
.22   Ilgauskas,Zydrun Cle   31   .481   18.6  13.0   1.2   2.4    .6   1.2   .6   32.9

.16   Webber,Chris     Det   22   .358   19.2  10.0   4.8   4.3   1.7   3.5   .9   33.9
.12   Billups,Chauncey Det   41   .788   19.7   2.8   5.4   1.4    .0   5.4   .0   22.0
.11   Maxiell,Jason    Det   18   .625   19.7   6.5   1.0   3.6    .9    .9  2.7   31.0
.06   Gibson,Daniel    Cle   13   .375   12.1   7.8   3.5   3.6   1.2   1.2  2.4   27.5
.06   Gooden,Drew      Cle   21   .500   11.6   5.9   2.6   3.6   2.7   1.8   .0   21.7

.03   Pavlovic,Sasha   Cle   32   .460   16.0   0.0    .0   2.4   1.8    .6   .0   17.3
.03   Delfino,Carlos   Det    8   .750   17.3   7.5   2.0   5.4    .0   1.8   .0   24.8
.03   Hughes,Larry     Cle   42   .333    7.9   4.8   2.1   1.8   1.8   1.3   .4   16.4
.02   Mcdyess,Antonio  Det   18   .300    5.6   7.5   2.0   2.7    .0   1.8  2.7   16.8
.01   Marshall,Donyell Cle   16   .444    9.2   6.4    .0   6.0    .0    .0   .0   15.6

-.01  Prince,Tayshaun  Det   42   .196    3.4   4.6   6.3    .9    .0   1.8   .0   13.8
-.02  Snow,Eric        Cle    9   .100    1.0   3.5   4.7   1.6    .0   1.6   .0    8.4
-.05  Hunter,Lindsey   Det   10   .500    4.2   1.6    .0   1.5   1.5   4.6   .0    1.0

Pavlovic hasn't registered a Reb or an Ast in 63 Min; nor any FT.
Lebron is about 11 'units' (T rate) off his game; guarded by Prince, who is down about the same.
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Mike G



Joined: 14 Jan 2005
Posts: 1521
Location: Delphi, Indiana

PostPosted: Wed May 30, 2007 10:10 am    Post subject: Reply with quote

Series tied 2-2

Lebron's surged into the leadership without any true breakout. It's just relative to the generally supressed offenses in this series.
Code:
eWin   per-36 rates     tm   Min   Eff%   Sco   Reb   Ast    PF   Stl   TO   Blk    T
1.00  James,Lebron     Cle   45   .497   21.7   7.4   8.0    .8   2.4   2.8   .2   39.5
.56   Wallace,Rasheed  Det   38   .577   16.9   9.0   2.0   3.1   1.4   1.2  2.9   31.5
.38   Ilgauskas,Zydrun Cle   33   .500   16.9  10.6   1.2   1.9    .5   1.6   .5   28.1
.36   Hamilton,Richard Det   39   .460   17.7   4.5   3.4   2.8   1.2   1.4   .0   25.8
.29   Webber,Chris     Det   23   .434   16.8   9.4   3.7   4.3   1.9   2.7   .4   29.7

.25   Gibson,Daniel    Cle   22   .629   20.3   5.0   2.2   3.2   1.2   2.0  1.2   28.0
.25   Gooden,Drew      Cle   26   .539   17.6   7.7   1.1   3.7   1.4   1.7   .3   25.9
.23   Billups,Chauncey Det   41   .579   17.5   4.0   3.7   1.5    .7   4.8   .0   21.9
.22   Varejao,Anderson Cle   23   .518   14.0  12.2    .8   5.0   1.5   2.3   .8   26.1
.21   Mcdyess,Antonio  Det   22   .473   12.5  10.1   2.5   4.4    .0   1.2  2.4   26.3

.13   Maxiell,Jason    Det   12   .594   16.9   7.2    .7   4.2    .7    .7  2.8   27.2
.07   Pavlovic,Sasha   Cle   35   .500   12.9   1.8   2.0   2.1   1.5    .3   .0   18.1
.04   Prince,Tayshaun  Det   44   .363    8.8   5.3   3.9   1.5    .4   2.3   .0   17.0
.03   Murray,Ronald    Det    9   .625   13.1   3.4   4.2   1.0    .0   2.0   .0   19.9
.03   Delfino,Carlos   Det    6   .667   15.7   6.9   1.6   6.0    .0   1.5   .0   21.3

.00   Hughes,Larry     Cle   30   .362    8.5   4.4   2.6   2.1   1.5   1.8   .3   16.0
-.01  Snow,Eric        Cle    5   .167    3.4   6.0   5.8   1.8    .0   1.8   .0   14.8
-.01  Marshall,Donyell Cle   14   .441   11.3   5.8    .0   5.7    .0    .6   .6   15.5
-.03  Hunter,Lindsey   Det    7   .833    9.1   3.0   2.7   5.2   1.3   3.9   .0   11.7
-.07  Jones,Damon      Cle    7   .250    3.7   1.4   1.3   6.0    .0    .0   .0    5.0
 

Lebron's foul rate is unconscionably low. About half that of any other major player. His TO are also quite decent.
Cavs have the two best scorers?
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Mike G



Joined: 14 Jan 2005
Posts: 1521
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PostPosted: Fri Jun 01, 2007 12:33 pm    Post subject: Reply with quote

OK, after the LeBron Game he has 64% of the Cavs' eWins.
Code:
eWin   per-36 rates     tm   Min   Eff%   Sco   Reb   Ast    PF   Stl   TO   Blk    T
1.67  James,Lebron     Cle   46   .525   25.8   7.9   7.9   1.2   2.3   2.7   .2   43.4
.75   Wallace,Rasheed  Det   39   .544   16.0   9.0   2.0   3.2   1.3    .9  2.6   29.6
.53   Ilgauskas,Zydrun Cle   34   .528   16.3  10.4   1.4   3.0    .4   1.5   .9   26.7
.52   Hamilton,Richard Det   41   .478   17.9   4.0   3.7   3.1    .9   1.8   .2   24.5
.41   Webber,Chris     Det   24   .491   17.6   9.2   2.7   4.5   1.7   2.5   .6   28.0
.37   Billups,Chauncey Det   44   .577   17.2   4.6   3.7   1.6    .5   4.0   .0   21.1
.24   Gooden,Drew      Cle   27   .487   14.1   7.9   1.2   4.5   1.3   1.6   .3   21.8
.19   Gibson,Daniel    Cle   24   .600   16.3   3.4   1.8   3.7    .8   1.3   .8   20.7
.18   Varejao,Anderson Cle   25   .522   11.2   9.2    .6   4.1   1.5   1.8  1.0   20.2
.14   Mcdyess,Antonio  Det   18   .473   10.0   8.7   2.1   3.9    .0   1.0  2.0   20.4
.12   Maxiell,Jason    Det   15   .654   13.2   6.1    .4   3.4    .7    .7  2.2   20.7
.10   Prince,Tayshaun  Det   41   .359    8.4   6.6   4.1   2.0    .6   2.8   .0   16.5
.06   Pavlovic,Sasha   Cle   36   .450   10.3   3.5   1.8   2.4   1.2    .8   .0   15.8
.00   Murray,Ronald    Det    7   .620    9.8   2.8   3.4    .8    .0   1.6   .0   14.5
-.02  Delfino,Carlos   Det    6   .571    7.6   3.7   2.5   3.2    .8   1.6   .0   12.2
-.03  Hunter,Lindsey   Det    8   .434    4.9   4.6   2.8   3.3   1.3   2.0   .7   11.6
-.04  Snow,Eric        Cle    5   .140    1.2   3.2   3.0    .9   1.8    .9   .0    9.3
-.04  Hughes,Larry     Cle   30   .421    8.5   3.9   2.4   2.6   1.4   2.4   .2   13.4
-.07  Marshall,Donyell Cle   14   .417    6.4   5.2    .0   4.1    .0    .4   .8   10.3
-.11  Jones,Damon      Cle    8   .375    3.8    .7    .7   3.8    .0    .0   .0    4.0

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Mike G



Joined: 14 Jan 2005
Posts: 1521
Location: Delphi, Indiana

PostPosted: Mon Jun 04, 2007 5:53 am    Post subject: Reply with quote

Cavs 4, Pistons 2

The most individual-dominated series I've ever seen, statistically. Pistons total 2.57 eW, to LeBron's 2.11 .
Code:
eWin   per36 rates      tm   Min   Eff%   Sco   Reb   Ast   PF   Stl   TO   Blk    T
2.11  James,Lebron     Cle   46   .518   25.4   8.8   8.5   1.1  2.3   2.7   .4   44.9
.81   Wallace,Rasheed  Det   38   .515   15.5   8.2   2.0   3.8  1.7   1.0  2.7   28.7
.75   Hamilton,Richard Det   40   .503   20.6   4.2   3.5   3.7  1.3   2.2   .2   27.0
.71   Ilgauskas,Zydrun Cle   32   .534   17.3  11.6   1.3   3.2   .6   1.5  1.0   29.1
.50   Webber,Chris     Det   25   .518   18.4   9.3   2.2   4.8  1.4   2.4   .5   27.9

.42   Gibson,Daniel    Cle   25   .691   21.3   3.9   1.9   3.8   .6   1.4   .6   25.8
.34   Billups,Chauncey Det   44   .571   15.8   3.9   3.1   1.5   .7   3.4   .1   19.6
.21   Gooden,Drew      Cle   27   .464   13.8   7.6   1.1   4.3  1.1   2.2   .2   19.8
.15   Varejao,Anderson Cle   26   .479    9.9   8.4    .5   3.9  1.6   1.6   .8   18.2
.14   Prince,Tayshaun  Det   41   .335    7.6   6.6   4.3   2.3   .8   2.5   .2   16.7

.10   Mcdyess,Antonio  Det   20   .435    8.6   7.9   1.7   3.8   .2   1.0  1.7   18.0
.06   Maxiell,Jason    Det   13   .654   11.0   5.1    .3   2.9   .6    .6  1.9   17.5
.05   Pavlovic,Sasha   Cle   34   .449   11.1   3.5   1.9   3.1  1.1   1.5   .0   15.5
.05   Hughes,Larry     Cle   30   .435    9.5   3.9   3.1   2.2  1.4   2.4   .2   15.6
.00   Murray,Ronald    Det    7   .534    8.6   3.7   3.3   1.1   .0   1.1   .0   14.9

-.05  Delfino,Carlos   Det    6   .444    5.1   3.5   1.8   3.0   .6   1.8   .0    8.1
-.06  Snow,Eric        Cle    6   .140     .9   2.1   2.2    .6  1.9    .6   .0    7.6
-.08  Hunter,Lindsey   Det   10   .437    4.9   3.9   2.2   3.4   .9   2.1   .4    9.0
-.09  Marshall,Donyell Cle   14   .409    5.9   5.0    .0   4.1   .0    .3   .9    9.9
-.13  Jones,Damon      Cle   10   .286    2.9   1.4   2.4   2.8   .0    .0   .0    6.3

Historically the Piston's 2 greatest stepper-uppers, Billups and Prince disappeared offensively.
Gibson was 12-24 from the arc, 33-37 on FT.
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gabefarkas



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PostPosted: Mon Jun 04, 2007 6:09 am    Post subject: Reply with quote

Mike - with Sheed and Rip as the Pistons' top 2 performers, how does their RS/PO ratio look for this series?
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Nikos



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PostPosted: Mon Jun 04, 2007 7:38 am    Post subject: Reply with quote

Seems like this is similiar to the 2006 NBA Finals. Lebron and good defense -- Dwayne Wade and good team defense beats the Mavs. Could this happen against the Spurs as well? Will Lebron dominate?

What were the rates again for the 06 finals?
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Mike G



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PostPosted: Mon Jun 04, 2007 3:16 pm    Post subject: Reply with quote

Nikos, last year's numbers are here:

http://sonicscentral.com/apbrmetrics/viewtopic.php?t=811

Gabe, there's a partial explanation of eWins in the same thread.

(These things can be found with a little poking around.)
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Nikos



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PostPosted: Tue Jun 05, 2007 1:10 pm    Post subject: Reply with quote

Were the 2006 NBA Finals using your previous formula, where most rates were a little on the low side?

Wade's score is a lot higher than Lebrons, he just has less assists and rebounds -- why is Lebron's contributions so much higher?
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Mike G



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PostPosted: Tue Jun 05, 2007 2:10 pm    Post subject: Reply with quote

Wade scored (standardized) about 5 pts/36 better. Lebron Assisted about 5 better, and he rebounded another 2.2 . All else is about equal, and LeBron played an extra 2 mpg.

This year's RPR (replacement player rate) was about 14.5 in the 3rd round. In last year's Finals, it was 13.5. The lower RPR gives more eWins to lesser players; leaving a bit less for the stars.

Last year's rates are adjusted to essentially be equivalent to previous years. The difference is that players' unassisted-FG % makes some look better and others look worse.
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gabefarkas



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PostPosted: Tue Jun 05, 2007 8:29 pm    Post subject: Reply with quote

Mike G wrote:

This year's RPR (replacement player rate) was about 14.5 in the 3rd round. In last year's Finals, it was 13.5. The lower RPR gives more eWins to lesser players; leaving a bit less for the stars.


When you determine RPR for a specific series, what is the basis for your calculations? Is it just the 2 teams involved, all playoff teams, or the entire league?
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Mike G



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PostPosted: Tue Jun 05, 2007 9:37 pm    Post subject: Reply with quote

RPRate just falls out of the eW calculation. When I started experimenting with eW, I assumed a guy with T=15 is contributing half as much as a T=30 guy. But I subtracted an arbitrary number from T*Min, thinking it would be close to zero. But it's generally around 12.

It's counterintuitive, but RPR seems to rise when competition is severe. Players rates drop AND less of their stat total seems to be correlated to wins. Wins seem to be dictated even more by the best players. Maybe that does make sense.

I've just come to realize the way to go about it is to have a separate sheet for every playoff series. So far, I've only done this for the last 2 Finals. (A sheet generates unique parameters: weights for stats, starter/sub factor, tm/opp reb exponent, RPR, etc.)

I just have 5 sheets for the playoffs; one for each level, and one for the total field. This last one is weird because teams have played anywhere from 4 to 16 games. Player eWins added series by series don't equal the summary sheet's results.

It's all good, though. Each year builds on the previous one. Maybe it'll settle into a 'formula', and maybe not.
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Nikos



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PostPosted: Wed Jun 06, 2007 8:12 am    Post subject: Reply with quote

I guess what stinks is with all these methodology/formula changes you have, their is no base to compare past players with todays players. I guess you could from about 2003 to NOW due to additional stats and likelihood you tried different approaches and included more stats with those particular years.

Do you have standardized Ewin/Rate stats from about 2003 to now?
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NickS



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PostPosted: Wed Jun 06, 2007 10:55 am    Post subject: Reply with quote

Mike G wrote:
It's all good, though. Each year builds on the previous one. Maybe it'll settle into a 'formula', and maybe not.


Have I mentioned how much admiration I have for your work on eWins based on your posts here? If not, allow me to.

I think there is no substitue for experimentation in method. I do hope that you continue to go back the other direction and think about what theoretical results are implied by the formula.

For example, I'm really curious about this:

Mike G wrote:
Players rates drop AND less of their stat total seems to be correlated to wins. Wins seem to be dictated even more by the best players.


What do you mean when you say that "less of their stat total seems to be correlated to wins." Are individual components of their total less correlated, or is there a general reduction in correlation?

I have been trying to figure out a statistical explanation for the puzzle of why (1) playoff games tend to be closer than regular season games AND (2) there are less upsets in the playoffs than in the regular season. Why is that?
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Mike G



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PostPosted: Wed Jun 06, 2007 1:33 pm    Post subject: Reply with quote

Nick, I worded that most awkwardly. RPR is subtracted from T-rate, and this is multiplied by a player's minutes, and by a number generated by the 'goal seek' function in Excel. The 'goal' here is for the total of all players' eWins to add up to the number of games played.

So in my example, if RPR = 12, the T=30 player is left with 18 'positive credits' per 36 minutes, and the T=15 player is left with just 3. So I'd say the 'star' is producing wins 6 times as effectively as the 'sub', per minute.

Are there fewer upsets in playoffs? Well, series are a different dynamic than single games vs an opponent. In the season, the Spurs don't win as often as they should, but they rest their players more than anyone else. They get upset during the season, and in playoffs they prevail.

In playoffs, we seldom see a major player miss a game due to small injuries or personal issues. LeBron will play, and let his daughter deliver herself.
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NickS



Joined: 30 Dec 2004
Posts: 248

PostPosted: Wed Jun 06, 2007 1:44 pm    Post subject: Reply with quote

Mike G wrote:
Are there fewer upsets in playoffs? Well, series are a different dynamic than single games vs an opponent. In the season, the Spurs don't win as often as they should, but they rest their players more than anyone else. They get upset during the season, and in playoffs they prevail.


I believe that if you modeled a playoff series as a set of unrelated events with a probability based on some estimated win% that you would predict more upsets than actually occur. I also believe that this would be true if you used teams after-the-fact point differential based on that series.

I have not run the math on this, but I feel like playoff series are less random than you would expect.
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