## More on indiv w/L vs. replacement (long)

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• ... This is getting at what an individual win-loss record should mean. We could go round and round ... They change the marginal players, I think. I don t
Message 1 of 1 , May 2, 2002

>
>
> On Thu, 2 May 2002, HoopStudies wrote:
>
> [...]
>
> > OK.  Defining replacement value is an interesting
challenge.  James
> > used 0.350.  I always felt like basketball's number was
lower, maybe
35% of their
> > games and that corresponds to replacement level, then shouldn't
> > basketball's worst teams set replacement level?  Basically
an average
> > player on the worst team is probably a bum.  Think of all
the guys on
> > those rebuilding Chicago teams as pretty much replacement level
(that
>
> Makes sense ... one possible complication though is the
interaction
> between players on a team.  Maybe those Bulls teams had a bunch
of players
> whose win-loss level was, oh 35%.  And maybe that is the NBA's
replacement
> level.  Any squad, even the Lakers, will have some of these
players.  But
> if a team has NOTHING but 35% players, it's resulting won-loss
record
> might end up worse than 35%.  Because we can't assume that a
team's
> won-loss record will literally be the sum of its individual
players'
> records.  Maybe such a team should end up winning only 25% of
its games.
>

This is getting at what an individual win-loss record should mean.  We could go 'round and 'round

> > > So in your example question, my off-the-cuff estimate was
> > incorrect, the
> > > 8-8 player contributed more to the team.
> >
> > No, you were actually originally right.  8 - 6.6 = 1.4,
not 2.4 as
> > you wrote down.  The breakeven point at which these 2 guys
are
> > equivalently above the replacement level is 0.330.
>
> Interesting, because these replacement levels we're bandying about
are
> probably in the neighborhood of where a realistic NBA replacement
level
> would be.  If it is indeed at .20 or .25, then then 8-8 player
has
> contributed more than the 5-2 player.  At .33, it's a
wash.  At the Bill
> James figure of .35, the 5-2 player is better.
>
> All those replacement levels are plausible (in the absence of hard
data),
> but they lead to different conclusions.
>

They change the marginal players, I think.  I don't think they have a huge effect on the great players.  They shuffle them around a little, but Duncan is going to be best no matter what replacement level you set for this season.  Pierce is going to be up there.  Again, where it matters are for the Iversons and Stackhouses of the world -- the inefficient but productive scorers.  And, I should have thought of this before, these guys are where there are problems because they are bad players when they are on bad defensive teams.  On good defensive clubs, they are good players.  And a good defensive club is partially dependent upon an individual's ability, but very much dependent upon a coach and teammates.  So, if Stackhouse is scoring 30 ppg with a rating of 100 on a team like the  Pistons with a Drating of 97, he is well above replacement value.  But if he's doing the same on a team like the Pistons of a couple years ago with a Drating of 106, he's killing them.  Both of these guys have been players on some horrible clubs, teams that didn't play defense.  They both have good coaches now.  If Larry Brown leaves Philly (maybe even if Mutombo stays), Philly's D falls.  If Ben Wallace and Cliff Robinson leave Detroit, the Pistons' D falls.

Ugh.  Anyway, in a preliminary set of numbers, here are the offensive and defensive ratings for this year's players, along with "Effective Games" and their win-loss records.  I think there are slight errors with the offensive and defensive ratings because they don't match what my spreadsheets get, but the errors are fairly minor.  The win% is just Rtg^16.5/(Rtg^16.5+ DRtg^16.5) -- some like a different exponent.  I am personally trying to migrate away from this form because it is way to sensitive to pace.  I'm just not there yet.

 Player Team EffG iORtg iDRtg PythWinp NetW NetL OverReplmt abdur-rahim,shar atl 14.8 102.7 102.0 0.53 7.8 7.0 4.1 bowdler,cal atl 1.9 93.0 103.8 0.14 0.3 1.7 -0.2 crawford,chris atl 0.6 94.3 104.5 0.15 0.1 0.5 -0.1 davis,emanual atl 2.9 85.6 106.4 0.03 0.1 2.8 -0.6 glover,dion atl 5.0 94.7 104.2 0.17 0.9 4.1 -0.4 henderson,alan atl 1.5 99.4 102.5 0.38 0.6 0.9 0.2 johnson,dermarr atl 7.2 96.8 103.3 0.25 1.8 5.4 0.0 kukoc,toni atl 5.7 99.5 104.8 0.30 1.7 4.0 0.3 mattola,hanno atl 4.7 91.7 105.8 0.09 0.4 4.3 -0.8 mohammed,nazr atl 10.0 96.3 101.6 0.29 2.9 7.1 0.4 newble,ira atl 4.7 108.3 105.0 0.62 2.9 1.8 1.8 ratliff,theo atl 0.4 86.8 100.3 0.08 0.0 0.3 -0.1 simpkins,dickey atl 0.0 214.6 112.8 1.00 0.0 0.0 0.0 slater,reggie atl 0.1 112.5 106.4 0.72 0.1 0.0 0.1 smith,leon atl 0.4 101.4 100.0 0.56 0.2 0.2 0.1 strickland,mark atl 2.5 92.4 103.6 0.13 0.3 2.2 -0.3 terry,jason atl 13.4 110.6 105.0 0.70 9.4 4.0 6.1 vaughn,jacque atl 6.2 108.4 106.5 0.57 3.6 2.7 2.0 anderson,kenny bos 10.2 100.0 98.8 0.55 5.6 4.6 3.1 battie,tony bos 7.6 114.3 96.6 0.94 7.2 0.5 5.3 blount,mark bos 1.4 93.1 96.2 0.37 0.5 0.9 0.2 brown,kedrick bos 1.0 88.1 93.2 0.28 0.3 0.7 0.0 brown,randy bos 0.0 77.0 96.7 0.02 0.0 0.0 0.0 delk,tony bos 2.3 94.6 99.9 0.29 0.7 1.6 0.1 forte,joseph bos 0.1 57.6 98.4 0.00 0.0 0.1 0.0 johnson,joe bos 3.9 102.6 100.7 0.58 2.3 1.7 1.3 mccarty,walter bos 2.1 111.4 100.3 0.85 1.8 0.3 1.3 palacio,milt bos 1.6 97.9 100.8 0.38 0.6 1.0 0.2 pierce,paul bos 16.6 108.8 96.5 0.88 14.6 2.0 10.4 potapenko,vitaly bos 4.4 102.2 99.8 0.60 2.7 1.8 1.5 rogers,rodney bos 2.2 107.2 100.2 0.75 1.7 0.6 1.1 strickland,erick bos 5.6 105.5 100.6 0.69 3.9 1.7 2.5 walker,antoine bos 16.6 97.8 98.0 0.49 8.1 8.4 4.0 williams,eric bos 6.2 94.3 100.1 0.27 1.7 4.5 0.2 augmon,stacey cha 4.4 99.8 100.7 0.46 2.0 2.3 0.9 brown,p.j. cha 10.3 114.0 98.6 0.92 9.5 0.9 6.9 bullard,matt cha 1.0 92.3 105.5 0.10 0.1 0.9 -0.2 campbell,elden cha 10.8 107.3 96.3 0.86 9.3 1.6 6.6 davis,baron cha 15.3 103.6 101.0 0.60 9.2 6.1 5.4 drew,bryce cha 2.3 110.0 103.0 0.75 1.7 0.6 1.1 haston,kirk cha 0.3 71.9 102.4 0.00 0.0 0.3 -0.1 lynch,george cha 3.3 86.6 99.8 0.09 0.3 3.0 -0.5 magloire,jamaal cha 6.2 111.2 97.5 0.90 5.6 0.6 4.0 mashburn,jamal cha 7.4 101.4 102.3 0.46 3.4 4.0 1.6 moiso,jerome cha 0.3 67.2 94.5 0.00 0.0 0.3 -0.1 nailon,lee cha 7.8 100.7 102.9 0.41 3.2 4.6 1.3 recasner,eldridg cha 0.0 110.2 0.0 traylor,robert cha 2.7 94.0 96.4 0.40 1.1 1.6 0.4 wesley,david cha 9.7 98.5 105.2 0.25 2.4 7.3 0.0 anthony,greg chi 4.3 100.3 105.8 0.29 1.2 3.0 0.2 artest,ron chi 4.5 96.8 98.8 0.42 1.9 2.6 0.8 bagaric,dalibor chi 2.4 83.5 102.9 0.03 0.1 2.3 -0.5 best,travis chi 3.2 105.3 106.7 0.45 1.4 1.8 0.6 chandler,tyson chi 5.9 96.6 101.6 0.30 1.8 4.1 0.3 crawford,jamal chi 1.9 102.2 107.3 0.31 0.6 1.3 0.1 curry,eddy chi 5.0 100.8 104.6 0.35 1.8 3.3 0.5 fizer,marcus chi 8.4 93.7 105.4 0.13 1.1 7.4 -1.0 guyton,a.j. chi 2.3 96.5 109.6 0.11 0.2 2.0 -0.3 hassell,trenton chi 8.3 98.4 107.2 0.20 1.6 6.7 -0.4 hoiberg,fred chi 4.5 110.6 104.7 0.71 3.2 1.3 2.1 mercer,ron chi 6.6 88.8 108.9 0.03 0.2 6.4 -1.4 miller,brad chi 6.7 109.9 103.2 0.74 4.9 1.7 3.2 oakley,charles chi 5.4 77.3 103.2 0.01 0.0 5.4 -1.3 ollie,kevin chi 4.1 97.0 107.4 0.16 0.6 3.5 -0.4 richardson,norm chi 0.2 104.5 111.3 0.26 0.1 0.1 0.0 robinson,eddie chi 2.7 93.1 106.3 0.10 0.3 2.4 -0.4 rose,jalen chi 5.7 103.3 107.2 0.35 2.0 3.7 0.6 coles,bimbo cle 2.0 99.8 109.9 0.17 0.3 1.6 -0.2 davis,ricky cle 7.7 101.0 106.8 0.28 2.2 5.5 0.3 diop,desagana cle 0.4 65.1 103.2 0.00 0.0 0.4 -0.1 doleac,michael cle 2.7 91.3 105.5 0.09 0.2 2.5 -0.4 hill,tyrone cle 3.5 90.8 103.2 0.11 0.4 3.1 -0.5 ilgauskas,zydrun cle 6.3 100.0 103.6 0.36 2.2 4.0 0.7 jones,jumaine cle 8.3 101.0 103.6 0.40 3.3 5.0 1.2 langdon,trajan cle 1.8 101.2 107.9 0.26 0.5 1.3 0.0 mihm,chris cle 7.5 90.7 104.3 0.09 0.7 6.9 -1.2 miller,andre cle 14.0 112.4 106.3 0.72 10.0 4.0 6.5 murray,lamond cle 10.7 103.4 105.8 0.41 4.4 6.3 1.7 person,wesley cle 10.9 117.2 107.7 0.80 8.7 2.1 6.0 skinner,brian cle 3.6 105.7 102.6 0.62 2.3 1.4 1.3 stith,bryant cle 2.3 99.0 106.0 0.25 0.6 1.8 0.0 trepagnier,jeff cle 0.4 65.6 96.0 0.00 0.0 0.4 -0.1 abdul-wahad,tari dal 0.1 33.6 97.1 0.00 0.0 0.1 0.0 bell,charlie dal 0.0 97.0 0.0 bradley,shawn dal 3.1 112.9 99.0 0.90 2.8 0.3 2.0 buckner,greg dal 3.2 115.5 104.9 0.83 2.6 0.5 1.8 eschmeyer,evan dal 1.2 97.0 101.4 0.32 0.4 0.8 0.1 finley,michael dal 11.8 108.3 107.7 0.53 6.2 5.6 3.3 griffin,adrian dal 5.4 112.3 104.0 0.78 4.2 1.2 2.8 hardaway,tim dal 4.5 102.6 108.2 0.29 1.3 3.2 0.2 harvey,donnell dal 0.5 99.0 102.3 0.37 0.2 0.3 0.1 howard,juwan dal 7.1 104.4 105.9 0.44 3.1 3.9 1.4 johnson,avery dal 0.5 100.4 109.1 0.20 0.1 0.4 0.0 lafrentz,raef dal 3.7 104.0 99.7 0.67 2.5 1.2 1.5 manning,danny dal 2.2 98.5 102.5 0.34 0.7 1.4 0.2 martin,darrick dal 0.1 24.0 103.2 0.00 0.0 0.1 0.0 najera,eduardo dal 4.7 114.8 103.5 0.85 4.0 0.7 2.8 nash,steve dal 12.3 117.6 109.6 0.76 9.4 2.9 6.3 newman,johnny dal 2.4 108.7 107.7 0.54 1.3 1.1 0.7 nowitzki,dirk dal 14.2 118.7 101.8 0.93 13.1 1.0 9.6 vanexel,nick dal 2.8 106.7 108.4 0.44 1.2 1.6 0.5 wang,zhizhi dal 2.2 110.5 105.6 0.68 1.5 0.7 0.9 abdul-wahad,tari den 1.8 88.3 105.0 0.05 0.1 1.7 -0.4 anderson,chris den 1.1 92.0 99.0 0.23 0.2 0.8 0.0 arroyo,carlos den 0.9 103.6 109.8 0.28 0.2 0.6 0.0 bateer,menk den 1.7 89.2 105.3 0.06 0.1 1.6 -0.3 bowen,ryan den 5.5 109.7 104.5 0.69 3.8 1.7 2.4 cheaney,calbert den 6.2 97.8 107.2 0.18 1.1 5.1 -0.4 hamilton,zendon den 3.6 97.2 104.3 0.24 0.9 2.7 0.0 hardaway,tim den 1.7 95.0 105.6 0.15 0.2 1.4 -0.2 harvey,donnell den 2.5 107.9 103.9 0.65 1.6 0.9 1.0 howard,juwan den 4.6 100.6 106.2 0.29 1.3 3.3 0.2 johnson,avery den 4.3 111.7 109.3 0.59 2.6 1.8 1.5 lafrentz,raef den 7.9 108.2 100.5 0.77 6.1 1.8 4.1 lenard,voshon den 6.8 98.8 106.4 0.23 1.5 5.3 -0.2 mccloud,george den 7.1 91.1 106.6 0.07 0.5 6.6 -1.3 mcdyess,antonio den 1.2 111.0 102.0 0.80 1.0 0.2 0.7 posey,james den 10.0 96.2 102.7 0.25 2.5 7.5 0.0 rider,isaiah den 0.7 98.4 107.0 0.20 0.1 0.6 0.0 satterfield,kenn den 2.2 87.9 106.1 0.04 0.1 2.1 -0.5 scott,shawnelle den 1.2 99.9 104.4 0.33 0.4 0.8 0.1 vanexel,nick den 8.1 103.1 109.1 0.28 2.3 5.8 0.3 williams,scott den 3.0 89.1 102.7 0.09 0.3 2.8 -0.5 alexander,victor det 0.4 77.9 101.2 0.01 0.0 0.4 -0.1 atkins,chucky det 9.2 108.1 104.4 0.64 5.9 3.3 3.6 barros,dana det 2.4 95.5 103.8 0.20 0.5 1.9 -0.1 barry,jon det 6.8 120.1 101.0 0.95 6.5 0.4 4.7 cardinal,brian det 0.1 134.0 104.3 0.98 0.1 0.0 0.1 curry,michael det 6.7 100.9 104.2 0.37 2.5 4.2 0.8 jones,damon det 3.3 106.1 104.8 0.55 1.8 1.5 1.0 moore,mikki det 0.8 103.7 98.8 0.69 0.6 0.3 0.4 rebraca,zeljko det 4.8 103.0 97.0 0.73 3.5 1.3 2.3 robinson,cliff det 12.6 98.0 100.6 0.39 5.0 7.6 1.8 stackhouse,jerry det 13.8 101.3 102.8 0.44 6.1 7.8 2.6 varda,ratko det 0.0 99.3 104.1 0.32 0.0 0.0 0.0 wallace,ben det 13.1 111.4 89.7 0.97 12.7 0.4 9.4 white,rodney det 0.6 78.9 97.2 0.03 0.0 0.6 -0.1 williamson,corli det 7.3 105.1 101.7 0.63 4.6 2.7 2.8 arenas,gilbert gsw 5.0 108.6 106.0 0.60 3.0 2.0 1.7 blaylock,mookie gsw 1.8 89.9 108.3 0.04 0.1 1.7 -0.4 dampier,erick gsw 7.6 89.9 103.7 0.09 0.7 6.9 -1.2 fortson,danny gsw 10.4 102.5 103.3 0.47 4.8 5.6 2.2 foyle,adonal gsw 6.3 90.6 100.2 0.16 1.0 5.3 -0.6 garrett,dean gsw 0.1 58.5 99.0 0.00 0.0 0.1 0.0 henderson,cedric gsw 0.3 90.2 103.9 0.09 0.0 0.3 0.0 hughes,larry gsw 9.3 98.7 106.3 0.23 2.1 7.2 -0.2 jackson,marc gsw 0.7 102.8 105.9 0.38 0.3 0.4 0.1 jamison,antawn gsw 13.3 107.1 108.1 0.46 6.1 7.1 2.8 mills,chris gsw 4.0 106.4 108.2 0.43 1.7 2.3 0.7 murphy,troy gsw 4.9 98.2 106.6 0.21 1.0 3.9 -0.2 oliver,dean gsw 0.4 86.1 111.1 0.01 0.0 0.4 -0.1 richardson,jason gsw 11.3 100.1 107.7 0.23 2.6 8.7 -0.2 sura,bob gsw 6.7 107.9 106.5 0.55 3.7 3.0 2.0 brown,tierre hou 1.5 91.4 106.7 0.07 0.1 1.4 -0.3 cato,kelvin hou 8.0 118.5 102.7 0.91 7.3 0.7 5.3 collier,jason hou 1.2 101.2 107.4 0.27 0.3 0.9 0.0 francis,steve hou 11.4 102.1 106.4 0.33 3.8 7.6 1.0 griffin,eddie hou 7.5 99.0 103.3 0.33 2.5 5.0 0.6 langhi,dan hou 1.5 90.7 108.5 0.05 0.1 1.4 -0.3 mobley,cuttino hou 13.7 105.2 107.6 0.41 5.5 8.1 2.1 morris,terence hou 3.8 90.7 106.9 0.06 0.2 3.6 -0.7 norris,moochie hou 8.3 98.1 108.2 0.17 1.4 6.9 -0.7 rice,glen hou 2.3 94.9 110.0 0.08 0.2 2.1 -0.4 thomas,kenny hou 11.3 101.7 104.3 0.40 4.5 6.8 1.7 torres,oscar hou 3.8 100.6 109.4 0.20 0.8 3.0 -0.2 williams,walt hou 4.4 106.3 108.6 0.41 1.8 2.6 0.7 willis,kevin hou 3.5 100.3 102.0 0.43 1.5 2.0 0.6 artest,ron ind 3.9 93.1 96.9 0.34 1.3 2.5 0.4 bender,jonathan ind 5.7 99.7 104.0 0.33 1.9 3.8 0.5 best,travis ind 3.3 103.9 102.3 0.56 1.9 1.4 1.0 brewer,jamison ind 0.1 90.9 101.4 0.14 0.0 0.1 0.0 brezec,primoz ind 0.6 109.1 105.5 0.64 0.4 0.2 0.2 croshere,austin ind 4.7 102.4 101.4 0.54 2.5 2.1 1.3 foster,jeff ind 7.3 101.0 98.7 0.59 4.4 3.0 2.5 harrington,al ind 4.8 100.6 102.0 0.44 2.1 2.7 0.9 mercer,ron ind 0.7 87.2 106.4 0.04 0.0 0.6 -0.1 miller,brad ind 3.8 121.1 101.5 0.95 3.6 0.2 2.7 miller,reggie ind 11.1 121.0 105.3 0.91 10.1 1.0 7.3 ollie,kevin ind 1.8 115.8 103.3 0.87 1.5 0.2 1.1 o'neal,jermaine ind 13.2 100.0 97.8 0.59 7.8 5.4 4.5 richardson,norm ind 0.0 34.1 111.1 0.00 0.0 0.0 0.0 rogers,carlos ind 0.6 112.0 100.6 0.85 0.5 0.1 0.3 rose,jalen ind 8.6 102.3 103.7 0.44 3.8 4.8 1.7 sundov,bruno ind 0.3 80.0 99.7 0.03 0.0 0.3 -0.1 tinsley,jamaal ind 11.5 90.7 101.0 0.15 1.7 9.8 -1.2 boykins,earl lac 2.6 102.1 108.5 0.27 0.7 1.9 0.1 brand,elton lac 14.3 117.3 99.9 0.93 13.3 0.9 9.7 dooling,keyon lac 0.5 91.0 108.0 0.06 0.0 0.5 -0.1 ekezie,obinna lac 0.6 95.3 103.4 0.21 0.1 0.5 0.0 fowlkes,tremain lac 1.4 103.3 105.7 0.40 0.6 0.8 0.2 jamison,harold lac 0.6 114.4 106.3 0.77 0.4 0.1 0.3 maggette,corey lac 7.1 105.7 105.3 0.52 3.7 3.4 1.9 mcinnis,jeff lac 12.0 105.4 108.4 0.39 4.7 7.4 1.7 miles,darius lac 8.6 97.2 100.6 0.36 3.1 5.5 1.0 odom,lamar lac 4.6 92.5 102.6 0.15 0.7 3.9 -0.4 olowokandi,micha lac 12.2 87.6 98.9 0.12 1.4 10.8 -1.6 overton,doug lac 0.5 78.9 106.8 0.01 0.0 0.4 -0.1 piatkowski,eric lac 6.7 119.9 106.8 0.87 5.9 0.9 4.2 recasner,eldridg lac 0.1 95.3 109.3 0.09 0.0 0.1 0.0 richardson,quent lac 8.1 108.5 104.5 0.65 5.2 2.8 3.2 rooks,sean lac 2.3 93.9 104.4 0.15 0.3 1.9 -0.2 bryant,kobe lal 15.3 110.5 100.6 0.82 12.6 2.7 8.8 crispin,joseph lal 0.1 79.9 104.0 0.01 0.0 0.1 0.0 fisher,derek lal 7.1 114.4 103.0 0.85 6.0 1.1 4.2 fox,rick lal 9.4 101.2 100.8 0.52 4.9 4.6 2.5 george,devean lal 6.0 104.5 98.8 0.71 4.3 1.7 2.8 horry,robert lal 7.8 111.9 96.8 0.92 7.1 0.7 5.2 hunter,lindsey lal 6.2 97.5 101.9 0.33 2.0 4.2 0.5 madsen,mark lal 2.1 110.4 101.2 0.81 1.7 0.4 1.2 mccoy,jelani lal 0.3 91.4 100.1 0.18 0.1 0.3 0.0 medvedenko,stan lal 2.9 101.5 100.4 0.54 1.6 1.3 0.9 o'neal,shaquille lal 13.1 114.0 96.5 0.94 12.3 0.8 9.0 penberthy,mike lal 0.1 155.1 86.1 1.00 0.1 0.0 0.0 richmond,mitch lal 2.4 96.9 101.9 0.30 0.7 1.7 0.1 shaw,brian lal 2.1 98.4 99.5 0.46 1.0 1.1 0.4 walker,samaki lal 7.1 110.9 96.3 0.91 6.5 0.6 4.7 anderson,nick mem 0.8 74.3 103.9 0.00 0.0 0.8 -0.2 austin,isaac mem 1.2 83.1 102.3 0.03 0.0 1.2 -0.3 battier,shane mem 12.5 103.0 105.0 0.42 5.2 7.3 2.1 buford,rodney mem 6.2 93.8 106.2 0.12 0.7 5.5 -0.8 dickerson,michae mem 0.5 84.4 108.0 0.02 0.0 0.5 -0.1 fontaine,isaac mem 0.2 65.7 111.3 0.00 0.0 0.2 0.0 fotsis,antonis mem 1.2 90.9 104.2 0.09 0.1 1.0 -0.2 gasol,pau mem 13.9 105.9 102.5 0.63 8.8 5.1 5.3 gill,eddie mem 1.3 94.6 108.2 0.10 0.1 1.2 -0.2 knight,brevin mem 4.7 96.3 103.0 0.25 1.2 3.6 0.0 long,grant mem 7.0 88.4 105.8 0.05 0.3 6.6 -1.4 massenburg,tony mem 5.1 96.3 102.9 0.25 1.3 3.8 0.0 perry,elliott mem 0.2 72.1 104.1 0.00 0.0 0.2 0.0 solomon,wille mem 3.2 87.8 106.7 0.04 0.1 3.1 -0.7 swift,stromile mem 7.6 101.4 101.0 0.52 3.9 3.6 2.0 williams,jason mem 10.6 94.2 105.5 0.13 1.4 9.2 -1.2 wright,lorenzen mem 5.8 93.9 101.9 0.21 1.2 4.6 -0.3 allen,malik mia 0.6 104.7 96.8 0.79 0.5 0.1 0.3 brown,ernest mia 0.1 33.7 95.6 0.00 0.0 0.1 0.0 carter,anthony mia 4.0 81.7 98.8 0.04 0.2 3.8 -0.8 ellis,laphonso mia 5.7 94.1 100.1 0.26 1.5 4.2 0.1 gatling,chris mia 3.2 94.5 98.3 0.34 1.1 2.1 0.3 gill,kendall mia 5.8 85.5 99.8 0.07 0.4 5.4 -1.0 grant,brian mia 9.5 98.2 97.8 0.51 4.9 4.6 2.5 hamilton,tang mia 0.3 106.7 98.7 0.78 0.2 0.1 0.2 house,eddie mia 4.7 91.9 100.7 0.18 0.8 3.8 -0.3 jackson,jimmy mia 6.5 96.3 99.8 0.36 2.3 4.2 0.7 james,mike mia 0.5 85.2 97.8 0.09 0.0 0.4 -0.1 jones,eddie mia 14.0 108.9 98.1 0.85 11.9 2.1 8.4 mack,sam mia 0.5 76.2 100.9 0.01 0.0 0.5 -0.1 marks,sean mia 1.3 87.1 97.3 0.14 0.2 1.1 -0.1 mourning,alonzo mia 12.1 101.8 94.3 0.78 9.5 2.7 6.4 stepania,vladimi mia 3.5 92.3 94.1 0.42 1.5 2.0 0.6 strickland,rod mia 9.8 100.9 100.4 0.52 5.1 4.7 2.6 allen,ray mil 11.6 115.3 106.1 0.80 9.2 2.3 6.4 alston,rafer mil 2.4 97.2 104.0 0.25 0.6 1.8 0.0 anthony,greg mil 2.0 89.2 105.7 0.06 0.1 1.9 -0.4 caffey,jason mil 0.9 100.6 107.6 0.25 0.2 0.7 0.0 cassell,sam mil 12.5 110.6 106.1 0.67 8.3 4.1 5.2 foster,greg mil 0.1 77.7 101.6 0.01 0.0 0.1 0.0 ham,darvin mil 3.7 98.8 106.0 0.24 0.9 2.8 0.0 johnson,ervin mil 5.2 95.1 100.8 0.27 1.4 3.8 0.1 mason,anthony mil 11.6 109.6 105.2 0.66 7.7 3.9 4.8 pope,mark mil 1.6 89.8 104.4 0.08 0.1 1.5 -0.3 przybilla,joel mil 5.3 96.6 98.0 0.44 2.4 2.9 1.0 redd,michael mil 5.4 114.9 106.4 0.78 4.2 1.2 2.9 robinson,glenn mil 11.7 101.3 102.9 0.44 5.1 6.6 2.2 thomas,tim mil 8.0 98.4 104.8 0.26 2.1 5.9 0.1 avery,william min 0.9 78.5 105.7 0.01 0.0 0.9 -0.2 billups,chauncey min 9.7 114.4 105.0 0.80 7.8 1.9 5.4 brandon,terrell min 4.4 113.9 102.4 0.85 3.8 0.6 2.7 evans,maurice min 0.1 104.9 110.3 0.31 0.0 0.1 0.0 garnett,kevin min 16.3 108.7 97.6 0.86 14.0 2.4 9.9 garrett,dean min 0.6 73.9 96.2 0.01 0.0 0.6 -0.1 jackson,marc min 1.1 92.1 103.2 0.13 0.1 1.0 -0.1 lopez,felipe min 1.9 92.4 104.9 0.11 0.2 1.7 -0.3 mitchell,sam min 2.5 100.6 106.1 0.29 0.7 1.8 0.1 nesterovic,rados min 9.7 99.6 100.5 0.46 4.5 5.2 2.0 pack,robert min 0.9 88.9 103.6 0.07 0.1 0.8 -0.2 peeler,anthony min 6.6 106.3 104.9 0.55 3.6 2.9 2.0 smith,joe min 8.3 112.7 101.7 0.85 7.0 1.3 4.9 szczerbiak,wally min 12.9 111.6 105.5 0.71 9.2 3.7 6.0 trent,gary min 4.3 106.6 102.7 0.65 2.8 1.5 1.7 woods,loren min 1.8 87.9 98.1 0.14 0.3 1.6 -0.2 armstrong,brando njn 0.7 77.2 102.0 0.01 0.0 0.6 -0.2 collins,jason njn 4.6 100.8 98.5 0.60 2.7 1.8 1.6 dial,derrick njn 0.9 82.0 98.0 0.05 0.0 0.9 -0.2 goodrich,steve njn 0.2 57.0 99.5 0.00 0.0 0.1 0.0 harris,lucious njn 5.2 111.7 99.7 0.87 4.5 0.7 3.2 jefferson,richar njn 6.9 102.2 98.2 0.66 4.5 2.3 2.8 johnson,anthony njn 1.2 95.5 96.4 0.46 0.6 0.7 0.3 kidd,jason njn 14.7 101.1 95.4 0.72 10.6 4.1 6.9 kittles,kerry njn 11.0 107.8 98.4 0.82 9.0 2.0 6.3 macculloch,todd njn 6.8 111.4 96.3 0.92 6.3 0.6 4.6 marshall,donny njn(Message over 64 KB, truncated)
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