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NickS
Joined: 30 Dec 2004 Posts: 384
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Posted: Sat Aug 02, 2008 9:39 pm Post subject: |
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deepak_e wrote: | NickS wrote: | In this case I don't have a model that I'm looking at, just me general sense of following the league doesn't make me think that the Rockets will be title contenders this season. Call it naive conventional wisdom, but it would be really interesting to me if the quoted prediction comes true. |
Other than health, what do you think the Rockets are missing that keeps them from being contenders? They've shown the last two seasons they can win 50+ games in the regular season with key players missing a large chunk of the season. |
First of all, I don't expect Yao and T-Mac to be healthy all season. That is an unfortunate confounding variable. If they are completely healthy and the Rockets are around +7 differential, then it would be easy to attribute that to health rather than Artest.
Going beyond that, the last two season's they've won 52 and 55 games. so a default prediction would be 54-56 wins.
Looking in more detail at last season, what made it better than the previous season?
I don't think Adelman is a better coach than Van Gundy -- though I think he's good. So I don't think coaching was the difference.
Scola was decent, but not spectacular (and the fact that the Rockets were slightly better when Scola was off the floor suggests he wasn't the difference maker).
Yao played 25% more minutes on 07-08 than he did on 06-07, so that's a plus.
Mostly, they got unexpected contributions up and down the bench. Carl Landy was amazing. Rafer Alston did what the team needed. Bobby Jackson contributed, Mutumbo still had something left in the tank.
The only players that got over 200 minutes who look like they played badly from a statistical point of view were Bonzi Wells and Mike James.
I just feel like it's hard to have almost everyone at positions 3-10 playing up to or above their potential.
If Carl Landry can maintain his production, then things look different. But I just wouldn't be surprised to see 2 out of Alston, Mutombo, Aaron Brooks, Battier play worse in 08-09 than they did in 07-08.
What's more I don't see artest filling a need. Yes, he takes Bonzi's minutes which is a clear improvement, but it's not obvious why they didn't give those minutes to Head last season. |
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Mike G
Joined: 14 Jan 2005 Posts: 3615 Location: Hendersonville, NC
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Posted: Sun Aug 03, 2008 7:34 am Post subject: |
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The problem with this Rockets team is that so many key players have a history of missing games. Here's what they've averaged (games) over the last 4 years: McGrady 65, Yao 60, Artest 48. Yes, that includes Ron's suspended 2005; since then, he's averaged 61.
If Deepak's estimates of 30-34 mpg for these guys (and Alston) are multiplied by 82 games each, then we have a very rosy estimate for the team's success. Expecting 2700+ minutes from each? -- Yao's never done it, Artest once (2004), McGrady not in 3 years.
Here's a table, with 3 different allotments of minutes, and eW per player, based on last year's eW/min.
- The first is that provided by deepak.
- The next (under 'eWins1') uses his suggested MPG, and 4-year average games played; then to make up minutes, more are granted to guys off the bench (esp. to Hayes and Head, also returning Battier to full-time status.)
- 'eWins2' continues with my guess at games available, giving max minutes to the star players. As if I were coaching.
Some of those 'G?' aren't averages, but true guesses.
Code: | deepak_e eWins1 eWins2
'08Min mpg Min eW G? mpg eW mpg eW
Yao Ming 2044 34 2788 11.6 60 34 8.5 36 9.0
Tracy Mcgrady 2688 33 2706 8.8 66 33 7.1 36 7.7
Luis Scola 2244 25 2050 5.2 80 28 5.5 32 6.4
Carl Landry 815 20 1640 5.6 60 25 5.1 26 5.3
Ron Artest 2169 30 2460 6.2 50 30 3.8 36 4.6
Rafer Alston 2654 33 2706 5.1 75 33 4.7 32 4.5
Shane Battier 3152 25 2050 2.4 81 33 3.1 34 3.2
Chuck Hayes 1685 3 246 0.3 78 23 2.4 20 2.1
Luther Head 1424 3 246 0.5 77 14 2.0 14 2.0
Aaron Brooks 660 12 984 1.9 57 18 1.9 14 1.5
Brent Barry 781 18 1476 3.3 50 18 2.0 10 1.1
Dikembe Mutombo 743 4 328 0.7 60 10 1.3 8 1.0
eW: 51.6 eW: 47.4 48.5
xW: 62.1 xW: 53.8 55.9
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Yes, they should win 62 G if everyone can go 82. Otherwise, 54-56 is near the middle of a rather wide range of possibilities. _________________ `
36% of all statistics are wrong |
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Kevin Pelton Site Admin
Joined: 30 Dec 2004 Posts: 979 Location: Seattle
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Posted: Sun Aug 03, 2008 11:23 pm Post subject: Re: Who ya gonna believe... |
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cherokee_ACB wrote: | You are talking different seasons there. |
My mistake -- completely forgot the supsension would affect the 2004-05 numbers and eligibility. |
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Statman
Joined: 20 Feb 2005 Posts: 242 Location: Arlington, Texas
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Posted: Mon Aug 04, 2008 11:12 am Post subject: |
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Mike G wrote: | The problem with this Rockets team is that so many key players have a history of missing games. Here's what they've averaged (games) over the last 4 years: McGrady 65, Yao 60, Artest 48. Yes, that includes Ron's suspended 2005; since then, he's averaged 61.
If Deepak's estimates of 30-34 mpg for these guys (and Alston) are multiplied by 82 games each, then we have a very rosy estimate for the team's success. Expecting 2700+ minutes from each? -- Yao's never done it, Artest once (2004), McGrady not in 3 years.
Here's a table, with 3 different allotments of minutes, and eW per player, based on last year's eW/min.
- The first is that provided by deepak.
- The next (under 'eWins1') uses his suggested MPG, and 4-year average games played; then to make up minutes, more are granted to guys off the bench (esp. to Hayes and Head, also returning Battier to full-time status.)
- 'eWins2' continues with my guess at games available, giving max minutes to the star players. As if I were coaching.
Some of those 'G?' aren't averages, but true guesses.
Code: | deepak_e eWins1 eWins2
'08Min mpg Min eW G? mpg eW mpg eW
Yao Ming 2044 34 2788 11.6 60 34 8.5 36 9.0
Tracy Mcgrady 2688 33 2706 8.8 66 33 7.1 36 7.7
Luis Scola 2244 25 2050 5.2 80 28 5.5 32 6.4
Carl Landry 815 20 1640 5.6 60 25 5.1 26 5.3
Ron Artest 2169 30 2460 6.2 50 30 3.8 36 4.6
Rafer Alston 2654 33 2706 5.1 75 33 4.7 32 4.5
Shane Battier 3152 25 2050 2.4 81 33 3.1 34 3.2
Chuck Hayes 1685 3 246 0.3 78 23 2.4 20 2.1
Luther Head 1424 3 246 0.5 77 14 2.0 14 2.0
Aaron Brooks 660 12 984 1.9 57 18 1.9 14 1.5
Brent Barry 781 18 1476 3.3 50 18 2.0 10 1.1
Dikembe Mutombo 743 4 328 0.7 60 10 1.3 8 1.0
eW: 51.6 eW: 47.4 48.5
xW: 62.1 xW: 53.8 55.9
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Yes, they should win 62 G if everyone can go 82. Otherwise, 54-56 is near the middle of a rather wide range of possibilities. |
My numbers suggest a definite improvement. I went ahead and did a weighted average of minutes the last 3 years for each player, and multiplied the results by the per minute rating I had for each player last season - and divided by the summed predicted minutes of the players. The total team rating ended up 109 - which would have made them the 2nd best team last season to Boston - just ahead of teams like Detroit, LA Lakers, Utah, etc. Last season their rating was a 105 (100 being average). That looks like a solid improvement - especially since I used limited minute totals for Ming, McGrady, Artest, and Landry (1888, 2357, 2234, & 711 respectively). _________________ Dan
My current national college player rankings (and other stuff):
http://www.pointguardu.com/f136/statmans-ratings-56243/index6.html#post355594 |
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back2newbelf
Joined: 21 Jun 2005 Posts: 275
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Posted: Mon Aug 04, 2008 3:05 pm Post subject: |
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my 2 cents:
from the numbers i posted in a different thread, which now has data from the last 2 seasons, it doesn't look like Houston is worse when one of their "stars" is missing. I think the whole team is more about bench, coach, role players than most people think.
That said, on one side i don't think they will all be healthy, but that won't matter. On the other side it probably means that players, who add alot to other teams, don't add much for Houston because the team is very balanced and their strength lies somewhere else than pure individual skill of single players.
I think a differential of 6.5 to 8 seems realistic. That's... i don't know...59 wins in the West? |
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Kevin Pelton Site Admin
Joined: 30 Dec 2004 Posts: 979 Location: Seattle
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Posted: Mon Aug 04, 2008 7:10 pm Post subject: |
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back2newbelf wrote: | from the numbers i posted in a different thread, which now has data from the last 2 seasons, it doesn't look like Houston is worse when one of their "stars" is missing. I think the whole team is more about bench, coach, role players than most people think. |
I suspect you'll find something different if you do 2005-06. I remember their record with both players in the lineup was strikingly good compared to their overall 34-48 finish. I don't have that breakout, but they were 7-28 without McGrady and 7-18 without Yao that season.
In 2006-07, the Rockets were 50-21 with McGrady and 2-9 without him. Their ability to play well when McGrady was injured seems to be new last season. They've fairly consistently played well without Yao. |
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cherokee_ACB
Joined: 22 Mar 2006 Posts: 157
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Posted: Tue Aug 05, 2008 2:57 am Post subject: |
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While regular season wins are important by themselves, play-offs surely are a biggest concern for Houston, given recent history. So, for me, the key questions are whether the Rockets are the strongest team in the West (and in the league) when all their players are healthy, and if they can win it all with either Yao, T-Mac or Artest missing. My answer to both questions is 'Yes'*, which makes the move a pretty good one for Houston.
*It's a qualified 'yes'. The Championship odds I give them in each case are roughly 25% and 12%. |
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holymoly
Joined: 30 Jul 2005 Posts: 63
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back2newbelf
Joined: 21 Jun 2005 Posts: 275
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Posted: Tue Aug 05, 2008 7:12 am Post subject: |
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Kevin Pelton wrote: | back2newbelf wrote: | from the numbers i posted in a different thread, which now has data from the last 2 seasons, it doesn't look like Houston is worse when one of their "stars" is missing. I think the whole team is more about bench, coach, role players than most people think. |
[..] 2005-06. [..] they were 7-18 without Yao that season. |
Well that's weird. I have them at +7 without Yao, they are -18 with Yao and McGrady missing at the same time though.
That's the third year in a row that i don't see Yao making a positive impact (except for when McGrady is also out), Mutombo seems to make a beautiful job for his age.
I have them at +0.3 with both healthy and -1.5 with just McGrady injured.
I like to believe that they got alot deeper/better* at the other positions in the last two years, so maybe they weren't able to offset McGrady's absence back then, but now they are?
*top 10 in total minutes:
Who they lost from 05-06: Howard, Wesley, Swift, Bogans, Bowen
Who they got since 05-06: Battier, Scola, Wells, Landry
It's very plausible they didn't have enough "scoring on the floor" when McGrady was injured the years before 08 , then Landry and Scola came and it wasn't a problem anymore |
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schtevie
Joined: 18 Apr 2005 Posts: 413
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Posted: Tue Aug 05, 2008 9:58 am Post subject: |
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Reading the lines and between the lines, two thoughts occur. First, most folks really aren't persuaded of the value of Adj.+/- and second, and more importantly for this conversation, folks don't believe that the Rockets are either. I would argue that the latter view is simply untenable.
Deepak's minutes allocation, for example, gives but three per game to Hayes. If anyone wants to offer that as a betting line, I will take the over, no matter what the odds.
Donning the Adj.+/- Helm of Omniscience, the off-season actions of the Rockets are perfectly straightforward. They have gotten rid of all their negative Adj.+/- players from last year, except for Brooks and Ming (expecting and hoping that each will get or return, respectively, to form). Then they have added Barry and Artest, both of whom show past years of very strong Adj.+/- numbers, with the latter still being very much a star.
From this perspective, the spy that told Hollinger that Artest is slated for PF minutes is clearly playing a double game. Things may change; Tracy McGrady may return to form, but if not, I'll bet that Artest's minutes will come largely at his expense.
Running the Adj.+/- numbers, you see that by merely prorating the minutes of the Rockets players remaining from last year's roster, the team would improve from 4.7 per game to 6+. Such an addition by subtraction puts the Rockets into NBA finalist land. The jump to truly elite status however comes by giving Artest (and other productive players more) minutes, and these need to come at the expense of the mediocre to realize gains. And last year, McGrady and Ming exemplified mediocrity (assuming the estimates were precise, of course). |
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Ilardi
Joined: 15 May 2008 Posts: 265 Location: Lawrence, KS
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Posted: Tue Aug 05, 2008 12:41 pm Post subject: |
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NickS wrote: | Ilardi wrote: | Add him to a Houston team that had a +4.7 ppg differential last year, and the Rockets should achieve at least a +8.0 differential for 08-09: good for 60+ wins and the #1 seed in the West. |
I just want to say that I am a skeptic. I am willing to agree that, if the rockets have a point differential above +6 that I will surprised, and that I would count that as a successful prediction for adjusted +/-.
In this case I don't have a model that I'm looking at, just me general sense of following the league doesn't make me think that the Rockets will be title contenders this season. Call it naive conventional wisdom, but it would be really interesting to me if the quoted prediction comes true. |
Yeah, admittedly, it's an audacious prediction. It assumes, of course, reasonable health among their key starters (e.g., 60+ games at full strength from each). Also, since they now have a relative glut of guys who can play the 3-4 and a shortage of quality players at the 1-2, I anticipate some sort of trade to rectify that situation. |
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gabefarkas
Joined: 31 Dec 2004 Posts: 1313 Location: Durham, NC
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Posted: Tue Aug 05, 2008 2:51 pm Post subject: |
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schtevie wrote: | Reading the lines and between the lines, two thoughts occur. First, most folks really aren't persuaded of the value of Adj.+/- and second, and more importantly for this conversation, folks don't believe that the Rockets are either. I would argue that the latter view is simply untenable. |
Right...believing there's more at work inside the Rockets' front office than what's discussed in this forum is simply indefensible. Of course.
schtevie wrote: | Running the Adj.+/- numbers, you see that by merely prorating the minutes of the Rockets players remaining from last year's roster, the team would improve from 4.7 per game to 6+. Such an addition by subtraction puts the Rockets into NBA finalist land. |
Do you think there's any relationship (I won't use the word "correlation", to avoid potential misinterpretation) between minutes played and Adj +/-? In other words, do you think these players' APM would likely remain the same given this increase in minutes? I'll give you one very simple (non-statistical) reason why not: fatigue. There are myriad other reasons, I think.
schtevie wrote: | And last year, McGrady and Ming exemplified mediocrity (assuming the estimates were precise, of course). |
Isn't there a whole conversation going on in another thread about how imprecise they actually are? Two, in fact. |
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schtevie
Joined: 18 Apr 2005 Posts: 413
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Posted: Tue Aug 05, 2008 5:19 pm Post subject: |
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Gabe,
The simple reason you cite for potentially declining APM is not really relevant, as I was obliged to decrease MPG by about 5%. However, I did make an ass out of u and me in as much as I assumed that each player would be healthy for 82 games. Given this, how would you have me alter my estimate? The only point I was trying to make was that as a benchmark, the Rockets improved themselves in APMworld independent of Artest and Barry.
As for the multiplicity of conversations related to APM, the more the better, and you can assume the role of cat herder if you wish. My marginal utility on the general topic remains distinctly positive.
Finally as for the imprecision of the estimate of Ming and McGrady, a quick point that may not have been made elsewhere. It seems to me that the imprecision of the joint estimate of the contribution of Ming and McGrady should be less than for each alone. Similarly, there is greater precision still in the collective performance of the benchmark roster referred to above. And finally, it seems to me that there is also identifying information in the downward trend of their recent year's performance (especially in combination with the player ages) to suggest that last year these former stars had indeed faded. |
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deepak
Joined: 26 Apr 2006 Posts: 665
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Posted: Tue Aug 05, 2008 7:18 pm Post subject: |
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schtevie wrote: | Deepak's minutes allocation, for example, gives but three per game to Hayes. If anyone wants to offer that as a betting line, I will take the over, no matter what the odds.
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I wasn't very clear in my post. Of course, I don't think Chuck Hayes will average 3 mpg for the season. Injuries, which are bound to happen, and experimentation with lineups early in the year would make that very unlikely. Also, I expect if everybody is healthy Chuck could see DNPs in a lot of games, with a few games where he plays significantly more than 3 minutes when a defense-oriented team is needed on the floor. In the final tally, all those DNPs won't contribute to his MPG average.
The way to interpret that distribution of minutes is (1) assume everybody (including a thus far unsigned Mutombo and Landry) are available, (2) the opponent is unknown, and (3) what is the expected minutes played for each player? Chuck is a pretty good player, but if the Rockets can use Scola, Landry, and Artest at PF there simply won't be a lot of room for him. Look at last season as evidence. The Rockets front office and coaches were surely aware that Chuck's +/- numbers were great. But that didn't prevent him from being relegated to third string PF after Scola was inserted into the starting lineup and Landry emerged as something of a force. |
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gabefarkas
Joined: 31 Dec 2004 Posts: 1313 Location: Durham, NC
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Posted: Wed Aug 06, 2008 4:04 am Post subject: |
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schtevie wrote: | As for the multiplicity of conversations related to APM, the more the better, and you can assume the role of cat herder if you wish. My marginal utility on the general topic remains distinctly positive. |
Call me daft, but I honestly have no idea what this means. How do the words "marginal utility" go with "general topic" and "distinctly positive"?
schtevie wrote: | It seems to me that the imprecision of the joint estimate of the contribution of Ming and McGrady should be less than for each alone. Similarly, there is greater precision still in the collective performance of the benchmark roster referred to above. |
The variance of a finite sum of uncorrelated random variables is equal to the sum of their variances. |
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