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Who controls/more affects the pace?

 
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thickbutcurious



Joined: 05 Jan 2010
Posts: 6

PostPosted: Sun Jan 24, 2010 11:04 pm    Post subject: Who controls/more affects the pace? Reply with quote

I've done a fairly ham fisted-attempt at finding out whether the home or road team,the quicker or slower team has a greater impact on the pace of play.

I would be interested in whether anybody here has done the same properly,mainly to see if my results come remotely close to matching a properly done analysis.

My prior guess was that the teams would play closer to the home team's pace and slightly nearer the faster pace so I wanted to see if that was correct.

I also intended but it proved beynd me to see if a big difference in pace meant a team was more likely to outperform the efficiency margin prediction adjusted for likely pace I'd done.

i.e. does playing at a quick pace get a more deliberate opponent rushed into keeping up and thus lose efficiency or does an opponent playing very slowly frustrate a quicker team into playing worse,sadly I've no idea.

Iain
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thickbutcurious



Joined: 05 Jan 2010
Posts: 6

PostPosted: Mon Jan 25, 2010 12:47 pm    Post subject: Reply with quote

As nobody has answered I might as well say what my answers were.

(Home team pace x 1.25 plus road team pace)/2.25 was the best predictor.

Faster teams slowed down to their opponent's pace more.

I'm assuming without explaining how I came up with that it's worthless,but I'm not saying as I know anyone here could do better and I dislike being mocked and/or patronised.

I reckon I sound annoyed here,I'm not.
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Crow



Joined: 20 Jan 2009
Posts: 807

PostPosted: Mon Jan 25, 2010 1:04 pm    Post subject: Reply with quote

Do you mean

(Home team pace + 1.25 plus road team pace) /2.25?


Sometimes threads don't get answers for various reasons. Not a lot of people understand or are that interested in pace, thinking it is not that important or too hard to predict. I think it could be possible to get a better handle on it and would be worthwhile. There is some good stuff about pace in earlier threads; if you haven't already seen, it would be worth looking up via a search.


It does start to help more to see what your formula is now.

And by Home and Road team pace do you mean their overall pace or just when they are at home or on the road?

If faster teams slowed down to their opponent's pace more that would be good to incorporate in addition to home/road. You could do the same if the more winning or losing team has more influence or same with the more or less experienced team.

Instead of a weighted average of home and road it could become a weighted average of 4, 6 or 8 pace variables. Or more.


Last edited by Crow on Mon Jan 25, 2010 2:20 pm; edited 5 times in total
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thickbutcurious



Joined: 05 Jan 2010
Posts: 6

PostPosted: Mon Jan 25, 2010 1:46 pm    Post subject: Reply with quote

Crow wrote:
Do you mean

(Home team pace + 1.25 plus road team pace) /2.25?


Sometimes threads don't get answers for various reasons. Not a lot of people understand or are that interested in pace, thinking it is not that important or too hard to predict. I think it could be possible to get a better handle on it and would be worthwhile. There is some good stuff about pace in earlier threads; if you haven't already seen, it would be worth looking up via a search. I haven't had the chance to do that or comment on substance.

It does start to help more to see what your formula is now.

And by Home and Road team pace do you mean their overall pace or just when they are at home or on the road?


Sorry I realised I sounded petulant but was too lazy to do more than just add the last sentence to counteract that.

I meant multiplied by 1.25 and their overall pace.

I did do a search but don't trust message board searches in general,and thought there might be more that someone would point me to.
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Crow



Joined: 20 Jan 2009
Posts: 807

PostPosted: Mon Jan 25, 2010 2:01 pm    Post subject: Reply with quote

(Home team pace x 1.25 plus road team pace)/2.25
will be a huge number, on the order of 4-5,000 if you are using pace as possession per game. But I guess the formula would be ok if you are using pace standardized relative to average league pace.


Pace is often presented as pace per game for all possessions by both but it might be easier to predict pace for each team when they have the ball and combine the predictions.


I haven't had the chance to re-read and digest them all again but these appear to be the best links

viewtopic.php?t=2379&highlight=pace
viewtopic.php?t=1438&highlight=pace
viewtopic.php?t=1043&highlight=pace
viewtopic.php?t=930&highlight=pace
viewtopic.php?t=734&highlight=pace
viewtopic.php?t=579&highlight=pace
viewtopic.php?t=431&highlight=pace
viewtopic.php?t=117&highlight=pace
http://basketballprospectus.com/article.php?articleid=633

If you want more discussion about pace I'd read these, add them to your thinking and formula or formulate the specific questions you want feedback on.


Last edited by Crow on Mon Jan 25, 2010 2:23 pm; edited 1 time in total
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thickbutcurious



Joined: 05 Jan 2010
Posts: 6

PostPosted: Mon Jan 25, 2010 2:22 pm    Post subject: Reply with quote

Crow wrote:
(Home team pace x 1.25 plus road team pace)/2.25
will be a huge number, on the order of 4-5,000 if you are using pace as possession per game. But I guess the formula would be ok if you are using pace standardized relative to average league pace.


Pace is often presented as pace per game for all possessions by both but it might be easier to predict pace for each team when they have the ball and combine the predictions.


Using Boston vs LAC tonight with hollinger pace for each team my rough guess is found by

(1.25*94+94.4)/2.25 a guess of 94.18 this still wasn't a good guess but was the best weighting just including the teams' overall pace.Obviously a bigger difference would make the weighting more relevant,although even then not much.What I found was far less interesting and meaningful than what I tried to find.

I had missed some of those links,given my lack of expertise they should occupy me for a while.

Thanks
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Crow



Joined: 20 Jan 2009
Posts: 807

PostPosted: Mon Jan 25, 2010 2:26 pm    Post subject: Reply with quote

Sorry, when I read "Home team pace x 1.25 plus road team pace" I focused on the sign "X" and missed the word "plus" that appear later and the hierarchy of the operators was unclear to me.


Look forward to hearing your further thoughts on the subject. Definitely room for a better summary of the issues and a better projection metric.


Last edited by Crow on Mon Feb 01, 2010 11:04 pm; edited 2 times in total
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TwoTrey



Joined: 10 Nov 2009
Posts: 6

PostPosted: Mon Feb 01, 2010 8:08 pm    Post subject: Reply with quote

Semi-ot

Is there a viewable source with a Pace Adjusted Points Per Game statistic?
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Ed Küpfer



Joined: 30 Dec 2004
Posts: 785
Location: Toronto

PostPosted: Mon Feb 01, 2010 9:08 pm    Post subject: Reply with quote

TwoTrey wrote:
Is there a viewable source with a Pace Adjusted Points Per Game statistic?


That is simply points/possession, widely available in the points/100 possessions flavour as Offensive Rating, eg:


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TwoTrey



Joined: 10 Nov 2009
Posts: 6

PostPosted: Mon Feb 01, 2010 9:51 pm    Post subject: Reply with quote

Ed Küpfer wrote:
TwoTrey wrote:
Is there a viewable source with a Pace Adjusted Points Per Game statistic?


That is simply points/possession, widely available in the points/100 possessions flavour as Offensive Rating, eg:



My bad, should have re-read my own post.

Is there a viewable source with an Individual Pace Adjusted Points Per Game statistic?
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Joe



Joined: 27 Sep 2009
Posts: 94
Location: Long Island, NY

PostPosted: Mon Feb 01, 2010 9:56 pm    Post subject: Reply with quote

http://www.draftexpress.com/stats.php?sort=&q=&league=NBA&year=2009%2F10&per=per40pace&min=20&pos=all&qual=all
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TwoTrey



Joined: 10 Nov 2009
Posts: 6

PostPosted: Mon Feb 01, 2010 10:45 pm    Post subject: Reply with quote

Thank you
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findingneema



Joined: 25 Feb 2008
Posts: 34
Location: Atlanta, GA

PostPosted: Sat Feb 13, 2010 3:29 pm    Post subject: Reply with quote

You can get a far better fit from just a simple y = a*home + b*away + c (which of course has more parameters). Also, I get a much smaller effect than you.

From the 08-09 season:

Code:

Call:
lm(formula = pace ~ home + away)

Residuals:
     Min       1Q   Median       3Q      Max
-11.2019  -2.3346  -0.0829   2.3502  12.6572

Coefficients:
             Estimate Std. Error t value Pr(>|t|)   
(Intercept) -95.89404    4.56902  -20.99   <2e-16 ***
away   1.02769    0.03541   29.02   <2e-16 ***
home   1.04047    0.03541   29.39   <2e-16 ***
---
Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

Residual standard error: 3.604 on 1227 degrees of freedom
Multiple R-squared: 0.5739,   Adjusted R-squared: 0.5732
F-statistic: 826.2 on 2 and 1227 DF,  p-value: < 2.2e-16


Code:

Formula: pace ~ (away + a * home)/(1+a)

Parameters:
  Estimate Std. Error t value Pr(>|t|)   
a   1.0259     0.1177   8.712   <2e-16 ***
---
Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

Residual standard error: 4.199 on 1229 degrees of freedom

Number of iterations to convergence: 2
Achieved convergence tolerance: 2.019e-08
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