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Old 08-27-2006, 02:26 PM   #1 (permalink)
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Can somebody explain PER

I see PER used a lot, and I understand the basics somewhat, but how exactly is PER calculated? And what does it show/explain in terms of a players game?

I am just trying to fully understand this way of showing a players overall efficiency.
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Old 08-27-2006, 02:53 PM   #2 (permalink)
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Re: Can somebody explain PER

Quote:
Originally Posted by OneBadLT123
I see PER used a lot, and I understand the basics somewhat, but how exactly is PER calculated? And what does it show/explain in terms of a players game?

I am just trying to fully understand this way of showing a players overall efficiency.
You can read exactly how it is calculated here.

The calculation looks fairly complex, but the ideas behind it are pretty simple. The basic idea is a rigorously improved version of the dumb "efficiency" stat, which simply adds up pts, rebs, etc. and subtracts missed shots and turnovers. PER does a similar thing, but multiplies the stats by coefficients based on their importance (the coefficients, I believe, come from Hollinger's regression analyses). It then adjusts for minutes played, pace, and era.
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Old 08-28-2006, 09:39 AM   #3 (permalink)
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Re: Can somebody explain PER

Quote:
Originally Posted by Diophantos
You can read exactly how it is calculated here.

The calculation looks fairly complex, but the ideas behind it are pretty simple. The basic idea is a rigorously improved version of the dumb "efficiency" stat, which simply adds up pts, rebs, etc. and subtracts missed shots and turnovers. PER does a similar thing, but multiplies the stats by coefficients based on their importance (the coefficients, I believe, come from Hollinger's regression analyses). It then adjusts for minutes played, pace, and era.
Does Hollinger use regression to get the coefficients? Maybe for the 0.44 on free throws,, but the rest seems to just be "common sense". For example, a defensive rebound is worth the likelihood the opponent would have rebounded the ball times the expected points they would score in a possession.

I know that Wins Produced (from the "The Wages of Wins" book) is a linear player rating formula that uses regression for the coefficients. Not sure about PER, though.
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Old 08-28-2006, 11:39 AM   #4 (permalink)
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Re: Can somebody explain PER

Quote:
Originally Posted by durvasa
Does Hollinger use regression to get the coefficients? Maybe for the 0.44 on free throws,, but the rest seems to just be "common sense". For example, a defensive rebound is worth the likelihood the opponent would have rebounded the ball times the expected points they would score in a possession.

I know that Wins Produced (from the "The Wages of Wins" book) is a linear player rating formula that uses regression for the coefficients. Not sure about PER, though.
Yeah, I believe you're right. The example that popped into my head was the 0.44 and I didn't really think through the other ones.
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Old 08-28-2006, 12:19 PM   #5 (permalink)
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Re: Can somebody explain PER

sweet, thanks man! I am starting to understand it a lot better now thanks to the link!

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Old 09-17-2006, 09:56 AM   #6 (permalink)
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Re: Can somebody explain PER

Quote:
Originally Posted by Diophantos
You can read exactly how it is calculated here.

The calculation looks fairly complex, but the ideas behind it are pretty simple. The basic idea is a rigorously improved version of the dumb "efficiency" stat, which simply adds up pts, rebs, etc. and subtracts missed shots and turnovers. PER does a similar thing, but multiplies the stats by coefficients based on their importance (the coefficients, I believe, come from Hollinger's regression analyses). It then adjusts for minutes played, pace, and era.
Maybe it's not there, maybe I'm lazy, but how does the "PER" work account for the lack of block and steal data from the 60's (and elsewhere)?
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Old 09-17-2006, 10:00 AM   #7 (permalink)
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Re: Can somebody explain PER

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Originally Posted by Mrobison
Maybe it's not there, maybe I'm lazy, but how does the "PER" work account for the lack of block and steal data from the 60's (and elsewhere)?
From the "Calculating PER" article at B-R.com:

Problems arise for years prior to 1980:
.....1980 - debut of 3-point shot in NBA
.....1978 - player turnovers first recorded in NBA
.....1974 - player offensive rebounds, steals, and blocked shots first recorded in NBA

The calcuation of uPER obviously depends on these statsitics, so here are my solutions for years when the data are missing:

.....Zero out three-point field goals, turnovers, blocked shots, and steals.
.....Set the league value of possession (VOP) equal to 1.
.....Set the defensive rebound percentage (DRBP) equal to 0.7.
.....Set player offensive rebounds (ORB) equal to 0.3*TRB.
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Old 09-17-2006, 10:21 AM   #8 (permalink)
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Re: Can somebody explain PER

Quote:
Originally Posted by Premier
From the "Calculating PER" article at B-R.com:

Problems arise for years prior to 1980:
.....1980 - debut of 3-point shot in NBA
.....1978 - player turnovers first recorded in NBA
.....1974 - player offensive rebounds, steals, and blocked shots first recorded in NBA

The calcuation of uPER obviously depends on these statsitics, so here are my solutions for years when the data are missing:

.....Zero out three-point field goals, turnovers, blocked shots, and steals.
.....Set the league value of possession (VOP) equal to 1.
.....Set the defensive rebound percentage (DRBP) equal to 0.7.
.....Set player offensive rebounds (ORB) equal to 0.3*TRB.
I saw that, but I guess I missed the implication. Are you saying that, overall, that balances out (obviously, not in every individual case)? So that the whole league would have basically the same average with each system?
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Old 09-17-2006, 04:23 PM   #9 (permalink)
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Re: Can somebody explain PER

Yes. PER should be used to compare players each year. It is less effective when used to compare players from one era against players from another era.
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Old 09-17-2006, 04:42 PM   #10 (permalink)
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Re: Can somebody explain PER

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Originally Posted by Premier
Yes. PER should be used to compare players each year. It is less effective when used to compare players from one era against players from another era.
Yep. Sadly, that's true of virtually any way to compare.
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Old 09-17-2006, 06:21 PM   #11 (permalink)