Save Percentage On Ice/Off Ice

I opened another can of worms.

 

In an earlier post, Scott Reynolds pointed out the discrepancy between on ice save percentage and off ice save percentage for Smid, Fistric, Weaver, and Giordano. So I computed it, and sure enough, Smid's on ice save percentage falls outside the 95% CI established by his off ice save percentage. Same for Weaver. Same for Fistric. Same for Giordano. Uh-oh!

So I went through and calculated Z-statistics for everybody's on ice save percentage relative to their off ice number. Of the 879 players in the 2009 table, 61 had a Z-statistic above +2.0 and 89 had a Z-statistic below -2.0. This includes Fistric at +5.21 and 13 players at -4.0 or less. Jack Johnson is at -7.61. So if save percentages are the same on ice as off ice, there are some incredibly unlikely outcomes.

 

In 2008, same thing. 886 players. 55 above +2.0. 81 below -2.0 7 below -4.0 Marty Reasoner at +4.21 Alex Henry at -7.22.

 

2007 has 852 players. 67 above +2.0 86 below -2.0. 9 below -4.0 V. Kozlov at +4.51 Michael Nylander at -5.92.

 

Then I looked at whether players differ statistically over the 3 years.

 

LinearModel.1 <- lm(Z ~ NAME, data=zstat)

anova(LinearModel.1)

 

Analysis of Variance Table

Response: Z

           Df Sum Sq Mean Sq F value Pr(>F)

NAME      1184 3336.8 2.8182 1.4486 1.368e-11 ***

Residuals 1406 2735.3 1.9455

 

52 players are significantly better than average, including Fistric, Weaver, and Smid, Giordano is close. 4 are worse than average: Jack Johnson, Brad Richards, Derek Smith, and Alex Henry. I put the table of coefficients at http://spreadsheets.google.com/ccc?key=0An-GS2MUpN1mdElOUVEyMldsNFdXUkdyZW8yQjhJTHc&hl=en&authkey=CI-h2I4D

 

So it looks like (I'm probably going to get hate mail for this) some players may well influence save percentage. The effect seems to persist over the 3 years for which I have data.

SB Nation Featured Video
X
Log In Sign Up

forgot?
Log In Sign Up

Forgot password?

We'll email you a reset link.

If you signed up using a 3rd party account like Facebook or Twitter, please login with it instead.

Forgot password?

Try another email?

Almost done,

By becoming a registered user, you are also agreeing to our Terms and confirming that you have read our Privacy Policy.

Join Arctic Ice Hockey

You must be a member of Arctic Ice Hockey to participate.

We have our own Community Guidelines at Arctic Ice Hockey. You should read them.

Join Arctic Ice Hockey

You must be a member of Arctic Ice Hockey to participate.

We have our own Community Guidelines at Arctic Ice Hockey. You should read them.

Spinner.vc97ec6e

Authenticating

Great!

Choose an available username to complete sign up.

In order to provide our users with a better overall experience, we ask for more information from Facebook when using it to login so that we can learn more about our audience and provide you with the best possible experience. We do not store specific user data and the sharing of it is not required to login with Facebook.

tracking_pixel_9355_tracker