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1. Floyd Thursby Posted: November 17, 2002 at 05:30 PM (#187353)email: .(JavaScript must be enabled to view this email address)
Nyahh.
it ain't Ryan,unless he's done a 180 from what he said on the radio last week
The fact is that 90% of all pitchers with at least 3000 BIP, have a $H that is within 5% of their teammates $H, for their careers.
So, when James says "pretty much constant", I think we can accept that it is descriptive enough of what I just said, without having to quote the numbers I just did.
One interesting thing is that James created DER, which is nothing more than 1 - $H. And in his 15 things, he's got a couple of important pitching/fielding references as well. James was very close to stumbling onto DIPS.
Anyone else impressed with the "15 things I learned..."? Me too. Anyone care to add what they've learned?
Of all pitchers with at least 3000 BIP (758), 18 were at least 5% worse than their teammates, while 44 were at least 5% better.
That works out to 6% of them are better and 2% are worse. If the "bad guys" who didn't make the 3000 cut were allowed to come in, they would have probably been up to the same rate as the "good guys". So, if 6% are better, then maybe 6% are worse too. Again, the reader can decide if that is "small" or not.
For the statisticians out there, perhaps you can interpret this for me. Of all pitchers with at least 1 BIP, 60% were within 1 SD, if we assumed random variation. If there really was no control over the $H, we would expect 68.6% of them to fall within 1 SD. So, there is some control, and I'd just like to know how to interpret that 60% number.
Greg Maddux (through 2000 I think) bad an estimated 10,414 BIP. His $H is .270, while his teammates' $H (weighted by the BIP of Maddux, year-by-year), is .278.
I took his teammates' .278 as the "true mean", and calculated that 1 SD = sqrt(.278 x .712 / 10414) = .0044
Maddux is .0080 better than his teammates. He is .0080/.0044 (1.8) SDs from the mean.
I did this for all pitchers, using their BIP as "n".
The results were that for all pitchers (whether I looked at n>0, or n>500, etc), the number of pitchers within 1 SD (as calculated above) was 60%. As I understand it, a truly random $H would have resulted in 68.6% pitchers.
Ok, now this is the extent of my statistical knowledge, more or less. Please feel free to correct me, and suggest other things that need to be addressed (like the spread of hitters' $H).
Thanks....
I remembered the issue with the distribution of hitters from a comment you made to me last year, but that we are saved by the Central Limit Theorem (or whatever it is you said).
As I noted earlier, the 60% applies whether BIP > 0 or > 500 or > 1000. Let me publish the results of number of pitchers within 1 SD, assuming various breakdowns....
HEre are the 5 different runs I did
DIPS Bands
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