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THE BOOK--Playing The Percentages In Baseball

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Tuesday, March 03, 2009

Farm Value Rankings

By Tangotiger, 10:42 AM

Victor compiles the list from 4 different sources and gives us his overall rankings.

For each list, I took the No. 1-rated prospect and gave him 100 points, 99 points to No. 2, 98 points to No. 3 etc.

Little food for thought: a better way is to have it follow a more logarithmic scale.  After all, the difference between the #1 and #11 is not the same as the difference between the #71 and #81.

For example, if you use this equation:
4.65-LN(Rank+3))*56.63

Will give you the following for the top 10 and bottom 10 players:
Rank Tango Victor
1 185 100
2 172 99
3 162 98
4 153 97
5 146 96
6 139 95
7 133 94
8 128 93
9 123 92
10 118 91
...
91 6 10
92 5 9
93 5 8
94 4 7
95 4 6
96 3 5
97 3 4
98 2 3
99 1 2
100 1 1

The average for both of us is exactly 50.5.  It’s just that in my case, they are more spread out: standard deviation of 43 for me and 29 for Victor.

Now, whether you want to do “Rank + 3” or something else all depends on how much spread you “should” have.  And of course the slope and intercept values would change so that you still get a mean of 50.5. 

Just something to think about…


#1          (see all posts) 2009/03/03 (Tue) @ 12:18

The only down side to that is that players whom the lists don’t agree on, will be overrated.  Under Victor’s numbering, getting a 1,2,3 is the same as 2,2,2.  Under yours, the 1,2,3 player is rated higher.  I’m not sure whether reliability or upside is more important in a prospect.  Probably upside, so maybe your way is the best.


#2    Tangotiger      (see all posts) 2009/03/03 (Tue) @ 12:27

As I said, you can alter that “Rank + 3” to be something like “Rank + 100” and essentially be a match to Victor.

So, I don’t know.  I’m just pretty sure that if you ask Keith Law, he will agree that the gap between 1/11 is not the same as 71/81.


#3    weskelton      (see all posts) 2009/03/03 (Tue) @ 15:45

I can see the reasons why you might want something with a more logarithmic shape to it, but I’m wondering how exactly you arrived at the formula you did?  Is there evidence as to why this formula in particular would be useful.


#4    Tangotiger      (see all posts) 2009/03/03 (Tue) @ 15:46

It was purely for illustration.


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