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Expectancy Question
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Professional Poster
Join Date: Dec 2000
Location: Chicago, Illinois
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So here's a homework problem I can't seem to get a "nice" answer to. I need to calculate the expected (average) number of balls needed to be thrown into b bins so as to get a bin with 2 balls. The formulation I got (which matches my brute force evaluation of the average) looks like this:
H(i) is the probability of getting the 2-ball condition on the ith throw - no 2-ball condition can have occurred on the previous i-1 throws.
M(i) is the probability of not getting the 2-ball condition on the ith throw.
_____H(i)_________________M(i)
1____0___________________1
i_____(i-1)xM(i-1)/b______M(i-1) - H(i)
And so my expectancy function is:
E[X] = sum from i=1 to b+1 of i*H(i)
This works, but it doesn't have a nice, easy form that I can develop. Another technique I wanted to try (but isn't giving me the right answer) looks like this:
The probability that the first i-1 throws do not result in a double balled bin is b/b * (b-1)/b * (b-2)/b * ... * (b-(i-2)) / b = 1/(b-i+1)!
The probability that the ith throw will land in one of the i-1 bins that already have a ball is (i-1)/b. Therefore, my expectancy function would be:
E[X] = sum from i=1 to b of i*(i-1) / (b*(b-1+i)!)
Any suggestions?
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Grizzled Veteran
Join Date: Jun 2002
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It will require a lot of balls to answer that question.
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Addicted to MacNN
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I remember doing this in college, but now, 13 years later, I have yet to come up with a reason to use such formulas in real life.
I wish i could help you, but I also forgot how to.
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I'm a bird. I am the 1% (of pets).
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Professional Poster
Join Date: Sep 2005
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My expectancy equation of being able to help you is:
E[x] = 0 (for all real values of x).
I can picture the problem in my head, but the math just ain't coming.
I might be able to give you an imaginary answer, if you like!
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Professional Poster
Join Date: Dec 2000
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I actually know the output values of the function (by brute force solving the recurrence), but I don't know of a non-recursive way to state the solution function.
Bins: 1 Avg: 2.0 Formula : 2.0
Bins: 2 Avg: 2.499 Formula : 2.5
Bins: 3 Avg: 2.894 Formula : 2.888888888888889
Bins: 4 Avg: 3.194 Formula : 3.21875
Bins: 5 Avg: 3.523 Formula : 3.5104
Bins: 6 Avg: 3.744 Formula : 3.774691358024691
Bins: 7 Avg: 3.975 Formula : 4.018138700711439
Bins: 8 Avg: 4.245 Formula : 4.245018005371094
Bins: 9 Avg: 4.456 Formula : 4.458315744885656
Bins: 10 Avg: 4.605 Formula : 4.660215680000001
Bins: 11 Avg: 4.869 Formula : 4.852372050737358
Bins: 12 Avg: 5.058 Formula : 5.036073675098951
Bins: 13 Avg: 5.187 Formula : 5.212347912952521
Bins: 14 Avg: 5.301 Formula : 5.382029424383519
Bins: 15 Avg: 5.445 Formula : 5.545807285147228
Bins: 16 Avg: 5.712 Formula : 5.704258247072678
Bins: 17 Avg: 5.918 Formula : 5.857870820801627
Bins: 18 Avg: 5.985 Formula : 6.007063098992892
Bins: 19 Avg: 6.073 Formula : 6.15219620095745
Bins: 20 Avg: 6.186 Formula : 6.293584586000901
Avg is my brute force calculation, while formula is the output of the recursive model (seems close enough for me). Maybe there's a math program that can take input values and create a pretty good guess for the function? (unfortunately, there are infinitely many functions with match outputs, so I'm not holding my breath).
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Your title through me all off, I took the expectancy literally. As I thought it was referring to pregnancy. 
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"Never give in, never give in, never, never, never, never - in nothing, great or small, large or petty - never give in except to convictions of honor and good sense." Winston Churchill
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Professional Poster
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I hope I'm not pregnant! 
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Baninated
Join Date: Jun 2000
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Or how often you have to urinate.
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Mac Elite
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"Give me a lever long enough and a fulcrum on which to place it, and I shall move the world." -Archimedes
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Posting Junkie
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0. It's rigged like at state fairs.
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I didn't expect this, either.
/still got nothin'
//maybe I should just go home
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Professional Poster
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/mal
"I sentence you to be hanged by the neck until you cheer up."
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true...no false...true...false false FALSE
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"I'm for anything that gets you through the night, be it prayer, tranquilizers, or a bottle of Jack Daniel's."
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Professional Poster
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The answer is 5! 5 Balls Ha ha ha!
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Mac Elite
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what do you mean - an african or a european swallow?
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one post closer to five stars
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Baninated
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I was expecting a baby. Nuts.. Still my anwser is "7h to the Nth root of the Gamma corn"
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Grizzled Veteran
Join Date: Feb 2004
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Originally Posted by wdlove
Your title through me all off, I took the expectancy literally. As I thought it was referring to pregnancy.
there's women in here?
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