+ Reply to Thread
Results 1 to 4 of 4

Thread: expectation problem

  1. #1
    Points: 433, Level: 8
    Level completed: 66%, Points required for next Level: 17

    Posts
    3
    Thanks
    1
    Thanked 0 Times in 0 Posts

    expectation problem



    10 balls are inserted (uniformly) into five jars ..each insertion is independent from the others.
    compute E(X1*X2) where X1 and X2 describes the number of balls in each jar.

    so far:
    -P=Pr(Success from each jar poin of view=the ball was inserted into it)=1/5
    -E(X1*X2)=E(E(X1*X2|X1))=E(X1*(10-X1)*P)=P(E(10X1-X1^2)=1OPE(X1)-E(X1^2)=10*(1/5)-10*9*((1/5)^2)+10*(1/5)) =4-90/25+2

    what am i doing wrong ?
    Last edited by bravehera1; 01-16-2012 at 05:09 PM.

  2. #2
    RotParaTon
    Points: 46,287, Level: 100
    Level completed: 0%, Points required for next Level: 0
    Awards:
    Discussion EnderPosting AwardFrequent PosterCommunity AwardMaster Tagger
    Dason's Avatar
    Location
    Ames, IA
    Posts
    9,083
    Thanks
    211
    Thanked 1,609 Times in 1,379 Posts

    Re: expectation problem

    Do you mean X1 is the number placed in the first jar and X2 is the number placed in the second jar?

  3. #3
    Points: 433, Level: 8
    Level completed: 66%, Points required for next Level: 17

    Posts
    3
    Thanks
    1
    Thanked 0 Times in 0 Posts

    Re: expectation problem

    Quote Originally Posted by Dason View Post
    Do you mean X1 is the number placed in the first jar and X2 is the number placed in the second jar?
    nop, x1 =number of balls inserted into the first jar..
    in each step, a ball is inserted into one of the five jars.. so after 10 steps there are
    x1 balls in jar 1,x2 balls in jar 2 ...

    thanks for your reply.

  4. #4
    Points: 690, Level: 13
    Level completed: 80%, Points required for next Level: 10

    Posts
    17
    Thanks
    1
    Thanked 2 Times in 2 Posts

    Re: expectation problem


    Define Xi- the number of balls that were inserted into jar i. (notice that Xi~Bin(10,1/5))
    Define pi- the probability of a ball to be inserted into jar i. In this case, pi=1/5 for all i.

    X=(X1,...,X5)
    P=(p1,...,p5)

    X~ Multinomial (10, P)
    and Cov(Xi,Xj)=-n*pi*pj

    http://en.wikipedia.org/wiki/Multinomial_distribution

    use the following formula to find the expectation of the product:
    E(X1*X2)-E(X1)*E(X2)=Cov(X1,X2)

  5. The Following User Says Thank You to David1 For This Useful Post:

    bravehera1 (02-14-2012)

+ Reply to Thread

Tags for this Thread

Posting Permissions

  • You may not post new threads
  • You may not post replies
  • You may not post attachments
  • You may not edit your posts








Advertise on Talk Stats