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Sum/differences of two normal variables

  1. May 26, 2010 #1
    1. The problem statement, all variables and given/known data

    I have Bt+s ~ N (0, t+s) and Bs ~ N(0,s).
    I want to find the mean and variance of Bt+s + Bt+s - Bs - Bs.

    2. Relevant equations

    (i) I know that the sum of independent normals is again normal with mean = sum of means and variance = sum of variances.

    (ii) I also know that cX ~ N(cμ, c2σ2)

    3. The attempt at a solution

    Obviously the mean is easy to calculate since it is 0 all round, but I'm having problems with the variance.

    If I wanted to find distribution of:
    Bt+s + Bt+s it would be ~N(0,t+s+t+s)
    No issues here

    But now since I have a negative infront of the Bs, how will that come into effect? Notice how property (i) above is regarding the sum of independent normals, what about the difference between two independent normals?

    Do I change -Bs (by property (ii) above) so that it has a distribution ~ N ((-1)0, (-1)2(s))

    Does this change the negative out the front of Bs to a positive?

    i.e, -Bs ~ N (0, s) and then sum the variances so that:

    Bt+s + Bt+s - Bs - Bs ~ N (0, (t+s)+(t+s)+(s)+(s))

    i.e. Bt+s + Bt+s - Bs - Bs ~ N (0, 2t+4s)?

    hope it all makes sense
     
    Last edited: May 26, 2010
  2. jcsd
  3. May 26, 2010 #2

    statdad

    User Avatar
    Homework Helper

    If [itex] X [/itex] is [itex] n(\mu, \sigma^2) [/itex]

    then [itex] aX[/itex] is [itex]n(a\mu, a^2 \sigma^2)[/itex]

    If [itex] X, Y [/itex] are independent, then

    [tex]
    \sigma^2_{aX+bY} = a^2 \sigma^2_X + b^2\sigma^2_Y
    [/tex]

    and both of these hold regardless of the sign of [itex] a [/itex] and [itex] b [/itex].
     
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