Saturday, 1 August 2015

probability theory - If Z=X on A and Z=Y on Ac then Z is a random variable




Let X and Y be random random variables and let AB. Prove that the function Z defined by
Z(ω)={X(ω), if ωAY(ω), if ωAc


is a random variable




Proof so far:
Z1((,a])={ω:Z(ω)a}={ω:Z(ω)a,ωA}{ω:Z(ω)a,ωAc}=Y1[a,)X1([a,))


So Z is measurable


Answer



Let X,Y be random variables in (Ω,B,P).




If AB, then 1A and 1AC are random variables.



Note that



Z=X1A+Y1AC



Since sums or products of random variables in (Ω,B,P) are random variables in (Ω,B,P), Z is a random variable in (Ω,B,P).







As for your proof, I think you should say:




  1. aR


  2. have Za instead of Za


  3. Z is B-measurable



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