Problem 2 Let (,,P) be a probability space. (1) For measurable events A,B,CE A with P(C) >0 and P(BnC) > 0, show that P(AnBnC)=P(A | BOC) P(B | C)P(C). (2) Let A be a measurable event and let B₁,...,B, EA as well as C₁,...,Cm E A be partitions of the sample space 2, i.e. B, nB, = Ø for i #j; CnCe = for k‡ l; and Show that n m Q=UB₁=UC₁. j=1

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Problem 2
Let (,,P) be a probability space.
(1) For measurable events A,B,CE A with P(C) >0 and P(BnC)>0, show that
P(AnBnC)=P(A | BnC)P(B|C)P(C).
(2) Let A be a measurable event and let B₁,...,B₁ € A as well as C₁,...,Cm E A be partitions of
the sample space , i.e. B; nB;= for i #j; CnCe = fork #l; and
Show that
n m
P(A)=P(A|B₂nC;)P(B, C;)P(C;).
m n
n
m
Q=ÜB₁ =ÜC₁.
i=1
j=1
i=1j=1
if P(C;) >0 and P(B; nC;) >0 for all i = 1,...,n and j = 1,..., m.
(3) Let X, Y, Z be random variables on (n,A,P) with possible values x₁,...,xe ER for X; y₁,...,ym €
R for Y; and 2₁,...,Zn ER for Z. Suppose that P(Z = zh) >0 and P(Y = yj, Z = zk) > 0 for all
k = 1,...,n and j = 1,...,m. Show that for every i = 1,...,.
j=1k=1
P{X = xi} = [[P{X=xi | Y=yj, Z = zh} P {Y=yj | Z = zk} P {Z = zk}.
Transcribed Image Text:Problem 2 Let (,,P) be a probability space. (1) For measurable events A,B,CE A with P(C) >0 and P(BnC)>0, show that P(AnBnC)=P(A | BnC)P(B|C)P(C). (2) Let A be a measurable event and let B₁,...,B₁ € A as well as C₁,...,Cm E A be partitions of the sample space , i.e. B; nB;= for i #j; CnCe = fork #l; and Show that n m P(A)=P(A|B₂nC;)P(B, C;)P(C;). m n n m Q=ÜB₁ =ÜC₁. i=1 j=1 i=1j=1 if P(C;) >0 and P(B; nC;) >0 for all i = 1,...,n and j = 1,..., m. (3) Let X, Y, Z be random variables on (n,A,P) with possible values x₁,...,xe ER for X; y₁,...,ym € R for Y; and 2₁,...,Zn ER for Z. Suppose that P(Z = zh) >0 and P(Y = yj, Z = zk) > 0 for all k = 1,...,n and j = 1,...,m. Show that for every i = 1,...,. j=1k=1 P{X = xi} = [[P{X=xi | Y=yj, Z = zh} P {Y=yj | Z = zk} P {Z = zk}.
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A, B, C are measurable events with PC>0 and PBC>0.

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