SOLUTION: If A and B are independent events, show that A and B' are also independent events, where B' is the complementary event of B.
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Question 935211: If A and B are independent events, show that A and B' are also independent events, where B' is the complementary event of B. Answer by Edwin McCravy(20056) (Show Source):
Given: P(AᑎB) = P(A)P(B)
Prove: P(AᑎB') ≟ P(A)P(B')
Let P(AᑎB')=w
Let P(AᑎB)=x
Let P(A'ᑎB)=y
Let P(A'ᑎB')=z
Then x+y+w+z = 1
Draw a Venn diagram with the probability of each region written
in each region:
P(AᑎB) = P(A)P(B) given
x = (w+x)(x+y)
x(w+x+y+z) = (w+x)(x+y) since w+x+y+z = 1
wx+x²+xy+xz = wx+wy+x²+xy multiplying out
xz = wy
We want to prove:
P(AᑎB') ≟ P(A)P(B')
w ≟ (w+x)(w+z)
w(w+x+y+z) ≟ (w+x)(w+z) since w+x+y+z = 1
w²+wx+wy+wz ≟ w²+wz+wx+xz
So to prove that, we take
wy = xz same as xz = wy , proved above
and add w²+wx+wz to both sides:
wy+w²+wx+wz = xz+w²+wx+wz
w²+wx+wy+wz = w²+wz+wx+xz rearrange to reverse the above steps
w(w+x+y+z) = (w+x)(w+z)
w = (w+x)(w+z) since w+x+y+z = 1
P(AᑎB') = P(A)P(B') which is what we had to prove.
Edwin