An experiment is performed as follows, A fair 6 sided die is rolled to determine
ID: 3203312 • Letter: A
Question
An experiment is performed as follows, A fair 6 sided die is rolled to determine which of two coins to flip. If a 6 is rolled, then an unbalanced coin that has P(heads) = 0.9 is flipped. If a 6 is not rolled, then a fair coin is flipped.
a) If the flipped coin lands heads, what is the probability that when the die was rolled it landed on a 6?(A tree diagram may be helpful)
b) If this experiment is performed 50 times, and X denotes the number of times the result is heads, calculate E(3X+1).
c) Why can a poisson distribution not be used to estimate the X defined in part (b)?
Explanation / Answer
a) here let probabilty that on adie 6 comes =P(DS) =1/6
and not coming 6 =P(DNS) =5/6
let probabilty of head =P(H)
a) hence P(H) =P(DS)*P(H|DS) +P(DNS)*P(H|DNS) =(1/6)*0.9+(5/6)*0.5 =0.5667
probability that when the die was rolled it landed on a 6, given it flipped heads =P(DS|H) =P(DS)*P(H|DS)/P(H)
=(1/6)*(0.9)/0.5667=0.2647
b)as probabilty of coming head =0.5667
hence in 50 times expected X =np =50*0.5667 =28.33
therefore E(3X+1) =3*E(X)+1 =3*28.33+1 =86
c) as probabilty is fixed here for a trail , hence we can not use poisson approximation.also for poisson p value should be very less and n should be very large.
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