21) Approximate the probability that in 205 tosses of a fair die, we will obtain at least 109 fives.
Solution:
Here, we have to use the normal approximation for finding required probability.
We have to find P(X≥109) = P(X>108.5) (by using continuity correction)
We are given
n = 205
p = P(5) = 1/6 = 0.1667
q = 1 - p = 1 - 0.1667 = 0.8333
Mean = np = 205*0.1667 = 34.1735
SD = sqrt(npq) = sqrt(205*0.1667*0.8333) = 5.336364
P(X>108.5) = 1 - P(X<108.5)
Z = (X - mean)/SD
Z = (108.5 - 34.1735)/ 5.336364
Z = 13.9283
P(Z<13.9283) = P(X<108.5) = 1
(by using z-table or excel)
P(X>108.5) = 1 - P(X<108.5)
P(X>108.5) = 1 - 1
P(X>108.5) = 0.0000
Required probability = 0.0000
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