In: Statistics and Probability
Solution :
a) Sum of all probabilities must be equal to one. Hence,
0.135 + 0.141 + 0.150 + p + 0.134 + 0.122 + 0.101 + 0.074 = 1
0.857 + p = 1
p = 1 - 0.857
p = 0.143
b) We have to find P(X ≤ 2).
P(X ≤ 2) = P(X = 0) + P(X = 1) + P(X = 2)
P(X ≤ 2) = 0.135 + 0.141 + 0.150
P(X ≤ 2) = 0.426
Hence, the probability that at most two bottles will be sold on a randomly selected day is 0.426.
c) We have to find P(X ≥ 2).
P(X ≥ 2) = 1 - P(X < 2)
P(X ≥ 2) = 1 - [P(X = 0) + P(X = 1)]
P(X ≥ 2) = 1 - [0.135 + 0.141]
P(X ≥ 2) = 1 - 0.276
P(X ≥ 2) = 0.724
Hence, the probability that at least two bottles will be sold on a randomly selected day is 0.724.
d) The average for a discrete random variable is given by,
The average number of bottles sold per day is 3.14.
e) The standard deviation is given as follows :
We have, E(X) = 3.14
Now,
The standard deviation of the number of bottles sold per day is 2.1504.
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