In: Statistics and Probability
Problem 1
It is known that the weights of M&M milk chocolate candy bags are normally distributed with the average weight of 11.04 ounces and the standard deviation of 0.82 ounces. One bag is randomly selected. Answer the following
Question 1 What is the probability that the weight of this bag is 10.65 ounces?
a) 0.3156
b) 0
c) 0.6844
d) none of the above
Question 2 What is the probability of the weight of this bag exceeding 11.93 ounces?
a) 0.1379
b) 0.4013
c) 0.8621
d) none of the above
Question 3 Find the probability that the weight of this bag is between 10.45 and 12.17 ounces
a) 0.7389
b) 0.4325
c) 0.6804
d) none of the above
Solution :
Given that ,
mean = = 11.04
standard deviation = = 0.82
Question 1
P(x < 10.65) = P[(x - ) / < (10.65 - 11.04) / 0.82]
= P(z < -0.48)
= 0.3156
probability = 0.3156
option a) is correct
Question 2
P(x > 11.93) = 1 - P(x < 11.93)
= 1 - P[(x - ) / < (11.93 - 11.04) / 0.82]
= 1 - P(z < 1.09)
= 1 - 0.8621
= 0.1379
Probability = 0.1379
option a) is correct
Question 3
P(10.45 < x < 12.17) = P[(10.45 - 11.04)/ 0.82) < (x - ) / < (12.17 - 11.04) / 0.82) ]
= P(-0.72 < z < 1.38)
= P(z < 1.38) - P(z < -0.72)
= 0.9162 - 0.2358
= 0.6804
Probability = 0.6804
option c) is correct