In: Statistics and Probability
A study found that the mean amount of time cars spent in drive-throughs of a certain fast-food restaurant was
140.9140.9
seconds. Assuming drive-through times are normally distributed with a standard deviation of
2424
seconds, complete parts (a) through (d) below.Click here to view the standard normal distribution table (page 1).
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Click here to view the standard normal distribution table (page 2).
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(a) What is the probability that a randomly selected car will get through the restaurant's drive-through in less than
105105
seconds?The probability that a randomly selected car will get through the restaurant's drive-through in less than
105105
seconds is
nothing.
(Round to four decimal places as needed.)
(b) What is the probability that a randomly selected car will spend more than
184184
seconds in the restaurant's drive-through?The probability that a randomly selected car will spend more than
184184
seconds in the restaurant's drive-through is
nothing.
(Round to four decimal places as needed.)
(c) What proportion of cars spend between
22
and
33
minutes in the restaurant's drive-through?The proportion of cars that spend between
22
and
33
minutes in the restaurant's drive-through is
nothing.
(Round to four decimal places as needed.)
Answer A study found that the mean amount of time cars spent in drive-throughs of a certain fast-food restaurant was 140.9 seconds. Assuming drive-through times are normally distributed with a standard deviation of 24seconds.
Solution:
μ = 140.9
σ = 24
(a) The probability that a randomly selected car will get through the restaurant's drive-through in less than 105 seconds:
P(X < 105) = P(X - μ)/σ < (105-140.9)/24
= P(Z < -1.50)
= 0.0668 (from standard normal distribution table)
The probability that a randomly selected car will get through the restaurant's drive-through in less than 105 seconds is 0.0668
(b) What is the probability that a randomly selected car will spend more than 184 seconds in the restaurant's drive-through:
P(X > 184) = P(Z > (184 - 140.9)/24)
= P(Z > 1.80)
= 0.0359 (from standard normal distribution table)
The probability that a randomly selected car will spend more than 184 seconds in the restaurant's drive-through is 0.0359
(c) What proportion of cars spend between 2 and 3 minutes in the restaurant's drive-through:
2 minutes = 120 seconds
3 minutes = 180 seconds
P(2 < X <3) = P((120-140.9)/24 < Z <
(180-140.9)/24)
= P(- 0.87 < Z < 1.63)
= P(Z>1.63) - P(Z< -0.87)
(from standard normal distribution table)
= 0.9484 - 0.1922
= 0.7562
The proportion of cars that spend between 2 and 3 minutes in the restaurant's drive-through is 0.7562.