In: Statistics and Probability
The amount of time a bank teller spends with each customer has a population mean, μ, of 2.90 minutes and a standard deviation, σ, of 0.40 minute. Complete parts (a) through (c).
a. If you select a random sample of 16 customers, what is the probability that the mean time spent per customer is at least 2.7 minutes?
nothing
(Round to four decimal places as needed.)
b. If you select a random sample of 16 customers, there is an 84% chance that the sample mean is less than how many minutes?
(Round to four decimal places as needed.)
c. If you select a random sample of 100 customers, there is an 84% chance that the sample mean is less than how many minutes?
(Round to four decimal places as needed.)
Solution :
Given that,
mean = = 2.90
standard deviation = = 0.40
n = 16
= = 2.90
= / n = 0.40 / 16 = 0.1
a) P( 2.7) = 1 - P( 2.7)
= 1 - P[( - ) / (2.7 - 2.90) / 0.1 ]
= 1 - P(z -2.0)
Using z table,
= 1 - 0.0228
= 0.9772
b) Using standard normal table,
P(Z < z) = 84%
= P(Z < z ) = 0.84
= P(Z < 0.99 ) = 0.84
z = 0.99
Using z-score formula
= z * +
= 0.99 * 0.1 + 2.90
= 2.999
c) n = 100
= = 2.90
= / n = 0.40/ 100 = 0.04
Using standard normal table,
P(Z < z) = 84%
= P(Z < z ) = 0.84
= P(Z < 0.99) = 0.84
z = 0.99
Using z-score formula
= z * +
= 0.99 * 0.04 +2.90
= 2.9396