In: Statistics and Probability
Waiters at a restaurant chain earn an average of $256 per shift (regular pay + tips) with a standard deviation of $35. For random samples of 36 shifts at the restaurant, within what range of dollar values will their sample mean earnings fall, with 98% probability?
Range: ? to ?
Solution,
Given that,
mean = = 256
standard deviation = = 35
n = 36
= = 256
= / n = 35 / 36 = 5.83
Using standard normal table,
P( -z < Z < z) = 98%
= P(Z < z) - P(Z <-z ) = 0.98
= 2P(Z < z) - 1 = 0.98
= 2P(Z < z) = 1 + 0.98
= P(Z < z) = 1.98/ 2
= P(Z < z) = 0.99
= P(Z < 2.33 ) = 0.99
= z ± 2.33
Using z-score formula
= z * +
= -2.33 * 5.83 + 256
= 242.4
Using z-score formula
= z * +
= 2.33 * 5.83 + 256
= 269.6
Range = 242.4 to 269.6