In an effort to estimate the mean amount spent per customer for dinner at a major Atlanta restaurant, data were collected from 64 randomly selected customers.  The sample mean was calculated as $27.75 with a sample standard deviation of $4.  We wish to develop a 91% confidence interval for the mean amount spent per customer for dinner at this restaurant.  Assume that the standard deviation of the amounts spent by ALL customers is $4.30.   The resulting 91% confidence interval is given by  27.75±0.91127.75±0.911    Based upon the above confidence interval, can it be concluded – with at least 91% confidence – that the average customer spends more than $25 at the restaurant?        AC YES NO                     ["", ""]               and Why?

Definition Definition Measure of central tendency that is the average of a given data set. The mean value is evaluated as the quotient of the sum of all observations by the sample size. The mean, in contrast to a median, is affected by extreme values. Very large or very small values can distract the mean from the center of the data. Arithmetic mean: The most common type of mean is the arithmetic mean. It is evaluated using the formula: μ = 1 N ∑ i = 1 N x i Other types of means are the geometric mean, logarithmic mean, and harmonic mean. Geometric mean: The nth root of the product of n observations from a data set is defined as the geometric mean of the set: G = x 1 x 2 ... x n n Logarithmic mean: The difference of the natural logarithms of the two numbers, divided by the difference between the numbers is the logarithmic mean of the two numbers. The logarithmic mean is used particularly in heat transfer and mass transfer. ln x 2 − ln x 1 x 2 − x 1 Harmonic mean: The inverse of the arithmetic mean of the inverses of all the numbers in a data set is the harmonic mean of the data. 1 1 x 1 + 1 x 2 + ...