In: Statistics and Probability
Do you want to own your own candy store? Wow! With some interest in running your own business and a decent credit rating, you can probably get a bank loan on startup costs for franchises such as Candy Express, The Fudge Company, Karmel Corn, and Rocky Mountain Chocolate Factory. Startup costs (in thousands of dollars) for a random sample of candy stores are given below. Assume that the population of x values has an approximately normal distribution.
94 | 171 | 126 | 98 | 75 | 94 | 116 | 100 | 85 |
(a) Use a calculator with mean and sample standard deviation keys to find the sample mean startup cost x and sample standard deviation s. (Round your answers to one decimal place.)
x = | thousand dollars |
s = | thousand dollars |
(b) Find a 90% confidence interval for the population average
startup costs μ for candy store franchises. (Round your
answers to one decimal place.)
lower limit | thousand dollars |
upper limit | thousand dollars |
The sample size is n = 9 . The provided sample data along with the data required to compute the sample mean and sample variance are shown in the table below:
X | X2 | |
94 | 8836 | |
171 | 29241 | |
126 | 15876 | |
98 | 9604 | |
75 | 5625 | |
94 | 8836 | |
116 | 13456 | |
100 | 10000 | |
85 | 7225 | |
Sum = | 959 | 108699 |
The sample mean is computed as follows:
x = 106.5
Also, the sample variance is
Therefore, the sample standard deviation s is
s = 28.5
the required confidence level is 90%.
The number of degrees of freedom are df = 9 - 1 = 8 , and the significance level is α=0.1.
Based on the provided information, the critical t-value for α=0.1 and df = 8 degrees of freedom is t_c = 1.86
The 90% confidence for the population mean μ is computed using the following expression
Therefore, based on the information provided, the 90 % confidence for the population mean μ is
CI = (88.9, 124.2)
which completes the calculation.