Question

In: Statistics and Probability

Do you want to own your own candy store? Wow! With some interest in running your...

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

Solutions

Expert Solution

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.


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