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.
96 | 170 | 125 | 99 | 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 |
Given that,
96 | 170 | 125 | 99 | 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.)
Sample mean startup cost x = x / n = (96+170+125+99+75+94+116+100+85) / 9 = 960/9 = 106.66
x = 106.7 thousand dollars (Rounded answers to one decimal place.)
sample standard deviation s = sqrt ( (x - Sample mean)^2 / (n-1))
=sqrt(((96-106.7)^2+(170-106.7)^2+(125-106.7)^2+(99-106.7)^2+(75-106.7)^2+(94-106.7)^2+(116-106.7)^2+(100-106.7)^2+(85-106.7)^2) / (9-1))
= sqrt(6284.01/8)
=28.02679521
s = 28.0 thousand dollars (Rounded answers to one decimal place.)
(b) Find a 90% confidence interval for the population average startup costs μ for candy store franchises. (Round your answers to one decimal place.)
c = 90% = 90/100 = 0.90
= 1-c = 1-0.90 = 0.1
/2 = 0.1/2 = 0.05
Degree of freedom = df = n-1 = 9-1 = 8
Critical value = = = 1.859547
90% CI = Sample mean * (s/sqrt(n))
90% CI = 106.7 1.859547* (28.0 /sqrt(9))
90% CI = 106.7 17.355772
Lower limit = 106.7-17.355772= 89.344228 = 89.3 (Rounded to one decimal place)
Upper limit = 106+17.355772= 123.355772 = 123.4(Rounded to one decimal place)
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