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.

93 176 128 96 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

Solution:

x x2
93 8649
176 30976
128 16384
96 9216
75 5625
94 8836
116 13456
100 10000
85 7225
x=963 x2=110367

The sample mean is

Mean     = (x / n) )

=93+176+128+96+75+94+116+100+85 /9

=963/9

=107

The sample standard is S

  S =( x2 ) - (( x)2 / n ) n -1

=110367-(963)298

=110367-1030418

=73268

=915.75

=30.2614

Degrees of freedom = df = n - 1 = 9 - 1 = 8

At 90% confidence level the z is ,

= 1 - 90% = 1 - 0.90 = 0.10

/ 2 = 0.10 / 2 = 0.05

t /2,df = t0.05,8 =1.859

Margin of error = E = t/2,df * (s /n)

= 1.859 * (30.3 / 9)

= 18.8

Margin of error = 18.8

The 90% confidence interval estimate of the population mean is,

- E < < + E

107 - 18.8 < < 107 + 18.8

88.2 < < 125.8

lower limit = 88.2

upper limit =125.8


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