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.
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 |
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