In: Statistics and Probability
How much does a sleeping bag cost? Let's say you want a sleeping bag that should keep you warm in temperatures from 20°F to 45°F. A random sample of prices ($) for sleeping bags in this temperature range is given below. Assume that the population of x values has an approximately normal distribution. 105 80 45 35 105 65 30 23 100 110 105 95 105 60 110 120 95 90 60 70
(a) Use a calculator with mean and sample standard deviation keys to find the sample mean price x and sample standard deviation s. (Round answers to two decimal places.) x = $ s = $
(b) Using the given data as representative of the population of prices of all summer sleeping bags, find a 90% confidence interval for the mean price μ of all summer sleeping bags. (Round answers to two decimal places.) lower limit $ upper limit $
Solution:
x | x2 |
105 | 11025 |
80 | 6400 |
45 | 2025 |
35 | 1225 |
105 | 11025 |
65 | 4225 |
30 | 900 |
23 | 529 |
100 | 10000 |
110 | 12100 |
105 | 11025 |
95 | 9025 |
105 | 11025 |
60 | 3600 |
110 | 12100 |
120 | 14400 |
95 | 9025 |
90 | 8100 |
60 | 3600 |
70 | 4900 |
∑x=1608 | ∑x2=146254 |
a ) Mean ˉx=∑xn
=105+80+45+35+105+65+30+23+100+110+105+95+105+60+110+120+95+90+60+70/20
=1608/20
=80.4
Sample Standard deviation S=√∑x2-(∑x)2nn-1
=√146254-(1608)220/19
=√146254-129283.2/19
=√16970.8/19
=√893.2
=29.8865
b ) Degrees of freedom = df = n - 1 = 20 - 1 = 19
At 90% confidence level the z is ,
= 1 - 90% = 1 - 0.90 = 0.10
/ 2 = 0.10 / 2 = 0.05
t /2,df = t0.05,19 =1.729
Margin of error = E = t/2,df * (s /n)
= 1.729* (29.89 / 20)
= 11.56
Margin of error = 11.56
The 90% confidence interval estimate of the population mean is,
- E < < + E
80.4 - 11.56 < < 80.4 +11.56
68.84 < < 91.96
lower limit =68.84
Upper limit =91.96