In: Statistics and Probability
he table below contains the overall miles per gallon (MPG) of a type of vehicle. Complete parts a and b below.
29 |
27 |
23 |
35 |
28 |
20 |
28 |
30 |
29 |
27 |
35 |
29 |
34 |
33 |
a. Construct a 99% confidence interval estimate for the population mean MPG for this type of vehicle, assuming a normal distribution.The 99% confidence interval estimate is from
MPG to MPG. (MPG) Miles per gallon.
(Round to one decimal place as needed.)
b. interpret the interval of (a)
Solution:
x | x2 |
29 | 841 |
27 | 729 |
23 | 529 |
35 | 1225 |
28 | 784 |
20 | 400 |
28 | 784 |
30 | 900 |
29 | 841 |
27 | 729 |
35 | 1225 |
29 | 841 |
34 | 1156 |
33 | 1089 |
x = 407 | x2 = 12073 |
a ) The sample mean is
Mean = (x / n) )
= ( 29+27+,23,+35,+28,+20,+28,+30,+29,+27,+35,+29,+34,+33/ 14 )
= 407 / 14
= 29.0714
Mean = 29.1
The sample standard is S
S = ( x2 ) - (( x)2 / n ) n -1
= (12073(407 )2 / 14 ) 13
= ( 12073 - 11832.0714 / 13)
= (240.9286 / 13)
= 18.533
= 4.305
The sample standard is 4.3
b ) At 99% confidence level the t is ,
= 1 - 99% = 1 - 0.99 = 0.01
/ 2 = 0.01 / 2 = 0.005
t /2,df = t0.005,13 = 3.012
Margin of error = E = t/2,df * (s /n)
= 3.012 * (4.3 / 14)
= 3.5
Margin of error = 3.5
The 99% confidence interval estimate of the population mean is,
- E < < + E
29.1 - 3.5 < < 29.1 + 3.5
25.6< <32.6
(25.6, 32.6 )