In: Statistics and Probability
Nacirema Airlines is buying a fleet of new fuel-efficient
planes. The HogJet and the LitheJet both meet their price and
performance needs, and both planes meet EPA noise guidelines.
However, the quieter plane is preferred. Each plane is flown
through a typical takeoff and landing sequence 10 times, while
remote sensors at ground level record the noise levels (in
decibels).
The average noise levels from these 10 flights are 80.34 for
LitheJet and 82.47 for HogJet, the pooled variance is reported to
be equal to 2.73.
Is there enough evidence to conclude that LitheJet planes are
quieter?
Show how to calculate test statistics, p val, etc for conclusion.
n1 =10, = 80.34
n2= 10, = 82.47
pooled variance = = 2.73
pooled standard deviation = Sp=1.65227
Null and alternative hypothesis is
Ho:
Ha:
formula for test statistics is
t = -2.883
test statistics =-2.883
now calculate p-value for left tailed test with df= n1+n2-2 = 10+10-2 = 18
using t table we get
P-Value = 0.0050
decision rule is
Reject Ho if (P-Value) < ( )
here
(P-Value= 0.0050) < ( = 0.05)
Hence,
Null hypothesis is rejected.
Conclusion:
Therefoe there is enough sufficient evidence to conclude that LitheJet planes are quieter at = 0.05.