In: Statistics and Probability
The hydrocarbon emissions at idling speed in parts per million
(ppm) for automobiles of 1980 and...
- The hydrocarbon emissions at idling speed in parts per million
(ppm) for automobiles of 1980 and 1990 model years are given for 20
randomly and independently selected cars. The data can be found in
the excel file Auto with variables name Model and Emission. At the
5% significance level, do we have sufficient evidence to conclude
that the true mean hydrocarbon emissions were greater for 1980
models than 1990 models? (17 points total)
- Label the Parameters: (3 points)
- State null and alternative hypotheses in parameter notation:
(2 points)
H0:
Ha:
- Propose an appropriate hypothesis test. Explain! (2
points)
- Verify the required conditions for the proposed hypothesis
test: (3 points)
Randomization assumption:
Normality assumption:
Equal population variance assumption:
Note: Attach R codes and outputs in the following space:
- Report a test statistic, df, and p-value. (3
points)
Test statistic =
df =
p-value
=
Note: Attach R codes and outputs in the following space:
- Make a decision of hypothesis test: (2
points)
- Make a conclusion of hypothesis test in context: (2
points)
Model |
Emission |
Eighty |
380 |
Eighty |
475 |
Eighty |
241 |
Eighty |
340 |
Eighty |
435 |
Eighty |
210 |
Eighty |
300 |
Eighty |
306 |
Eighty |
210 |
Eighty |
450 |
Eighty |
241 |
Eighty |
590 |
Eighty |
542 |
Eighty |
440 |
Eighty |
225 |
Eighty |
247 |
Eighty |
223 |
Eighty |
359 |
Eighty |
280 |
Eighty |
141 |
Ninety |
210 |
Ninety |
305 |
Ninety |
290 |
Ninety |
286 |
Ninety |
175 |
Ninety |
225 |
Ninety |
200 |
Ninety |
224 |
Ninety |
290 |
Ninety |
210 |
Ninety |
235 |
Ninety |
223 |
Ninety |
176 |
Ninety |
170 |
Ninety |
217 |
Ninety |
170 |
Ninety |
290 |
Ninety |
190 |
Ninety |
220 |
Ninety |
140 |