•The Internal Revenue Service (IRS) claims that its forms should typically take about 160 minutes to fill out.
•A researcher believes that the IRS's claim is not correct and that it generally takes people longer to complete each of the forms.
•She recorded the time (in minutes) it took 20 individuals to complete each form.
•Do you agree with the IRS’ claim, or do you think that the researcher is correct?
278 |
71 |
201 |
101 |
83 |
133 |
110 |
119 |
180 |
26 |
239 |
302 |
110 |
152 |
62 |
21 |
237 |
268 |
121 |
129 |
You should perform a relevant test to see if the central value of the time to fill it is 160.
•Check the normality of the sample to determine which test is appropriate.
•Construct confidence intervals for the mean/median for each group.
•Use plots, e.g. boxplots/histograms to illustrate your data, and describe how they relate to your results.
The probability plot is:
This sample is normally distributed.
The hypothesis being tested is:
H0: µ = 160
Ha: µ ≠ 160
The p-value is 0.4970.
Since the p-value (0.4970) is greater than the significance level (0.05), we fail to reject the null hypothesis.
Therefore, we can conclude that forms should typically take about 160 minutes to fill out.
The 95% confidence interval for the mean is between 108.308 and 185.992.
160.000 | hypothesized value |
147.150 | mean Data |
82.993 | std. dev. |
18.558 | std. error |
20 | n |
19 | df |
-0.692 | t |
.4970 | p-value (two-tailed) |
108.308 | confidence interval 95.% lower |
185.992 | confidence interval 95.% upper |
38.842 | margin of error |
Get Answers For Free
Most questions answered within 1 hours.