In: Statistics and Probability
A manager wishes to see if the time (in minutes) it takes for
their workers to complete a certain task will decrease when they
are allowed to wear ear buds at work. A random sample of 10
workers' times were collected before and after wearing ear buds.
Assume the data is normally distributed.
Perform a Matched-Pairs hypothesis test for the claim that the time
to complete the task has decreased at a significance level of
α=0.01α=0.01.
If you wish to copy this data to a spreadsheet or StatCrunch, you
may find it useful to first copy it to Notepad, in order to remove
any formatting.
Round answers to 4 decimal places.
For the context of this problem, μd=μAfterμd=μAfter -
μμ_Before,
where the first data set represents "after" and the second data set
represents "before".
Ho:μd=0Ho:μd=0
Ha:μd<0Ha:μd<0
This is the sample data:
After | Before |
---|---|
60.5 | 63.2 |
40.5 | 41.3 |
49.3 | 61.8 |
42.6 | 59 |
24.4 | 40.2 |
51.1 | 55.1 |
53.4 | 64.4 |
34.4 | 47.6 |
41.2 | 54.7 |
57.9 | 46.9 |
What is the mean difference for this sample?
Mean difference (¯dd¯) =
What is the standard deviation difference for this
sample?
standard deviation difference ( sdsd) =
What is the test statistic for this test?
test statistic =
This P-value leads to a decision to... Select an answer fail to
reject the null reject the claim reject the null accept the
null
As such, the final conclusion is that... Select an answer There is
not sufficient evidence to support the claim that the time to
complete the task has decreased There is sufficient evidence to
support the claim that the time to complete the task has
decreased.