In: Statistics and Probability
Dr. Stambaugh predicts that a novel antidepressant drug will
effect memory. To examine this, the drug is administered to a
random sample of 22 trained rats. The rats were then placed in a
maze and timed on how long it took them to complete it. The average
completion time was 47 seconds. Normal rats have a mean completion
time of 45 seconds with a standard deviation of 11 seconds. What
can be concluded with an α of 0.05?
a) What is the appropriate test statistic?
---Select one--- (na, z-test, one-sample t-test,
independent-samples t-test, or related-samples t-test)
b)
Population:
---Select one--- (the maze, normal rats, time to complete maze,
trained rats, memory)
Sample:
---Select one--- (the maze, normal rats ,time to complete maze,
trained rats, memory)
c) Obtain/compute the appropriate values to make a
decision about H0.
(Hint: Make sure to write down the null and alternative hypotheses
to help solve the problem.)
critical value = ; test statistic =
Decision: ---Select one--- (Reject H0 or Fail to reject
H0)
d) If appropriate, compute the CI. If not
appropriate, input "na" for both spaces below.
[ , ]
e) Compute the corresponding effect size(s) and
indicate magnitude(s).
If not appropriate, input and select "na" below.
d = ; ---Select one--- (na, trivial effect,
small effect, medium effect, or large effect)
r2 = ; ---Select one--- (na,
trivial effect, small effect, medium effect, or large effect)
f) Make an interpretation based on the
results.
a.Rats on the antidepressant drug were significantly slower in completing the maze.
b. Rats on the antidepressant drug were significantly quicker in completing the maze.
c. The antidepressant drug did not significantly impact the rats in completing the maze.
a) z-test
We will use a z-test for one mean, with a known population standard deviation.
b)
Population:
normal rats
Sample:
trained rats
c)
Null and Alternative Hypotheses
The following null and alternative hypotheses need to be tested:
Ho:
Ha:
Test Statistics
The z-statistic is computed as follows:
The critical value for a two-tailed test is
Fail to Reject H0
d)
Confidence Interval
The 95% confidence interval is
42.403<μ<51.597
e)
small effect (mean difference is 0.2 standard deviation)
Small effect
f)
c. The antidepressant drug did not significantly impact the rats in completing the maze.
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