In: Statistics and Probability
A cognitive retraining clinic assists outpatient victims of head
injury, anoxia, or other conditions that result in cognitive
impairment. Each incoming patient is evaluated to establish an
appropriate treatment program and estimated length of stay. To see
if the evaluation teams are consistent, 12 randomly chosen patients
are separately evaluated by two expert teams (A and B) as
shown.
Estimated Length of Stay in Weeks | ||||||||||||
Patient | ||||||||||||
Team | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 |
A | 37 | 18 | 52 | 19 | 45 | 40 | 51 | 31 | 41 | 39 | 32 | 23 |
B | 28 | 22 | 44 | 48 | 48 | 23 | 48 | 43 | 23 | 33 | 18 | 16 |
Click here for the Excel Data File
(a) Choose the appropriate hypotheses to test for
a difference between the teams. Assume μd is
the difference in mean lengths of team A and team B.
H0: μd = 0 vs. H1: μd ≠ 0
H0: μd ≥ 0 vs. H1: μd < 0
H0: μd ≤ 0 vs. H1: μd > 0
(b) Specify the decision rule at the .10 level of
significance.
Reject the null hypothesis if the p-value
is (Click to select) less
than greater than .10 .
You will need to copy and paste the data from Excel into Minitab.
(c) Find the test statistic
tcalc. (Use Minitab. Round your answer
to 4 decimal places. A negative
value should be indicated by a minus sign.)
tcalc
(d) Find the p-value. (Use
Minitab. Round your answer to 3 decimal
places.)
p-value
(e) Make a decision.
We (Click to select) Do not
reject Reject the null hypothesis.
(f) State your conclusion.
We (Click to
select) can cannot conclude that
the evaluator teams are consistent in their estimates.
(a) Choose the appropriate hypotheses to test for a difference between the teams. Assume μd is the difference in mean lengths of team A and team B.
H0: μd = 0 vs. H1: μd ≠ 0
(b) Specify the decision rule at the .10 level of significance.
at df = 12 - 1= 11
and alpha = 0.1
Reject H0 if |t| > 1.795
(c) Find the test statistic tcalc.
team | A | B | Difference |
1 | 37 | 28 | 9 |
2 | 18 | 22 | -4 |
3 | 52 | 44 | 8 |
4 | 19 | 48 | -29 |
5 | 45 | 48 | -3 |
6 | 40 | 23 | 17 |
7 | 51 | 48 | 3 |
8 | 31 | 43 | -12 |
9 | 41 | 23 | 18 |
10 | 39 | 33 | 6 |
11 | 32 | 18 | 14 |
12 | 33 | 16 | 17 |
Mean | 3.666667 | ||
s | 13.93709 | ||
n | 12 |
t = 0.9114
(d) Find the p-value.
p-value = 0.1207
(e) Make a decision.
As p < alpha
Do not reject the null
hypothesis.
(f) State your conclusion.
We can conclude that the evaluator teams are consistent in their estimates.