In: Statistics and Probability
Identifying individuals with a high risk of Alzheimer’s disease usually involves a long series of cognitive tests. However, researchers have developed a 7-Minute Screen, which is a quick and easy way to accomplish the same goal. The question is whether the 7-Minute Screen is as effective as the complete series of tests. To address this question, Ijuin et al. (2008) administered both tests to a group of patients and compared the results. The following data represent results similar to those obtained in the study.
Patient |
7-Minute Screen |
Cognitive Series |
|
A |
3 |
11 |
|
B |
8 |
19 |
|
C |
10 |
22 |
|
D |
8 |
20 |
|
E |
4 |
14 |
|
F |
7 |
13 |
|
G |
4 |
9 |
|
H |
5 |
20 |
|
I |
14 |
25 |
A. Compute the Pearson Correlation Coefficient for these data.
r =
B. The correlation is
Medium and negative
Large and negative
Large and positive
Medium and positive
C. The null hypothesis for a two-tailed test is
The correlation between the scores on the 7-minute screen test and the scores on the cognitive series is significant
The correlation between the scores on the 7-minute screen test and the scores on the cognitive series is not significant
The correlation between the scores on the 7-minute screen test and the scores on the cognitive series is less than zero
The correlation between the scores on the 7-minute screen test and the scores on the cognitive series is different from zero
D. If we use a two-tailed test with α = .01, the critical r values are:
±0.666
±0.582
±0.798
±0.750
E. Your decision is:
Reject the null hypothesis and conclude that there is a significant correlation between the scores on the 7-minute screen test and the scores on the cognitive series
Fail to reject the null hypothesis and conclude that there is a significant correlation between the scores on the 7-minute screen test and the scores on the cognitive series
Reject the null hypothesis and conclude that there is no significant correlation between the scores on the 7-minute screen test and the scores on the cognitive series
Fail to reject the null hypothesis and conclude that there is no significant correlation between the scores on the 7-minute screen test and the scores on the cognitive series
correlation coefficient r= | Sxy/(√Sxx*Syy) = | 0.8351 |
Large and positive
c)The correlation between the scores on the 7-minute screen test
and the scores on the cognitive series is not significant
d)
±0.798
e)Reject the null hypothesis and conclude that there is a significant correlation between the scores on the 7-minute screen test and the scores on the cognitive series