In: Statistics and Probability
Use the following information regarding a variable (Y) and a variable (X) to answer the next 7 questions. n = 8 ∑ x = 56 ∑ y = 296 ∑ x 2 = 428 ∑ y 2 = 11,920 ∑ xy = 2,257 The sample covariance equals -9.17 12.12 9.17 26.43 Refer to above data. The sample correlation coefficient equals: a. .991 b. 1.67 c. .85 d. -0.94
Refer to above data.
The sample correlation coefficient equals:
a. |
.991 |
|
b. |
1.67 |
|
c. |
.85 |
|
d. |
-0.94 |
Given the sample correlation coefficient in above question, the comment is:
a. |
There is a strong and positive relation between X & Y. |
|
b. |
There is a weak and positive relation between X & Y. |
|
c. |
There is a strong and negative relation between X & Y. |
|
d. |
Not enough information to comment. |
Refer to above question.
To test for a direct relation between X and Y, the
appropriate hypothesis is:
a. |
Ho: ρ = 0 Ha: ρ > 0 |
|
b. |
Ho: ρ = 0 Ha: ρ ≠ 0 |
|
c. |
Ho: ρ < 0 Ha: ρ > 0 |
|
d. |
Ho: ρ > 0 Ha: ρ < 0 |
For the above test, the calculated value of test statistic is:
a. |
-2.55 |
|
b. |
-4.55 |
|
c. |
3.61 |
|
d. |
17.51 |
Using a 1% significance level, the critical value for this test is:
a. |
1.796 |
|
b. |
3.143 |
|
c. |
2.015 |
|
d. |
1.812 |
The conclusion is:
a. |
Reject H0 and conclude that a significant positive relation exists. |
|
b. |
Fail to reject H0 and conclude that no relation exists. |
|
c. |
Fail to reject H0 and conclude that a negative relation exists. |
|
d. |
Reject H0 and conclude that a significant negative relation exists. |
Which of the following values for r (sample correlation coefficient) exhibits the leastrelationship?
a. |
+0.18 |
|
b. |
-0.21 |
|
c. |
-0.01 |
|
d. |
-0.80 |
|
e. |
-0.99 |
Given:
n = 8
∑ x = 56
∑ y = 296
∑ x2 = 428
∑ y2 = 11,920
∑ xy = 2,257
Now, = ∑x/ n = 56/8 = 7
= ∑y/n = 296/8 = 37
Reject H0 and conclude that a significant positive relation exists.