Question

In: Statistics and Probability

Use the following information regarding a variable (Y) and a variable (X) to answer the next...

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

  1. 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.

  1. 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

  1. For the above test, the calculated value of test statistic is:

    a.

    -2.55

    b.

    -4.55

    c.

    3.61

    d.

    17.51

  1. Using a 1% significance level, the critical value for this test is:

    a.

    1.796

    b.

    3.143

    c.

    2.015

    d.

    1.812

  1. 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.

  1. 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

Solutions

Expert Solution

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.


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