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Statistics for the Behavioral Sciences by Frederick J. Gravetter, Larry B. Wallnau ISBN 10: 1305504917 ISBN 13: 9781305504912

Statistics is one of the most practical and essential courses that you will take, and a primary goal of this popular text is to make the task of learning statistics as simple as possible. Straightforward instruction, built-in learning aids, and real-world examples have made STATISTICS FOR THE BEHAVIORAL SCIENCES, 10th Edition the text selected most often by instructors for their students in the behavioral and social sciences. The authors provide a conceptual context that makes it easier to learn formulas and procedures, explaining why procedures were developed and when they should be used. This text will also instill the basic principles of objectivity and logic that are essential for science and valuable in everyday life, making it a useful reference long after you complete the course.

Statistics is one of the most practical and essential courses that you will take, and a primary goal of this popular text is to make the task of learning statistics as simple as possible. Straightforward instruction, built-in learning aids, and real-world examples have made STATISTICS FOR THE BEHAVIORAL SCIENCES, 10th Edition the text selected most often by instructors for their students in the behavioral and social sciences. The authors provide a conceptual context that makes it easier to learn formulas and procedures, explaining why procedures were developed and when they should be used. This text will also instill the basic principles of objectivity and logic that are essential for science and valuable in everyday life, making it a useful reference long after you complete the course.

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678 APPENDIX C | Solutions for Odd-Numbered Problems in the Text

Source SS df MS

Between Treatments 32 5

Use 24 1 24 F(1, 18) = 14.4

School level 4 2 2 F(2, 18) = 1.2

Interaction 4 2 2 F(2, 48) = 1.2

Within Treatments 30 18 1.67

Total 62 23

For df = 1, 18 the critical value is 4.41 and for

df = 2, 18 it is 3.55. The main effect for Facebook

use is significant. For df = 2, 18 the critical value is

3.55. The other main effect and the interaction are

not significant.

b. Grades are significantly lower for Facebook

users. A difference exists for all three grade levels

but appears to increase as the students get older

although there is no significant interaction.

25. a.

Source SS df MS

Between Treatments 270 3

Self-Esteem 150 1 150 F(1, 20) = 34.88

Audience 96 1 96 F(1, 20) = 22.33

Interaction 24 1 24 F(1, 20) = 5.58

Within Treatments 86 20 4.3

Total 356 23

With df = 1, 20 the critical value is 4.35 for all three

tests. Both main effects and the interaction are significant.

Overall, there are fewer errors for the high selfesteem

participants and for those working alone. The

audience condition has very little effect on the high

self-esteem participants but a very large effect on those

with low self-esteem.

b. For the self-esteem main effect, η 2 = 150

236 = 0.636,

for the audience main effect, η 2 = 96

182 = 0.527, and

for the interaction, η 2 = 24

110 = 0.218.

CHAPTER 15

Correlation

1. A positive correlation indicates that X and Y change in

the same direction: As X increases, Y also increases.

A negative correlation indicates that X and Y tend

to change in opposite directions: As X increases, Y

decreases.

3. SP = 9

5. a. The scatter plot shows points widely scattered

around a line sloping down to the right.

b. The correlation is small and negative; around −0.4

to −0.6.

c. For these scores, SS X

= 18, SS Y

= 8, and

SP = −7. The correlation is r = 2 7

12 = −0.583.

7. a. The scatter plot shows four points forming a

square. There is no linear trend so the correlation

is near zero.

b. SS X

= 9, SS Y

= 25, and SP = 0. The correlation is

r = 0

15 = 0.

9. a. The scatter plot shows points scattered around a

line sloping up to the right. The correlation should

be 0.4 to 0.6.

b. SS X

= 6, SS Y

= 24, and SP = 5. The correlation is

r = 5

12 = 0.42.

11. a. For the children, SS = 32 and for the birth

parents, SS = 14. SP = 15. The correlation is

r = 0.709.

b. For the children, SS = 32 and for the adoptive

parents SS = 16. SP = 3. The correlation is

r = 0.133.

c. The children’s behavior is strongly related to their

birth parents and only weakly related to their

adoptive parents. The data suggest that the behavior

is inherited rather than learned.

13. a. For the men’s weights, SS = 18 and for their

incomes, SS = 11,076. SP = 330. The correlation

is r = 0.739.

b. With n = 8, df = 6 and the critical value is 0.707.

The correlation is significant.

15. a. r = 0.811

b. r = 0.576

c. r = 0.404

17. a. r XY−Z

= 0.32

0.655 = 0.489

b. r XZ−Y

= 2 0.02

0.571 = −0.035

19. a. r S

= +0.907

b. With n = 11, the critical value is 0.618. The correlation

is significant.

21. a. r S

= 0.732 using the special formula or

r S

= 0.727 using the Pearson formula on

the ranks.

b. For n = 8, the critical value is 0.738 for

α = .05. The correlation is not significant.

23. a. Using the pain ratings as the X variable and coding

money as 1 and plain paper as 0 for the Y variable

produces SS X

= 144.44, SS Y

= 4.5, and SP = −17.

The point-biserial correlation is r = −0.667.

b. r 2 = 0.445

c. The formula produces r 2 = 0.443.

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