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- Title: [Solved] Assumption of Homogeneity of Slopes
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- Post Date: Fri, 03 Jan 2025 18:41:29 +0000
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[Solved] Assumption of Homogeneity of Slopes
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Complete the exercise and then complete the worksheet below by filling in the blanks and answering the questions.
H01: There is no significantdifference among the depression scores of students who receive Journal and Counseling therapy, Journal therapy only, or Counseling therapy only, while controlling for pre-test depression scores.
Assumptions
Outliers: Create a Box and Whisker plot for each group.
Insert Graph or Table Here
Fill in the blanks:
Group (Pre-Test):
Outliers (Item #)
Are there any outliers?
Journal and Counseling
Journal only
Counseling only
Group (Post-Test):
Outliers (Item #)
Are there any outliers?
Journal and Counseling
Journal only
Counseling only
Assumption of Normality: Run a normality test for each group. InsertTests of Normality table below:
Insert Graph or Table Here
Fill in the blanks:
Should you use a Shapiro-Wilks or Kolmogorov-Smirnov test? Why?
Answer:
Groups (Pre-Test)
Significance
Is the assumption of normality met?
Journal and Counseling
Journal only
Counseling only
Groups (Post-Test)
Significance
Is the assumption of normality met?
Journal and Counseling
Journal only
Counseling only
Assumption of Linearity:Hint: Run a series of scatter plots between the pre-test variable and post-test variable for each group. Begin by going to Data > Split File (see lesson 15, p. 64), and then make the plots. Add line of fit. See Warner p. 168- 172. After making the scatterplots, go to Data > Split File > RESET before continuing with the analysis.
Insert Graph or Table Here
Fill in the blanks:
Variables
Is the assumption of linearity met?
Journal & Counseling (Pre)Description: http://wwwJournal & Counseling (Post)
Journal only (Pre)Description: http://www Journal only (Post)
Counseling only (Pre)Description: http://www Counseling only (Post)
Assumption of Bivariate Normal Distribution:Hint: Run a series of scatter plots between the pre-test variable and post-test variable for each group (Same as above). Look for the classic “cigar shape.” See Warner p. 168- 172.
Insert Graph or Table Here
Fill in the blanks:
Variables
Is the assumption of Bivariate Normal Distribution met?
Journal & Counseling (Pre)Description: http://www Journal & Counseling (Post)
Journal only (Pre)Description: http://www Journal only (Post)
Counseling only (Pre)Description: http://www Counseling only (Post)
Assumption of Homogeneity of Slopes:Hint: Remember to go to Univariate > Model > Custom and look for an interaction.
Insert Graph or Table Here
Fill in the blanks:
F-stat
Significance
Is the assumption of Homogeneity-of- Slopes met?
Assumption of Equal Variance: InsertLevene’s Test of Equality of Error Variancesa table(s) below:
Insert Graph or Table Here
Fill in the blanks:
Significance
Is the assumption of equal variance met?
Results
InsertTests of Between-Subjects Effects table(s) below:
Insert Graph or Table Here
Fill in the blanks:
Value
d.f. betweenGroups
d.f. withinGroups
F-statistic
F-critical (See Appendix C in Warner)
p- value
Partial Eta Squared
Is theF- statistic greater thanF-critical?
Answer:
Is thep- value less than .05?
Answer:
Should you reject or fail to reject the null?
Answer:
What is the effect size small, medium, or large (See Table 5.2 in Warner, p. 208)?
Answer:
Should you run post hoc analysis?
Answer:
Descriptive Statistics
Groups(Pre-Test)
Mean
S.D.
Journal and Counseling
Journal only
Counseling only
Groups(Post-Test)
Mean
S.D.
Journal and Counseling
Journal only
Counseling only
Groups(Estimates)
Adjusted Mean
S.E.
Journal and Counseling
Journal only
Counseling only
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[Solved] Assumption of Homogeneity of Slopes