Multiple Regression Analyses

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1) Write a null and alternative hypothesis which is specific to this research question.

2) Using the attached SPSS data file conduct a Multiple Regression Analyses (MRA) to determine if Feelings of Frustration, Stress, and Hostility are significantly related to Aggression. Then summarizethe results in correct APA style. Use my sample summary as a model for your summary.

3) Conduct exploratory data analyses (EDA) and a multiple regression analysis (MRA) in SPSS in whichAggressis the DV and PSS, BDHI,and Frustare the IVs.

4) Be sure to state the goals of the study, the sample and method. Describe the variables, and the statistical model employed to test the research hypothesis that Frustration, Stress, and Hostility are significant predictors of aggression.

5) Determine of the data meets the assumptions for MRA by conducting the appropriate EDA.

6) Report and interpret R2, R2adj, and 1-R2. Report and interpret the results for the F-test for the significance of R2. Report F,dfs, and the p-value for the significance of F in correct APA style

7) Based on the F test (above), do you conclude that PSS, BDHI,and Frust, account for a significant proportion of the variability in Aggression? Explain your answer

8) Report and interpret the results for the significance test for each unstandardized regression coefficient in correct APA style. And report/interpret thesemipartialcorrelationsry(1.2)andsry(1.2)

2for all predictor variables

9) Based on your analysis is the direct relationship between PSS, BDHI,and Frust and Aggression significant after controlling for the other variables in the model. Be sure to explain the impact of each predictor variable on aggression, include the nature of the relationships (positive or negative)P and the strength of the effect sizesr

2.

Once again, you must model your summary after my sample summary, which waspostedin the Week 1 Discussion Board.

Do not use my footnotes.

 

References

Buss, A. H., Durkee, A. (1957). An Inventory for assessing different kinds of hostility. J. Consult.Psychol. 21:343–349

Cohen S,KamarckT,MermelsteinR (1983) A global measure of perceived stress. Journal of Health and Social Behavior; 24: 385-396.

 

Dollard, John; Miller, Neal E.;Doob, Leonard W.;Mowrer, Orval H.; Sears, Robert R. (1939).

Frustration and AggressionLink to an external site.Links to an external site.

New Haven, CT, US: Yale University Press.

Harrington, N. (2005). The Frustration Discomfort Scale: development and psychometric properties. Clinical Psychology & Psychotherapy, 12(5), 374–387.

Sprague, J., Verona, E.,Kalkhoff, W., &Kilmer, A. (2011). Moderators and mediators of the stress-aggression relationship: executive function and state anger. Emotion (Washington, D.C.), 11(1), 61-73.doi:10.1037/a0021788

SEE ATTACHED SPSS DATA FILE

 

Edited byAnthony R Napolion Feb 23 at 2:45pm

 

 

example

 

Effect sizes for MRAR

2andsr

2

Stat Cats:

The effect size for the overall Multiple Regression Analysis (MRA) model isR