Testing Models with
Regression
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In this class we discuss how to use regression to
test and visualize such models as curvilinear relationships,
mediation, and moderation. |
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Topics
Handouts
- Testing for curvilinear relationships [html]
- Dave Kenny. Mediation. [html]
- Dave Kenny. Moderation. [html]
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Choosing among regression-like models [html]
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Comparing r-squares [html]
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Exercise
- mediation [zipped
xlsx]
- curvilinear [zipped
xlsx]
- interaction [zipped
xlsx]
Links
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Bibliography
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Aguinis,
H. (2004). Moderated
regression. New
York: Guilford.
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Baron, R. M., & Kenny, D. A. (1986). The moderator-mediator variable
distinction in social psychological research: Conceptual, strategic
and statistical considerations. Journal
of Personality and Social Psychology, 51, 1173-1182.
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Sobel, M. E. (1982). Asymptotic confidence intervals for indirect
effects in structural equation models. In S. Leinhardt (Ed.),
Sociological Methodology 1982 (pp. 290-312). Washington DC: American
Sociological Association.
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Preacher, K. J., & Hayes, A. F. (2008). Asymptotic and resampling
strategies for assessing and comparing indirect effects in multiple
mediator models. Behavior Research Methods, 40, 879-891. [pdf]
Send mail to
sborgatti@uky.edu with
questions or comments about this web site. Copyright © 2008
by Steve Borgatti. Last modified:
12/07/10 |
