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Psychology
PSY 304b<br />Quantitative Methods and Experimental Design
PSY 304P<br />Field Research Methods
PSY 309P<br />Introduction to Statistical Inference
PSY 310<br />Research Methods in Clinical Psychology
PSY 310P<br />Statistical Inference
PSY 313P<br />Correlation and Regression
PSY 315P<br />Program Evaluation
PSY 317P<br />Psychological Measurement
PSY 319P<br />Special Topic: Meta-Analysis
PSY 319P<br />Special Topic: Structural Equation Modeling
PSY 319P<br />Special Topic: Survey Research Methods
PSY 319P<br />Special Topic: Quasi-experimental Design and Analysis
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PSY 313P
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PSY 313P
Correlation and Regression
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Description:
The purpose of this course is to develop an in-depth knowledge of bivariate and multiple regression/correlation techniques. This includes the theory underlying the methods (in particular, OLS, some WLS and logistic regression), computational procedures, and interpretation of results. The course will be an introduction to specific applications. These include: (1) the full range of correlation indices; (2) a range of regression strategies (e.g., reduced-form regression, path analysis, ordered and unordered step-wise inclusion); (3) statistical power; (4) regression diagnostics; (5) nonlinear regression and linearizing transformations; (6) testing interactions, and (7) conditions for causal analysis and analysis of change (primary focus is on manifest variables using OLS and logistic models). Spring (3) Cordray.
Syllabus as a PDF document:
[A HREF="http://peabody.vanderbilt.edu:80/research_methods/PSY_313P_S06.pdf"] http://peabody.vanderbilt.edu/research_methods/PSY_313P_S06.pdf
Syllabus as a Microsoft Word document:
[A HREF="http://peabody.vanderbilt.edu:80/research_methods/PSY_313P_S06.doc"] http://peabody.vanderbilt.edu/research_methods/PSY_313P_S06.doc
For more information, please contact
[A HREF=20152]Professor David Cordray
Department of Psychology and Human Development
(615) 343-2699
Email address:
[A HREF="mailto:david.s.cordray@vanderbilt.edu"]david.s.cordray@vanderbilt.edu
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