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Advanced Analysis Methods for Group Differences in Various Situations

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Learn about ANCOVA, MANOVA, and MANCOVA techniques to analyze multiple dependent variables and covariates for group differences. Explore the General Linear Model and Univariate Repeated measures analysis.

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Advanced Analysis Methods for Group Differences in Various Situations

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  1. Group Differences: other situations… ANCOVA (adding covariate)MANOVA (adding more DVs)MANCOVA (adding DVs and covariates)

  2. ANCOVA - covariates (1) Analyze – General Linear Model – Univariate – Multivariate – Repeated

  3. ANCOVA - covariates (1) Analyze – General Linear Model – Univariate – Multivariate – Repeated (2) Enter variables to the “covariate” box

  4. ANCOVA - covariates (1) Analyze – General Linear Model – Univariate – Multivariate – Repeated (2) Enter variables to the “covariate” box (3) Output lists unique effect:

  5. ANCOVA - covariates (1) Analyze – General Linear Model – Univariate – Multivariate – Repeated (2) Enter variables to the “covariate” box (3) Output lists unique effect: • Notice that it is essentially just multiple regression (if you are not doing repeated)

  6. MANOVA – multiple DVs (1) Analyze – General Linear Model – Multivariate

  7. MANOVA – multiple DVs (1) Analyze – General Linear Model – Multivariate (2) Enter multiple variables into “Dependent Variables” box

  8. MANOVA – multiple DVs (1) Analyze – General Linear Model – Multivariate (2) Enter multiple variables into “Dependent Variables” box (3) Output lists “Overall” F, and then separate ANOVAs

  9. MANOVA – multiple DVs (1) Analyze – General Linear Model – Multivariate (2) Enter multiple variables into “Dependent Variables” box (3) Output lists “Overall” F, and then separate ANOVAs

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