ANOVA / ANCOVA
- balanced and unbalanced designs
- missing cells
- factorial, nested, Latin-square, and mixed designs
- repeated measures
- Box, Greenhouse–Geisser, and Huynh–Feldt corrections
Postestimation after ANOVA
- tables of adjusted means
- tests for effects, including pooling and nonresidual error terms
- tests for expressions involving the coefficients of the underlying regression
model
- Bonferroni, Holm, and Šidák adjustments for multiple tests
- ability to display symbolic forms
- predictions and influence statistics
- expected values
- residuals, standardized residuals, studentized residuals
- standard error of the prediction or residuals
- leverage
- Cook's D
- COVRATIO
- DFBETAs
- diagonal of hat matrix
- Welsch distance
- linear combinations of estimated coefficients along with confidence
intervals
- diagnostic plots
- component plus residual
- augmented component plus residual
- leverage vs. squared residual
- residual vs. fitted
- residual vs. predictor
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MANOVA
- multivariate test statistics
- Wilks's lambda
- Pillai's trace
- Lawley–Hotelling trace
- Roy's largest root
- balanced and unbalanced designs
- missing cells
- factorial, nested, Latin-square, and mixed designs
- repeated measures
Postestimation after MANOVA
- tables of adjusted means
- multivariate tests (Wilks's lambda, Pillai's trace, etc.) for
- terms from the model
- pooled terms
- terms (or pooled terms) tested using other terms (or pooled terms) as the
error term
- linear combinations of the underlying design matrix
- Wald tests of expressions involving the coefficients of the underlying
regression model
- linear combinations of estimated coefficients along with confidence intervals
- predictions
- point estimates
- standard error of point estimates
- residuals
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