Stata Capabilities - ANOVA/MANOVA

New in Stata 10

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
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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Last revised:17/06/2007