Robust ANCOVA: Some Small-sample Results when there are Multiple Groups and Multiple Covariates

DOI10.1080/02664760601005053zbMath1156.62338OpenAlexW2049877893MaRDI QIDQ3604100

Rand R. Wilcox

Publication date: 24 February 2009

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664760601005053

zbMATH Keywords

heteroscedasticitysmootherscurse of dimensionality

Mathematics Subject Classification ID

Hypothesis testing in multivariate analysis (62H15) Robustness and adaptive procedures (parametric inference) (62F35) Analysis of variance and covariance (ANOVA) (62J10)

Uses Software

• AS 307

Cites Work

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• Nonparametric comparison of several regression functions: Exact and asymptotic theory
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• Testing the equality of nonparametric regression curves
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• A sharper Bonferroni procedure for multiple tests of significance
• Non-Parametric Analysis of Covariance
• Covariate-Matched One-Sided Tests for the Difference Between Functional Means
• Smoothing Parameter Selection for Power Optimality in Testing of Regression Curves
• Algorithm AS 307: Bivariate Location Depth
• Approximating Tukey's Depth
• Graphical Comparison of Nonparametric Curves
• ON THE COMPARISON OF SEVERAL MEAN VALUES: AN ALTERNATIVE APPROACH

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