Methoden vergleichen

	Robuster Friedman-Test	Robuster Wilcoxon-Vorzeichen-Rang-Test
Fachgebiet	Statistik	Statistik
Familie	Hypothesis test	Hypothesis test
Entstehungsjahr	1990s–2000s	1945 (original); robust extensions 1990s–2000s
Urheber	Extension of Friedman (1937); robust variants developed by Wilcox and colleagues	Frank Wilcoxon (original); Rand R. Wilcox (robust extensions)
Typ	Robust nonparametric repeated measures comparison	Robust nonparametric paired difference test
Wegweisende Quelle	Wilcox, R. R. (2012). Introduction to Robust Estimation and Hypothesis Testing (3rd ed.). Academic Press. ISBN: 978-0123869838	Wilcox, R. R. (2012). Introduction to Robust Estimation and Hypothesis Testing (3rd ed.). Academic Press. ISBN: 978-0123869838
Aliasnamen	robust rank-based repeated measures test, trimmed-mean Friedman test, Friedman test with robust estimation, Fried-type robust test	robust signed-rank test, robust nonparametric paired test, outlier-resistant Wilcoxon test, robust WSR test
Verwandt	6	5
Zusammenfassung	The robust Friedman test is a nonparametric procedure for comparing three or more related (within-subjects) conditions that replaces standard ranking or mean-based summaries with robust location estimates — typically trimmed means or Winsorized statistics — to reduce the influence of outliers and heavy-tailed distributions on the inference.	The robust Wilcoxon signed-rank test extends the classical Wilcoxon signed-rank test by incorporating outlier-resistant location measures or robust preprocessing steps, improving inference on paired data when extreme observations or heavy-tailed distributions threaten validity of standard rank-based conclusions.