Simple powerful robust tests based on sign depth

DOI10.1007/s00362-022-01337-5OpenAlexW4288825945MaRDI QIDQ6157044

Kevin Leckey, Christine H. Müller, Unnamed Author, Dennis Malcherczyk

Publication date: 19 June 2023

Published in: Statistical Papers (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00362-022-01337-5

zbMATH Keywords

autoregressive modelsregressionsign testgeneralized linear modeldistribution freeruns test\(K\)-sign depthoutlier robust

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (1)

Sign depth tests in multiple regression

Cites Work

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• Simplified simplicial depth for regression and autoregressive growth processes
• Depth functions as measures of representativeness
• Depth estimators and tests based on the likelihood principle with application to regression
• High breakdown-point and high efficiency robust estimates for regression
• Local depth
• Limit theorems for \(U\)-processes
• Multivariate dispersion, central regions and depth. The lift zonoid approach
• On a notion of data depth based on random simplices
• Distribution-free tests for polynomial regression based on simplicial depth
• Limit theorems for the simplicial depth
• Sharpening Wald-type inference in robust regression for small samples
• Data depth for measurable noisy random functions
• Asymptotics of generalized depth-based spread processes and applications
• General notions of statistical depth function.
• Halfspace depths for scatter, concentration and shape matrices
• Some results on the computing of Tukey's halfspace median
• K-sign depth: from asymptotics to efficient implementation
• Tests for multiple regression based on simplicial depth
• Nonsingular subsampling for regression S estimators with categorical predictors
• Simplicial band depth for multivariate functional data
• Consistency of the likelihood depth estimator for the correlation coefficient
• Tests Based on Simplicial Depth for AR(1) Models With Explosion
• From Depth to Local Depth: A Focus on Centrality
• ggplot2
• On Multivariate Runs Tests for Randomness
• A new statistical depth function with applications to multimodal data
• On a notion of simplicial depth
• Multivariate spatial sign and rank methods
• Robust analysis of variance based upon a likelihood ratio criterion
• Robust tests of inequality constraints and one-sided hypotheses in the linear model
• Robust Bounded-Influence Tests in General Parametric Models
• Regression Depth
• Robust Statistics
• Location–Scale Depth
• Multivariate Functional Halfspace Depth
• Robust Statistics

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