Local depth
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Publication:607200
DOI10.1016/j.jspi.2010.08.001zbMath1353.62019OpenAlexW4247180868MaRDI QIDQ607200
Mario Romanazzi, Claudio Agostinelli
Publication date: 19 November 2010
Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.jspi.2010.08.001
Related Items (21)
Depth functions and mutidimensional medians on minimal spanning trees ⋮ An integrated local depth measure ⋮ Choosing among notions of multivariate depth statistics ⋮ A weighted localization of halfspace depth and its properties ⋮ Asymptotics of stationary points of local simplicial depth in the univariate case ⋮ The GLD-plot: a depth-based graphical tool to investigate unimodality of directional data ⋮ Local depth ⋮ Local half-region depth for functional data ⋮ Simple powerful robust tests based on sign depth ⋮ Analytical and statistical properties of local depth functions motivated by clustering applications ⋮ Mass estimation ⋮ Discussion ⋮ Data depth for measurable noisy random functions ⋮ Discussion of ``Multivariate functional outlier detection, by Mia Hubert, Peter Rousseeuw and Pieter Segaert ⋮ On general notions of depth for regression ⋮ Multiscale geometric feature extraction for high-dimensional and non-Euclidean data with applications ⋮ Half-space mass: a maximally robust and efficient data depth method ⋮ Multivariate outlier detection based on a robust Mahalanobis distance with shrinkage estimators ⋮ From Depth to Local Depth: A Focus on Centrality ⋮ Spatial depth-based classification for functional data ⋮ Simplified simplicial depth for regression and autoregressive growth processes
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- Clustering and classification based on the L\(_{1}\) data depth
- New nonparametric tests of multivariate locations and scales using data depth
- Approximation Theorems of Mathematical Statistics
- A Quality Index Based on Data Depth and Multivariate Rank Tests
- On Maximum Depth and Related Classifiers
- Dispersive ordering of distributions
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