Multivariate Nonparametric Methods Based on Spatial Signs and Ranks

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Documentation for package ‘SpatialNP’ version 1.1-5

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SpatialNP-package Multivariate nonparametric tests and estimates based on spatial signs and ranks.
ae.hl.estimate Multivariate location estimates based on spatial signs and signed ranks
ae.spatial.median Multivariate location estimates based on spatial signs and signed ranks
mvhuberM Multivariate Huber's M-estimator and its symmetrized version
rank.shape Shape matrices based on spatial ranks and signed ranks
RCov Spatial sign and rank covariance matrices
SCov Spatial sign and rank covariance matrices
signrank.shape Shape matrices based on spatial ranks and signed ranks
signs.shape Shape matrices based on spatial ranks and signed ranks
spatial.location Multivariate location estimates based on spatial signs and signed ranks
spatial.rank Spatial signs, symmetrized signs, ranks and signed ranks
spatial.shape Shape matrices based on spatial ranks and signed ranks
spatial.signrank Spatial signs, symmetrized signs, ranks and signed ranks
spatial.signs Spatial signs, symmetrized signs, ranks and signed ranks
spatial.symmsign Spatial signs, symmetrized signs, ranks and signed ranks
SpatialNP Multivariate nonparametric tests and estimates based on spatial signs and ranks.
sr.indep.test Multivariate test of independence based on spatial signs or ranks
sr.loc.test Spatial sign and rank tests of multivariate location
sr.sphere.test Sphericity tests
SRCov Spatial sign and rank covariance matrices
SSCov Spatial sign and rank covariance matrices
symm.mvtmle Symmetrized M-estimators of scatter with the weights of the t-distribution
symm.mvtmle.inc Symmetrized M-estimators of scatter with the weights of the t-distribution
symmhuber Multivariate Huber's M-estimator and its symmetrized version
symmhuber.inc Multivariate Huber's M-estimator and its symmetrized version
symmsign.shape Shape matrices based on spatial ranks and signed ranks
symmsign.shape.inc Shape matrices based on spatial ranks and signed ranks
to.shape Rescale a matrix to a shape matrix