Last data update: 2014.03.03

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Results 1 - 10 of 10 found.
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Location tests (Package: SpatialNP) : Spatial sign and rank tests of multivariate location

Multivariate tests of location of one or more samples based on spatial signs and (signed) ranks. In case of one sample the null hypothesis about a given location is tested. In case of several samples the null hypothesis is that all samples have the same location.
● Data Source: CranContrib
● Keywords: htest, multivariate, nonparametric
● Alias: sr.loc.test
● 0 images

Shape matrices (Package: SpatialNP) : Shape matrices based on spatial ranks and signed ranks

Iterative algorithms to find shape matrices based on spatial signs and ranks and the k-step versions of these.
● Data Source: CranContrib
● Keywords: htest, multivariate, nonparametric
● Alias: rank.shape, signrank.shape, signs.shape, spatial.shape, symmhuber.shape, symmsign.shape
● 0 images

Spatial location (Package: SpatialNP) : Multivariate location estimates based on spatial signs and signed ranks

Iterative algorithms to find spatial median, multivariate Hodges-Lehmann estimate of location, their affine equivariant versions and k-step versions of these.
● Data Source: CranContrib
● Keywords: multivariate, nonparametric
● Alias: ae.hl.estimate, ae.spatial.median, spatial.location
● 0 images

SpatialNP-package (Package: SpatialNP) :

This package contains tests and an estimate of location, tests of independence, tests of sphericity and several estimates of shape all based on spatial signs, symmetrized signs (that is, signs of pairwise differences), ranks and signed ranks.
● Data Source: CranContrib
● Keywords: package
● Alias: SpatialNP, SpatialNP-package
● 0 images

Independence tests (Package: SpatialNP) : Multivariate test of independence based on spatial signs or

Test of independence between two sets of variables. Inference is based on the spatial signs of the observations, symmetrized signs of the observations or spatial signed ranks of the observations.
● Data Source: CranContrib
● Keywords: htest, multivariate, nonparametric
● Alias: sr.indep.test
● 0 images

Sphericity tests (Package: SpatialNP) : Sphericity tests

Tests of sphericity based on spatial signs and spatial signs of pairwise differences.
● Data Source: CranContrib
● Keywords: htest, multivariate, nonparametric
● Alias: sr.sphere.test
● 0 images

Spatial sign and rank covariance matrices (Package: SpatialNP) : Spatial sign and rank covariance matrices

Functions to compute spatial sign, spatial symmetrized sign, spatial rank and spatial signed rank covariance matrices
● Data Source: CranContrib
● Keywords: multivariate, nonparametric
● Alias: RCov, SCov, SRCov, SSCov
● 0 images

Spatial signs, symmetrized signs, ranks and signed ranks (Package: SpatialNP) : Spatial signs, symmetrized signs, ranks and signed ranks

Functions to compute spatial signs, symmetrized signs, ranks and signed ranks.
● Data Source: CranContrib
● Keywords: multivariate, nonparametric
● Alias: spatial.rank, spatial.signrank, spatial.signs, spatial.symmsign
● 0 images

mvhuberM (Package: SpatialNP) : Multivariate Huber's M-estimator and its symmetrized version

Iterative algorithms to estimate M-estimators of location and scatter as well as symmetrized M-estimator using Huber's weight functions.
● Data Source: CranContrib
● Keywords: multivariate, robust
● Alias: mvhuberM, symmhuber
● 0 images

to.shape (Package: SpatialNP) : Rescale a matrix to a shape matrix

This function rescales a given matrix such that its determinant, trace or the value of the first diagonal element meets a criteria.
● Data Source: CranContrib
● Keywords: multivariate
● Alias: to.shape
● 0 images