MNM: Multivariate Nonparametric Methods. An Approach Based on Spatial Signs and Ranks

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Multivariate tests, estimates and methods based on the identity score, spatial sign score and spatial rank score are provided. The methods include one and c-sample problems, shape estimation and testing, linear regression and principal components.

Author
Klaus Nordhausen, Jyrki Mottonen, Hannu Oja
Date of publication
2016-06-29 15:57:29
Maintainer
Klaus Nordhausen <klaus.nordhausen@utu.fi>
License
GPL (>= 2)
Version
1.0-2

View on CRAN

Man pages

affine.trans
Function For Affine Data Transformation
anova.mvl1lm
Comparisons between Multivariate Linear Models
beans
Randomized Block Experiment of Plots of Beans
coef.mvl1lm
Coefficients of an mvl1lm Object
fitted.mvl1lm
Fitted Values of an mvl1lm Object
MNM-package
Multivariate Nonparametric Methods. An Approach Based on...
mv.1sample.est
Multivariate One Sample Location Estimates
mv.1sample.test
Multivariate Location Tests
mv.2sample.est
Multivariate Two Sample Shift Estimates
mv.2way.est
Treatment Effect Estimates in the Randomized Complete Block...
mv.2way.test
Randomized Complete Block Design.
mv.Csample.test
C Sample Test of Location
mv.ind.test
Independence Test
mv.l1lm
Linear Regression Based on Identity, Spatial Sign or Spatial...
mvPCA
Principal Component Analysis
mv.shape.est
Shape Matrices
mv.shape.test
Test for Sphericity
pairs2
Plotting two numeric matrices
plot.mvl1lm
Residual Plot for an mvl1lm Object
plot.mvloc
Plotting Method for mvloc Objects
plotMvloc
Function to Plot Multivariate Location Estimates and Their...
plotShape
Pairwise Scatterplot Matrix of Shape Matrices
predict.mvl1lm
Predicted Values Based on a Model Fitted by mv.l1lm
predict.mvPCA
Prediction Method for a Principal Component Object of Type...
print.anovamvl1lm
Printing an Object of Class anovamvl1lm
print.mvcloc
Printing an 'mvcloc' Object
print.mvl1lm
Printing an mvl1lm Object
print.mvloc
Printing an 'mvloc' Object
print.mvPCA
Printing Method for a Principal Component Object of Type...
residuals.mvl1lm
Residuals of an mvl1lm Object
rmvpowerexp
Random Samples From a Power Exponential Distributions
runifsphere
Random Samples From the Unit Sphere
screeplot.mvPCA
Plotting Method for a Principal Component Object of Type...
spatial.sign2
Spatial Signs
summary.mvcloc
Summarizing an 'mvcloc' Object
summary.mvl1lm
Summary for an mvl1lm Object
summary.mvloc
Summarizing an 'mvloc' Object
summary.mvPCA
Summary for an object of class mvPCA.
vcov.mvl1lm
Variance-Covariance Matrix of an mvl1lm Object

Files in this package

MNM
MNM/inst
MNM/inst/CITATION
MNM/inst/ChangeLog
MNM/NAMESPACE
MNM/data
MNM/data/beans.rda
MNM/R
MNM/R/locEst.R
MNM/R/mv.ind.test.internal.R
MNM/R/mvshapetest_internal.R
MNM/R/internal_miscMNM.R
MNM/R/plotShape.R
MNM/R/runifsphere.R
MNM/R/mv.2way.estInternal.R
MNM/R/mv.pca.R
MNM/R/mv.2way.testInternal.R
MNM/R/affinetrans.R
MNM/R/mvshapeest.R
MNM/R/mv.l1lm.R
MNM/R/mv.ind.test.R
MNM/R/anova.mvl1lm.R
MNM/R/mv.2way.est.R
MNM/R/mvCsampleTest.R
MNM/R/print.anovamvl1lm.R
MNM/R/syminv.R
MNM/R/summary.mvcloc.R
MNM/R/mv.2way.test.R
MNM/R/mv.l1lm.Methods.R
MNM/R/mvPCA.R
MNM/R/plot.mvloc.R
MNM/R/locTestInternal.R
MNM/R/spatial.sign2.R
MNM/R/mv2sampleEstInternal.R
MNM/R/pairs2.R
MNM/R/print.mvloc.R
MNM/R/locTest.R
MNM/R/print.mvcloc.R
MNM/R/summary.mvloc.R
MNM/R/mv2sampleEst.R
MNM/R/MNMinternals.R
MNM/R/mv.l1lm.Internal.R
MNM/R/rmvpowerexp.R
MNM/R/csampleinternal.R
MNM/R/mvshapetest.R
MNM/R/plotMvloc.R
MNM/MD5
MNM/DESCRIPTION
MNM/man
MNM/man/runifsphere.Rd
MNM/man/mv.2way.est.Rd
MNM/man/predict.mvl1lm.Rd
MNM/man/mv.2way.test.Rd
MNM/man/print.anovamvl1lm.Rd
MNM/man/spatial.sign2.Rd
MNM/man/vcov.mvl1lm.Rd
MNM/man/summary.mvPCA.Rd
MNM/man/residuals.mvl1lm.Rd
MNM/man/summary.mvloc.Rd
MNM/man/plotMvloc.Rd
MNM/man/mv.shape.test.Rd
MNM/man/plot.mvloc.Rd
MNM/man/mv.l1lm.Rd
MNM/man/mv.1sample.est.Rd
MNM/man/summary.mvl1lm.Rd
MNM/man/rmvpowerexp.Rd
MNM/man/MNM-package.Rd
MNM/man/mv.ind.test.Rd
MNM/man/mv.shape.est.Rd
MNM/man/mv.2sample.est.Rd
MNM/man/plot.mvl1lm.Rd
MNM/man/summary.mvcloc.Rd
MNM/man/predict.mvPCA.Rd
MNM/man/print.mvl1lm.Rd
MNM/man/print.mvcloc.Rd
MNM/man/plotShape.Rd
MNM/man/print.mvloc.Rd
MNM/man/affine.trans.Rd
MNM/man/mv.Csample.test.Rd
MNM/man/print.mvPCA.Rd
MNM/man/pairs2.Rd
MNM/man/anova.mvl1lm.Rd
MNM/man/screeplot.mvPCA.Rd
MNM/man/mvPCA.Rd
MNM/man/coef.mvl1lm.Rd
MNM/man/fitted.mvl1lm.Rd
MNM/man/beans.Rd
MNM/man/mv.1sample.test.Rd