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MNM (version 1.0-4)

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

Description

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. The methodology is described in Oja (2010) and Nordhausen and Oja (2011) .

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Version

Install

install.packages('MNM')

Monthly Downloads

282

Version

1.0-4

License

GPL (>= 2)

Maintainer

Klaus Nordhausen

Last Published

November 29th, 2023

Functions in MNM (1.0-4)

mv.ind.test

Independence Test
mv.shape.test

Test for Sphericity
anova.mvl1lm

Comparisons between Multivariate Linear Models
beans

Randomized Block Experiment of Plots of Beans
print.anovamvl1lm

Printing an Object of Class anovamvl1lm
print.mvl1lm

Printing an mvl1lm Object
mv.shape.est

Shape Matrices
mv.l1lm

Linear Regression Based on Identity, Spatial Sign or Spatial Rank Scores
print.mvcloc

Printing an 'mvcloc' Object
print.mvloc

Printing an 'mvloc' Object
residuals.mvl1lm

Residuals of an mvl1lm Object
summary.mvl1lm

Summary for an mvl1lm Object
print.mvPCA

Printing Method for a Principal Component Object of Type mvPCA
summary.mvloc

Summarizing an 'mvloc' Object
plotMvloc

Function to Plot Multivariate Location Estimates and Their Confidence Ellipsoids.
plotShape

Pairwise Scatterplot Matrix of Shape Matrices
summary.mvcloc

Summarizing an 'mvcloc' Object
summary.mvPCA

Summary for an object of class mvPCA.
predict.mvl1lm

Predicted Values Based on a Model Fitted by mv.l1lm
predict.mvPCA

Prediction Method for a Principal Component Object of Type mvPCA
screeplot.mvPCA

Plotting Method for a Principal Component Object of Type mvPCA
spatial.sign2

Spatial Signs
runifsphere

Random Samples From the Unit Sphere
rmvpowerexp

Random Samples From a Power Exponential Distributions
vcov.mvl1lm

Variance-Covariance Matrix of an mvl1lm Object
mv.1sample.test

Multivariate Location Tests
coef.mvl1lm

Coefficients of an mvl1lm Object
plot.mvloc

Plotting Method for mvloc Objects
MNM-package

tools:::Rd_package_title("MNM")
pairs2

Plotting two numeric matrices
mv.2sample.est

Multivariate Two Sample Shift Estimates
fitted.mvl1lm

Fitted Values of an mvl1lm Object
plot.mvl1lm

Residual Plot for an mvl1lm Object
mv.2way.test

Randomized Complete Block Design.
mvPCA

Principal Component Analysis
affine.trans

Function For Affine Data Transformation
mv.2way.est

Treatment Effect Estimates in the Randomized Complete Block Case
mv.1sample.est

Multivariate One Sample Location Estimates
mv.Csample.test

C Sample Test of Location