Learn R Programming
⚠️There's a newer version (1.0-4) of this package.Take me there.

MNM (version 0.95-0)

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

Description

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

Copy Link

Version

Install

install.packages('MNM')

Monthly Downloads

209

Version

0.95-0

License

GPL (>= 2)

Maintainer

Klaus Nordhausen

Last Published

November 9th, 2009

Functions in MNM (0.95-0)

MNM-package

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

Randomized Block Experiment of Plots of Beans
affine.trans

Function For Affine Data Transformation
coef.mvl1lm

Coefficients of an mvl1lm Object
anova.mvl1lm

Comparisons between Multivariate Linear Models
fitted.mvl1lm

Fitted Values of an mvl1lm Object
mv.1sample.est

Multivariate One Sample Location Estimates
mv.1sample.test

Multivariate Location Tests
mv.2sample.est

Multivariate Two Sample Shift Estimates
mv.2way.test

Randomized Complete Block Design.
mv.2way.est

Treatment Effect Estimates in the Randomized Complete Block Case
mv.Csample.test

C Sample Test of Location
mv.ind.test

Independence Test
mv.l1lm

Linear Regression Based on Identity, Spatial Sign or Spatial Rank Scores
mvPCA

Principal Component Analysis
mv.shape.est

Shape Matrices
pairs2

Plotting two numeric matrices
plotMvloc

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

Pairwise Scatterplot Matrix of Shape Matrices
predict.mvPCA

Prediction Method for a Principal Component Object of Type mvPCA
predict.mvl1lm

Predicted Values Based on a Model Fitted by mv.l1lm
print.anovamvl1lm

Printing an Object of Class anovamvl1lm
print.mvPCA

Printing Method for a Principal Component Object of Type mvPCA
print.mvl1lm

Printing an mvl1lm Object
plot.mvl1lm

Residual Plot for an mvl1lm Object
print.mvloc

Printing an 'mvloc' Object
print.mvcloc

Printing an 'mvcloc' Object
mv.shape.test

Test for Sphericity
rmvpowerexp

Random Samples From a Power Exponential Distributions
runifsphere

Random Samples From the Unit Sphere
residuals.mvl1lm

Residuals of an mvl1lm Object
screeplot.mvPCA

Plotting Method for a Principal Component Object of Type mvPCA
summary.mvPCA

Summary for an object of class mvPCA.
spatial.sign2

Spatial Signs
summary.mvcloc

Summarizing an 'mvcloc' Object
vcov.mvl1lm

Variance-Covariance Matrix of an mvl1lm Object
summary.mvloc

Summarizing an 'mvloc' Object
summary.mvl1lm

Summary for an mvl1lm Object