MNM: Multivariate Nonparametric Methods. An Approach Based on Spatial Signs and Ranks
Version 1.0-2

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.

Browse man pages Browse package API and functions Browse package files

AuthorKlaus Nordhausen, Jyrki Mottonen, Hannu Oja
Date of publication2016-06-29 15:57:29
MaintainerKlaus Nordhausen <klaus.nordhausen@utu.fi>
LicenseGPL (>= 2)
Version1.0-2
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("MNM")

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

Functions

Cpp Source code
CsrTestInner Source code
CsrTestOuter Source code
CssTestInner Source code
CssTestOuter Source code
Ginv Source code
HL.est Source code
HL.est2 Source code
Hrank Source code
Hsign Source code
MNM Man page
MNM-package Man page
RowNorms Source code
SCov.test Source code
SSCov.test Source code
affine.trans Man page Source code
anova.mvl1lm Man page Source code
beans Man page
coef.mvl1lm Man page
fitted.mvl1lm Man page
hot.csample Source code
id.loc Source code
iind Source code
mauchly.test Source code
mv.1sample.est Man page
mv.1sample.test Man page
mv.2sample.est Man page Source code
mv.2way.est Man page
mv.2way.test Man page
mv.Csample.test Man page
mv.ind.test Man page Source code
mv.l1lm Man page Source code
mv.pca Source code
mv.shape.est Man page Source code
mv.shape.test Man page Source code
mvPCA Man page Source code
my.quad.from Source code
pairs2 Man page Source code
perm.t Source code
plot.mvPCA Man page Source code
plot.mvl1lm Man page
plot.mvloc Man page
plotMvloc Man page
plotShape Man page
predict.mvPCA Man page Source code
predict.mvl1lm Man page
print.anovamvl1lm Man page
print.mvPCA Man page Source code
print.mvcloc Man page
print.mvl1lm Man page
print.mvloc Man page
print.summary.mvPCA Man page Source code
rank.est.inner Source code
rank.est.outer Source code
reg.identity Source code
reg.ranks.inner Source code
reg.ranks.outer Source code
reg.signs.inner Source code
reg.signs.outer Source code
residuals.mvl1lm Man page
rmvpowerexp Man page
runifsphere Man page
screeplot.mvPCA Man page Source code
sign.est.inner Source code
sign.est.outer Source code
spatial.sign2 Man page
srind.inner Source code
srloc.inner Source code
srloc.outer Source code
ssind.inner Source code
ssloc.inner Source code
ssloc.outer Source code
summary.mvPCA Man page Source code
summary.mvcloc Man page
summary.mvl1lm Man page
summary.mvloc Man page
syminv Source code
symmsind.inner Source code
vcov.mvl1lm Man page

Files

inst
inst/CITATION
inst/ChangeLog
NAMESPACE
data
data/beans.rda
R
R/locEst.R
R/mv.ind.test.internal.R
R/mvshapetest_internal.R
R/internal_miscMNM.R
R/plotShape.R
R/runifsphere.R
R/mv.2way.estInternal.R
R/mv.pca.R
R/mv.2way.testInternal.R
R/affinetrans.R
R/mvshapeest.R
R/mv.l1lm.R
R/mv.ind.test.R
R/anova.mvl1lm.R
R/mv.2way.est.R
R/mvCsampleTest.R
R/print.anovamvl1lm.R
R/syminv.R
R/summary.mvcloc.R
R/mv.2way.test.R
R/mv.l1lm.Methods.R
R/mvPCA.R
R/plot.mvloc.R
R/locTestInternal.R
R/spatial.sign2.R
R/mv2sampleEstInternal.R
R/pairs2.R
R/print.mvloc.R
R/locTest.R
R/print.mvcloc.R
R/summary.mvloc.R
R/mv2sampleEst.R
R/MNMinternals.R
R/mv.l1lm.Internal.R
R/rmvpowerexp.R
R/csampleinternal.R
R/mvshapetest.R
R/plotMvloc.R
MD5
DESCRIPTION
man
man/runifsphere.Rd
man/mv.2way.est.Rd
man/predict.mvl1lm.Rd
man/mv.2way.test.Rd
man/print.anovamvl1lm.Rd
man/spatial.sign2.Rd
man/vcov.mvl1lm.Rd
man/summary.mvPCA.Rd
man/residuals.mvl1lm.Rd
man/summary.mvloc.Rd
man/plotMvloc.Rd
man/mv.shape.test.Rd
man/plot.mvloc.Rd
man/mv.l1lm.Rd
man/mv.1sample.est.Rd
man/summary.mvl1lm.Rd
man/rmvpowerexp.Rd
man/MNM-package.Rd
man/mv.ind.test.Rd
man/mv.shape.est.Rd
man/mv.2sample.est.Rd
man/plot.mvl1lm.Rd
man/summary.mvcloc.Rd
man/predict.mvPCA.Rd
man/print.mvl1lm.Rd
man/print.mvcloc.Rd
man/plotShape.Rd
man/print.mvloc.Rd
man/affine.trans.Rd
man/mv.Csample.test.Rd
man/print.mvPCA.Rd
man/pairs2.Rd
man/anova.mvl1lm.Rd
man/screeplot.mvPCA.Rd
man/mvPCA.Rd
man/coef.mvl1lm.Rd
man/fitted.mvl1lm.Rd
man/beans.Rd
man/mv.1sample.test.Rd
MNM documentation built on May 20, 2017, 12:44 a.m.