Learn R Programming
⚠️There's a newer version (1.4) of this package.Take me there.

msir (version 1.1)

Model-based Sliced Inverse Regression

Description

An R package for dimension reduction based on finite Gaussian mixture modeling of inverse regression.

Copy Link

Version

Install

install.packages('msir')

Monthly Downloads

361

Version

1.1

License

GPL (>= 2)

Maintainer

Luca Scrucca

Last Published

May 30th, 2012

Functions in msir (1.1)

msir-internal

Internal 'msir' functions
msir.permutation.test

Permutation test for dimensionality
loess.sd

Local Polynomial Regression Fitting with Variability bands
summary.msir

Summary and print methods for 'msir' objects
plot.msir

Plot method for 'msir' objects.
msir

MSIR -- Model-based Sliced Inverse Regression
msir.nslices

Default number of slices
msir.bic

BIC-type criterion for dimensionality
msir.slices

Slice a vector into slices of approximately equal size
msir.regularizedSigma

Regularized estimate of predictors covariance matrix.
msir.dir

Model-based Sliced Inverse Regression directions