RDocumentation
Moon
Learn R
Search all packages and functions
⚠️
There's a newer version (1.3.3) of this package.
Take me there.
msir (version 1.3.1)
Model-Based Sliced Inverse Regression
Description
An R package for dimension reduction based on finite Gaussian mixture modeling of inverse regression.
Copy Link
Copy
Link to current version
Version
Version
1.3.3
1.3.2
1.3.1
1.2
1.1
1.0
Down Chevron
Install
install.packages('msir')
Monthly Downloads
311
Version
1.3.1
License
GPL (>= 2)
Maintainer
Luca Scrucca
Last Published
April 7th, 2016
Functions in msir (1.3.1)
Search functions
plot.msir
Plot method for
'msir'
objects.
msir.permutation.test
Permutation test for dimensionality
loess.sd
Local Polynomial Regression Fitting with Variability bands
msir-package
Model-based Sliced Inverse Regression (MSIR)
summary.msir
Summary and print methods for
'msir'
objects
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
msir.nslices
Default number of slices
msir.bic
BIC-type criterion for dimensionality
msir
Model-based Sliced Inverse Regression (MSIR)
msir-internal
Internal
'msir'
functions