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msir (version 1.2)
Model-based Sliced Inverse Regression
Description
An R package for dimension reduction based on finite Gaussian mixture modeling of inverse regression.
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Version
1.3.3
1.3.2
1.3.1
1.2
1.1
1.0
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Install
install.packages('msir')
Monthly Downloads
270
Version
1.2
License
GPL (>= 2)
Maintainer
Luca Scrucca
Last Published
August 10th, 2012
Functions in msir (1.2)
Search functions
loess.sd
Local Polynomial Regression Fitting with Variability bands
msir.permutation.test
Permutation test for dimensionality
summary.msir
Summary and print methods for
'msir'
objects
msir.bic
BIC-type criterion for dimensionality
msir.nslices
Default number of slices
msir.regularizedSigma
Regularized estimate of predictors covariance matrix.
msir
MSIR -- Model-based Sliced Inverse Regression
msir.slices
Slice a vector into slices of approximately equal size
plot.msir
Plot method for
'msir'
objects.
msir.dir
Model-based Sliced Inverse Regression directions
msir-internal
Internal
'msir'
functions