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msir (version 1.3.2)
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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1.3.3
1.3.2
1.3.1
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Install
install.packages('msir')
Monthly Downloads
311
Version
1.3.2
License
GPL (>= 2)
Maintainer
Luca Scrucca
Last Published
March 15th, 2019
Functions in msir (1.3.2)
Search functions
msir.slices
Slice a vector into slices of approximately equal size
plot.msir
Plot method for
'msir'
objects.
summary.msir
Summary and print methods for
'msir'
objects
msir.bic
BIC-type criterion for dimensionality
msir.nslices
Default number of slices
loess.sd
Local Polynomial Regression Fitting with Variability bands
msir.permutation.test
Permutation test for dimensionality
msir.regularizedSigma
Regularized estimate of predictors covariance matrix.
msir-internal
Internal
'msir'
functions
predict.msir
Model-based Sliced Inverse Regression directions
spinplot
Rotating three-dimensional plot
msir-package
Model-based Sliced Inverse Regression (MSIR)
msir
Model-based Sliced Inverse Regression (MSIR)