Model-based Sliced Inverse Regression


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Documentation for package ‘msir’ version 1.0

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msir-package Model-based Sliced Inverse Regression
bicDimRed BIC-type criterion for dimensionality
loess.sd Local Polynomial Regression Fitting with Variability bands
msir MSIR - Model-based Sliced Inverse Regression
msir.bic BIC-type criterion for dimensionality
msir.dir Model-based Sliced Inverse Regression directions
msir.nslices Default number of slices
msir.permutation.test Permutation test for dimensionality
msir.regularizedSigma Regularized estimate of predictors covariance matrix.
msir.slices Slice a vector into slices of approximately equal size
panel.loess Local Polynomial Regression Fitting with Variability bands
plot.msir Plot method for "msir" objects.
summary.msir Model-based Sliced Inverse Regression