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mvdalab (version 1.7)

plusminus.fit: PlusMinus (Mas-o-Menos)

Description

Plus-Minus classifier

Usage

plusminus.fit(XX, YY, ...)

Value

An object of class plusminus is returned. The object contains all components returned by the underlying fit function. In addition, it contains the following:

coefficients

regression coefficients

Y

response values

X

scaled predictors

Arguments

XX

a matrix of observations. NAs and Infs are not allowed.

YY

a vector. NAs and Infs are not allowed.

...

additional arguments. Currently ignored.

Author

Richard Baumgartner (richard_baumgartner@merck.com), Nelson Lee Afanador (nelson.afanador@mvdalab.com)

Details

This function should not be called directly, but through plusminusFit with the argument method="plusminus". It implements the Plus-Minus algorithm.

References

Zhao et al. (2014) Mas-o-menos: a simple sign averaging method for discriminationin genomic data analysis. Bioinformatics, 30(21):3062-3069.

See Also

plusminusFit