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lol (version 1.20.0)

Lots Of Lasso

Description

Various optimization methods for Lasso inference with matrix warpper

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Version

Version

1.20.0

License

GPL-2

Maintainer

Yinyin Yuan

Last Published

February 15th, 2017

Functions in lol (1.20.0)

matrixLasso

A wrapper function for matrix-to-matrix Lasso regressions
chin07

Breast cancer data set of genome-wide copy number merged data and expression of some important genes
lasso.multiSplit

Multi-split lasso
lasso

lasso
plotGW

Plot genome-wide data along the genome
print.lolMatrix

print function for class lolMatrix
lasso.simultaneous

Simultaneous lasso
print.lol

print function for class lol
lmMatrixFit

Multiple lm fit for penalized regressions
getLambdaNcoef

get the lambda value that yield certain number of non-zero coefficients
lasso.stability

Stability and randomised lasso
lasso.cv

Cross validation optimizer for lasso
lol-package

Lots of Lasso