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oem (version 1.02.1)

Orthogonalizing Expectation maximization

Description

Fit penalized regression with orthogonalizing EM algorithm

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Version

Install

install.packages('oem')

Monthly Downloads

304

Version

1.02.1

License

GPL (>= 2)

Maintainer

Bin Dai

Last Published

January 6th, 2014

Functions in oem (1.02.1)

oem-package

Orthogonalizing EM algorithm for penalized least squares problem.
oemfit

fit a penalized least squares with orthogonalizing EM algorithm
plot.oemfit

plot coefficients from an oemfit object
print.oemfit

print an oemfit object
calHousing

California Housing data
predict.oemfit

make predictions from a fitted "oemfit" object
example9

Example 9 in the oem paper