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oem (version 1.02.1)
Orthogonalizing Expectation maximization
Description
Fit penalized regression with orthogonalizing EM algorithm
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Install
install.packages('oem')
Monthly Downloads
334
Version
1.02.1
License
GPL (>= 2)
Maintainer
Bin Dai
Last Published
January 6th, 2014
Functions in oem (1.02.1)
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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