oem: Orthogonalizing EM
Version 2.0.6

Solves penalized least squares problems for big tall data using the orthogonalizing EM algorithm of Xiong et al. (2016) . The main fitting function is oem() and the functions cv.oem() and xval.oem() are for cross validation, the latter being an accelerated cross validation function for linear models. The big.oem() function allows for out of memory fitting.

Package details

AuthorBin Dai [aut], Jared Huling [aut, cre], Yixuan Qiu [ctb]
Date of publication2017-07-06 14:41:09 UTC
MaintainerJared Huling <[email protected]>
LicenseGPL (>= 2)
URL https://github.com/jaredhuling/oem
Package repositoryView on CRAN
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oem documentation built on July 6, 2017, 5:03 p.m.