Orthogonalizing EM: Penalized Regression for Big Tall Data
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Documentation for package ‘oem’ version 2.0.12
Help Pages
| big.oem | Orthogonalizing EM for big.matrix objects |
| cv.oem | Cross validation for Orthogonalizing EM |
| cv.oemfit | Deprecated functions |
| logLik.cv.oem | log likelihood function for fitted oem objects |
| logLik.oem | log likelihood function for fitted oem objects |
| logLik.xval.oem | log likelihood function for fitted oem objects |
| oem | Orthogonalizing EM |
| oem-deprecated | Deprecated functions |
| oem.xtx | Orthogonalizing EM with precomputed XtX |
| oemfit | Deprecated functions |
| plot.cv.oem | Plot method for Orthogonalizing EM fitted objects |
| plot.oem | Plot method for Orthogonalizing EM fitted objects |
| plot.oemfit | Deprecated functions |
| plot.xval.oem | Plot method for Orthogonalizing EM fitted objects |
| predict.cv.oem | Prediction function for fitted cross validation oem objects |
| predict.oem | Prediction method for Orthogonalizing EM fitted objects |
| predict.oemfit | Deprecated functions |
| predict.xval.oem | Prediction function for fitted cross validation oem objects |
| print.oemfit | Deprecated functions |
| print.summary.cv.oem | print method for 'summary.cv.oem' objects |
| summary.cv.oem | summary method for cross validation Orthogonalizing EM fitted objects |
| summary.xval.oem | summary method for cross validation Orthogonalizing EM fitted objects |
| xval.oem | Fast cross validation for Orthogonalizing EM |