Fitting Functions

oem()

Orthogonalizing EM

big.oem()

Orthogonalizing EM for big.matrix objects

oem.xtx()

Orthogonalizing EM with precomputed XtX

Cross Validation Functions

cv.oem()

Cross validation for Orthogonalizing EM

xval.oem()

Fast cross validation for Orthogonalizing EM

Plotting

plot(<oem>) plot(<cv.oem>) plot(<xval.oem>)

Plot method for Orthogonalizing EM fitted objects

Summarizing

summary(<cv.oem>) summary(<xval.oem>)

summary method for cross validation Orthogonalizing EM fitted objects

print(<summary.cv.oem>)

print method for summary.cv.oem objects

Predicting

predict(<oem>)

Prediction method for Orthogonalizing EM fitted objects

predict(<cv.oem>)

Prediction function for fitted cross validation oem objects

predict(<xval.oem>)

Prediction function for fitted cross validation oem objects

Deprecated

oemfit() cv.oemfit() plot(<oemfit>) predict(<oemfit>) print(<oemfit>)

Deprecated functions

Utilities

logLik(<oem>) logLik(<cv.oem>) logLik(<xval.oem>)

log likelihood function for fitted oem objects