EMLassoFromDir: Get EMLasso from the save files in a folder
In EMLasso: Fit (logistic) LASSO when there is missing data in the predictors

Description Usage Arguments Value Author(s) See Also

Get EMLasso from the save files in a folder (like what is saved during EMLasso)

  EMLassoFromDir(dir,
    fileForm="EMLasso\\.1l_parallel_([0-9]+)\\.saved",
    toNrForm="\\1", postProcessAll = postProcessEMLasso,
    family="unidentifiable", params="unidentifiable",
    verbosity=0)

`dir`	path where the files are
`fileForm`	Regular expression showing the form of the filenames (should also hold a group to find the index of that file)
`toNrForm`	replacement regular expression: combined with `fileForm` should turn the name into its index (see `sub`)
`postProcessAll`	function, like `postProcessEMLasso` (its default) and of that signature, to do some extra work before returning the result of `EMLasso`
`family`	see `EMLasso`, but it is overridden
`params`	see `EMLasso` object that will provide the conversion from imputed dataset to one that is ready for fitting the predictor model
`verbosity`	The higher this value, the more levels of progress and debug information is displayed (note: in R for Windows, turn off buffered output)

very similar to the return value of EMLasso, though some (mostly unimportant) variables may be impossible to reconstruct, especially the call and params

Nick Sabbe nick.sabbe@ugent.be

EMLasso

EMLasso documentation built on May 2, 2019, 5:49 p.m.