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(Journal article / Tidsskriftartikkel / AcceptedVersion; Peer reviewed, 2018)
In biomedical research, boosting-based regression approaches have gained much attention in the last decade. Their intrinsic variable selection procedure and ability to shrink the estimates of the regression coefficients ...
(Journal article / Tidsskriftartikkel / AcceptedVersion; Peer reviewed, 2018)
If a number of candidate variables are available, variable selection is a key task aiming to identify those candidates which influence the outcome of interest. Methods as backward elimination, forward selection, etc. are ...