Hi Robb,

the gamboost() function in package `mboost' may help. The details
are described in

@article{Kneib+Hothorn+Tutz:2009,
  author = {Thomas Kneib and Torsten Hothorn and Gerhard Tutz},
  title = {Variable Selection and Model Choice in Geoadditive Regression 
Models},
  journal = {Biometrics},
  year = {2009},
  note = {Accepted}
}

(preprint available from http://epub.ub.uni-muenchen.de/2063/)

Best wishes,

Torsten

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