Statistical Computing 2011
Tutorial: Model-based Boosting in R




Part 1: Introduction to gradient boosting

Part 2: The package mboost

    R Code for Part 2

Part 3: Families

    Families in mboost

    Build your own family

Part 4: Case studies

    Birth weight prediction for small fetuses

    R code for case study 1

    Forest regeneration under deer browsing pressure