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Chunk #99 — Further Application Examples

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An introduction to recursive partitioning: rationale, application, and characteristics of classification and regression trees, bagging, and random forests.
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For further illustration, two additional application examples of model based partitioning and random forests are outlined. The source code for reproducing all steps of the following analyses as well as the examples in the previous sections in the R system for statistical computing (R Development Core Team 2009) is provided as a supplement.