If ctree() is used additionally cite: If mob() is used additionally cite: If cforest() is used cite:
Hothorn T, Hornik K, Zeileis A (2006). “Unbiased Recursive Partitioning: A Conditional Inference Framework.” Journal of Computational and Graphical Statistics, 15(3), 651–674. doi:10.1198/106186006X133933.
Zeileis A, Hothorn T, Hornik K (2008). “Model-Based Recursive Partitioning.” Journal of Computational and Graphical Statistics, 17(2), 492–514. doi:10.1198/106186008X319331.
Hothorn T, Buehlmann P, Dudoit S, Molinaro A, Van Der Laan M (2006). “Survival Ensembles.” Biostatistics, 7(3), 355–373. doi:10.1093/biostatistics/kxj011.
Strobl C, Boulesteix A, Zeileis A, Hothorn T (2007). “Bias in Random Forest Variable Importance Measures: Illustrations, Sources and a Solution.” BMC Bioinformatics, 8(25). doi:10.1186/1471-2105-8-25.
Strobl C, Boulesteix A, Kneib T, Augustin T, Zeileis A (2008). “Conditional Variable Importance for Random Forests.” BMC Bioinformatics, 9(307). doi:10.1186/1471-2105-9-307.
Corresponding BibTeX entries:
@Article{,
title = {Unbiased Recursive Partitioning: A Conditional Inference
Framework},
author = {Torsten Hothorn and Kurt Hornik and Achim Zeileis},
journal = {Journal of Computational and Graphical Statistics},
year = {2006},
volume = {15},
number = {3},
doi = {10.1198/106186006X133933},
pages = {651--674},
}
@Article{,
title = {Model-Based Recursive Partitioning},
author = {Achim Zeileis and Torsten Hothorn and Kurt Hornik},
journal = {Journal of Computational and Graphical Statistics},
year = {2008},
volume = {17},
number = {2},
doi = {10.1198/106186008X319331},
pages = {492--514},
}
@Article{,
title = {Survival Ensembles},
author = {Torsten Hothorn and Peter Buehlmann and Sandrine Dudoit
and Annette Molinaro and Mark {Van Der Laan}},
journal = {Biostatistics},
year = {2006},
volume = {7},
number = {3},
pages = {355--373},
doi = {10.1093/biostatistics/kxj011},
}
@Article{,
title = {Bias in Random Forest Variable Importance Measures:
Illustrations, Sources and a Solution},
author = {Carolin Strobl and Anne-Laure Boulesteix and Achim
Zeileis and Torsten Hothorn},
journal = {BMC Bioinformatics},
year = {2007},
volume = {8},
number = {25},
doi = {10.1186/1471-2105-8-25},
}
@Article{,
title = {Conditional Variable Importance for Random Forests},
author = {Carolin Strobl and Anne-Laure Boulesteix and Thomas Kneib
and Thomas Augustin and Achim Zeileis},
journal = {BMC Bioinformatics},
year = {2008},
volume = {9},
number = {307},
doi = {10.1186/1471-2105-9-307},
}