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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}, }
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