Publications / Veröffentlichungen

[1] Torsten Hothorn, Peter Bühlmann, Thomas Kneib, Matthias Schmid, and Benjamin Hofner. Model-based boosting 2.0. Journal of Machine Learning Research, 2010. accepted 2010-05-31. [ bib ]
[2] Esther Herberich, Johannes Sikorski, and Torsten Hothorn. A robust procedure for comparing multiple means under heteroscedasticity in unbalanced designs. PLoS ONE, 5:e9788, 2010. [ bib | DOI ]
[3] Esther Herberich, Torsten Hothorn, Daniel Nettle, and Thomas V. Pollet. A re-evaluation of the statistical model in Pollet and Nettle 2009. Evolution and Human Behavior, 31(2):150-151, 2010. [ bib ]
[4] Nikolay Robinzonov and Torsten Hothorn. Boosting for estimating spatially structured additive models. In Statistical Modelling and Regression Structures. Festschrift in Honour of Ludwig Fahrmeir. Physica-Verlag, Heidelberg, 2010. [ bib ]
[5] Anne-Laure Boulesteix and Torsten Hothorn. Testing the additional predictive value of high-dimensional molecular data. BMC Bioinformatics, 11:78, 2010. highly accessed. [ bib | DOI | http ]
[6] Carolin Strobl, Torsten Hothorn, and Achim Zeileis. Party on! a new, conditional variable importance measure for random forests available in the party package. The R Journal, 1(2), 2010. [ bib | http ]
[7] Matthias Schmid, Sergej Potapov, Annette Pfahlberg, and Torsten Hothorn. Estimation and regularization techniques for regression models with multidimensional prediction functions. Statistics and Computing, 20(2):139-150, 2010. [ bib | DOI ]
[8] Claus Bäßler, Jörg Müller, Torsten Hothorn, Thomas Kneib, Franz Badeck, and Frank Dziock. Estimation of the extinction risk for high-montane species as a consequence of global warming and assessment of their suitability as cross-taxon indicators. Ecological Indicators, 10:341-352, 2010. [ bib ]
[9] Peter Bühlmann and Torsten Hothorn. Twin boosting: Improved feature selection and prediction. Statistics and Computing, 20(2):119-138, 2010. [ bib | DOI ]
[10] Ludwig A. Hothorn, Michael Vaeth, and Torsten Hothorn. Trend tests for the evaluation of exposure-response relationships in epidemiological exposure studies. Epidemiologic Perspectives & Innovations, 2010. accepted on 2009-10-26. [ bib ]
[11] Brian S. Everitt and Torsten Hothorn. A Handbook of Statistical Analyses Using R. Chapman & Hall/CRC Press, Boca Raton, Florida, USA, 2nd edition, 2009. [ bib ]
[12] Kelly O. Maloney, Donald E. Weller, Marc J. Russell, and Torsten Hothorn. Classifying the biological condition of small streams: An example using benthic macroinvertebrates. Journal of the North American Benthological Society, 28(4):869-884, 2009. [ bib | DOI ]
[13] Christoph Moning, Silke Werth, Frank Dziock, Claus Bässler, Johannes Bradtka, Torsten Hothorn, and Jörg Müller. Lichen diversity in temperate montane forests is influenced by forest structure more than climate. Forest Ecology and Management, 258(5):745-751, 2009. [ bib | DOI ]
[14] Xuefei Mi, Tetsuhisha Miwa, and Torsten Hothorn. mvtnorm: New numerical algorithm for multivariate normal probabilities. The R Journal, 1(1):37-39, 2009. [ bib ]
[15] Ludwig A. Hothorn and Torsten Hothorn. Order-restricted scores test for the evaluation of population-based case-control studies when the genetic model is unknown. Biometrical Journal, 51(4):659-669, 2009. [ bib ]
[16] Judith C. Sporn, Georg Kustatscher, Torsten Hothorn, Manuel Collado, Manuel Serrano, Thomas Muley, Philipp Schnabel, and Andreas G. Ladurner. Histone macroH2A isoforms predict the risk of lung cancer recurrence. Oncogene, 28:3423-3428, 2009. [ bib ]
[17] Thomas Kneib, Torsten Hothorn, and Gerhard Tutz. Variable selection and model choice in geoadditive regression models. Biometrics, 65(2):626-634, 2009. [ bib ]
[18] Torsten Hothorn, Kurt Hornik, Mark A. van de Wiel, and Achim Zeileis. Implementing a class of permutation tests: The coin package. Journal of Statistical Software, 28(8):1-23, 2008. [ bib | http ]
[19] Matthias Schmid and Torsten Hothorn. Boosting additive models using component-wise P-splines as base-learners. Computational Statistics & Data Analysis, 53(2):298-311, 2008. [ bib | DOI ]
[20] Frank Bretz, Torsten Hothorn, and Peter Westfall. Multiple comparison procedures in linear models. In Paula Brito, editor, Compstat 2008-Proceedings in Computational Statistics, pages 423-431. Physica Verlag, Heidelberg, Germany, 2008. [ bib ]
[21] Matthias Schmid and Torsten Hothorn. Flexible boosting of accelerated failure time models. BMC Bioinformatics, 9:269, 2008. [ bib | DOI | http ]
[22] Ralf L. Schild, Monika Maringa, Jörn Siemer, Bernhard Meurer, Natalie Hart, Tamme W. Goecke, Matthias Schmid, Torsten Hothorn, and Manfred E. Hansmann. Weight estimation by three-dimensional ultrasound in the small fetus. Ultrasound in Obstetrics and Gynecology, 32(2):168-175, 2008. [ bib ]
[23] Torsten Hothorn, Frank Bretz, and Peter Westfall. Simultaneous inference in general parametric models. Biometrical Journal, 50(3):346-363, 2008. [ bib ]
[24] Thomas Kneib, Jörg Müller, and Torsten Hothorn. Spatial smoothing techniques for the assessment of habitat suitability. Environmental and Ecological Statistics, 15(3):343-364, 2008. [ bib ]
[25] Torsten Hothorn and Achim Zeileis. Generalized maximally selected statistics. Biometrics, 64(4):1263-–1269, 2008. [ bib | DOI ]
[26] Achim Zeileis, Torsten Hothorn, and Kurt Hornik. Model-based recursive partitioning. Journal of Computational and Graphical Statistics, 17(2):492-514, 2008. [ bib | DOI | .pdf ]
[27] Karin T. Eckel, Annette Pfahlberg, Olaf Gefeller, and Torsten Hothorn. Flexible modeling of malignant melanoma survival. Methods of Information in Medicine, 47(1):47-55, 2008. [ bib ]

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