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Gruppiert nach: Dokumententyp | Veröffentlichungsdatum
Anzahl der Publikationen: 74 .

Monographie

Bretz, Frank; Hothorn, Torsten; Westfall, Peter (2010): Multiple Comparisons Using R. Boca Raton: CRC Press.

Everitt, Brian S.; Hothorn, Torsten (2009): A Handbook of Statistical Analyses Using R. 2nd edition. Boca Raton: CRC Press.

Zeitschriftenartikel

Möst, Lisa; Hothorn, Torsten; Müller, Jörg; Heurich, Marco (2015): Creating a Landscape of Management: Unintended Effects on the Variation of Browsing Pressure in a National Park. In: Forest Ecology and Management, Vol. 338: S. 46-56

Kaldhusdal, Arne; Brandl, Roland; Müller, Jörg; Möst, Lisa; Hothorn, Torsten (2015): Spatio-Phylogenetic Multi-Species Distribution Models. In: Methods in Ecology and Evolution, Vol. 6, Nr. 2: S. 187-197

Brockhaus, Sarah; Scheipl, Fabian; Hothorn, Torsten; Greven, Sonja (2015): The Functional Linear Array Model. In: Statistical Modelling, Vol. 15, Nr. 3: S. 279-300

Möst, Lisa; Hothorn, Torsten (2015): Conditional Transformation Models for Survivor Function Estimation. In: International Journal of Biostatistics, Vol. 11, Nr. 1: S. 23-50

Hapfelmeier, Alexander; Hothorn, Torsten; Ulm, Kurt; Strobl, Carolin (2014): A New Variable Importance Measure for Random Forests with Missing Data. In: Statistics and Computing, Vol. 24, Nr. 1: S. 21-34

Hothorn, Torsten; Kneib, Thomas; Bühlmann, Peter (2014): Conditional Transformation Models. In: Journal of the Royal Statistical Society: Series B (Statistical Methodology), Vol. 76, Nr. 1: S. 3-27

Herberich, Esther; Hassler, Christine; Hothorn, Torsten (2014): Multiple Curve Comparisons with an Application to the Formation of the Dorsal Funiculus of Mutant Mice. In: International Journal of Biostatistics, Vol. 10, Nr. 2: S. 289-302

Möst, Lisa; Schmid, Matthias; Faschingbauer, Florian; Hothorn, Torsten (2014): Predicting Birth Weight with Conditionally Linear Transformation Models. In: Statistical Methods in Medical Research

Bässler, Claus; Hothorn, Torsten; Brandl, Roland; Müller, Jörg (2013): Insects Overshoot the Expected Upslope Shift Caused by Climate Warming.
In: PLOS ONE 8(6), e65842

Fenske, Nora; Burns, Jacob; Hothorn, Torsten; Rehfuess, Eva A. (2013): Understanding child stunting in India: a comprehensive analysis of socio-economic, nutritional and environmental determinants using quantile boosting.
In: PLOS ONE 8(11), e78692

Fenske, Nora; Fahrmeir, Ludwig; Hothorn, Torsten; Rzehak, Peter; Höhle, Michael (2013): Boosting structured additive quantile regression for longitudinal childhood obesity data. In: The International Journal of Biostatistics, Vol. 9, Nr. 1: S. 1-18

Häring, Tim; Reger, Birgit; Ewald, Jörg; Hothorn, Torsten; Schröder, Boris (2013): Regionalizing Indicator Values for Soil Reaction in the Bavarian Alps-From Averages to Multivariate Spectra. In: Folia Geobotanica: S. 1-21

Häring, Tim; Reger, Birgit; Ewald, Jörg; Hothorn, Torsten; Schröder, Boris (2013): Predicting Ellenberg's Soil Moisture Indicator Value in the Bavarian Alps Using Additive Georegression. In: Applied Vegetation Science, Vol. 16, Nr. 1: S. 110-121

Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas (2013): Variable Selection and Model Choice in Structured Survival Models. In: Computational Statistics, Vol. 28, Nr. 3: S. 1079-1101

Strache, Anja; Heller, Elizabeth; Hothorn, Torsten; Heurich, Marco (2013): Activity Patterns of European Roe Deer (Capreolus capreolus) are Strongly Influenced by Individual Behaviour. In: Folia Zoologica, Vol. 62, Nr. 1: S. 67-75

Teuscher, Miriam; Brandl, Roland; Förster, Bernhard; Hothorn, Torsten; Rösner, Sascha; Müller, Jörg (2013): Forest Inventories Are a Valuable Data Source for Habitat Modelling of Forest Species: An Alternative to Remote-sensing Data. In: Forestry: An International Journal of Forest Research, Vol. 86, Nr. 2: S. 241-253

Hothorn, Torsten; Brandl, Roland; Müller, Jörg (2012): Large-scale model-based assessment of deer-vehicle collision risk.
In: PloS one 7(2), e29510 [PDF, 732kB]

Schmid, Matthias; Hothorn, Torsten; Krause, Friedemann; Rabe, Christina (2012): A PAUC-based Estimation Technique for Disease Classification and Biomarker Selection. In: Statistical Applications in Genetics and Molecular Biology, Vol. 11, Nr. 5: S. 1-24 [PDF, 446kB]

Mayr, Andreas; Hothorn, Torsten; Fenske, Nora: Prediction intervals for future BMI values of individual children - a non-parametric approach by quantile boosting. In: BMC Medical Research Methodology 2012, 12:6 [PDF, 770kB]

Eugster, Manuel J.A.; Hothorn, Torsten; Leisch, Friedrich (2012): Domain-based benchmark experiments: Exploratory and inferential analysis. In: Austrian Journal of Statistics, Vol. 41, Nr. 1: S. 5-26

Hapfelmeier, Alexander; Hothorn, Torsten; Ulm, Kurt (2012): Recursive partitioning on incomplete data using surrogate decisions and multiple imputation. In: Computational Statistics & Data Analysis, Vol. 56, Nr. 6: S. 1552-1565

Herberich, Esther; Hothorn, Torsten (2012): Dunnett-type inference in the frailty Cox model with covariates. In: Statistics in Medicine, Vol. 31, Nr. 1: S. 45-55

Heurich, Marco; Möst, Lisa; Schauberger, Gunther; Reulen, Holger; Sustr, Pavel; Hothorn, Torsten (2012): Survival and causes of death of European Roe Deer before and after Eurasian Lynx reintroduction in the Bavarian Forest National Park. In: European Journal of Wildlife Research, Vol. 58, Nr. 3: S. 567-578

Hothorn, Torsten; Brandl, Roland; Müller, Jörg (2012): Large-scale model-based assessment of deer-vehicle collision risk.
In: PLOS ONE 7(2), e29510

Mayr, Andreas; Hothorn, Torsten; Fenske, Nora (2012): Prediction intervals for future BMI values of individual children - A non-parametric approach by quantile boosting. In: BMC Medical Research Methodology, Vol. 12: S. 6

Müller, Jörg; Mehr, Milenka; Bässler, Claus; Fenton, M. Brock; Hothorn, Torsten; Pretzsch, Hans; Klemmt, Hans-Joachim; Brandl, Roland (2012): Aggregative response in bats: Prey abundance versus habitat. In: Oecologia, Vol. 169, Nr. 3: S. 673-684

Robinzonov, Nikolay; Tutz, Gerhard; Hothorn, Torsten (2012): Boosting techniques for nonlinear time series models. In: AStA Advances in Statistical Analysis, Vol. 96, Nr. 1: S. 99-122

Rödel, Claus; Liersch, Torsten; Becker, Heinz; Fietkau, Rainer; Hohenberger, Werner; Hothorn, Torsten; Graeven, Ullrich; Arnold, Dirk; Lang-Welzenbach, Marga; Raab, Hans-Rudolf; Sülberg, Heiko; Wittekind, Christian; Potapov, Sergej; Staib, Ludger; Hess, Clemens; Weigang-Köhler, Karin; Grabenbauer, Gerhard G.; Hoffmanns, Hans; Lindemann, Fritz; Schlenska-Lange, A.; Folprecht, Gunnar; Sauer, Rolf (2012): Preoperative chemoradiotherapy and postoperative chemotherapy with fluorouracil and oxaliplatin versus fluorouracil alone in locally advanced rectal cancer: Initial results of the German CAO/ARO/AIO-04 randomised phase 3 trial. In: The Lancet Oncology, Vol. 13, Nr. 7: S. 679-687

Schmid, Matthias; Hothorn, Torsten; Krause, Friedemann; Rabe, Christina (2012): A PAUC-based estimation technique for disease classification and biomarker selection. In: Statistical Applications in Genetics and Molecular Biology, Vol. 11, Nr. 5

Fenske, Nora; Kneib, Thomas; Hothorn, Torsten (2011): Identifying Risk Factors for Severe Childhood Malnutrition by Boosting Additive Quantile Regression. In: Journal of the American Statistical Association, Vol. 106, Nr. 494: S. 494-510

Leisch, Friedrich; Eugster, Manuel J.A.; Hothorn, Torsten (2011): Executable Papers for the R Community: The Rsquared Platform for Reproducible Research. In: Procedia Computer Science, Vol. 4: S. 618-626

Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas; Schmid, Matthias (2011): A framework for unbiased model selection based on boosting. In: Journal of Computational and Graphical Statistics, Vol. 20, Nr. 4: S. 956-971

Hothorn, Torsten; Leisch, Friedrich (2011): Case studies in reproducibility. In: Briefings in Bioinformatics, Vol. 12, Nr. 3: S. 288-300

Hothorn, Torsten; Müller, Jörg; Schröder, Boris; Kneib, Thomas; Brandl, Roland (2011): Decomposing environmental, spatial, and spatiotemporal components of species distributions. In: Ecological Monographs, Vol. 81, Nr. 2: S. 329-347

Schmid, Matthias; Hothorn, Torsten; Maloney, Kelly O.; Weller, D.; Potapov, Sergej (2011): Geoadditive regression modeling of stream biological condition. In: Environmental and Ecological Statistics, Vol. 18, Nr. 4: S. 709-733

Herberich, Esther; Sikorski, Johannes; Hothorn, Torsten (29. März 2010): A robust procedure for comparing multiple means under heteroscedasticity in unbalanced designs.
In: PloS one 5(3), e9788 [PDF, 575kB]

Boulesteix, Anne-Laure; Hothorn, Torsten: Testing the additional predictive value of high-dimensional molecular data. In: BMC Bioinformatics 2010, 11:78 [PDF, 427kB]

Bässler, Claus; Müller, Jörg; Hothorn, Torsten; Kneib, Thomas; Badeck, Frank; Dziock, Frank (2010): Estimation of the extinction risk for high-montane species as a consequence of global warming and assessment of their suitability as cross-taxon indicators. In: Ecological Indicators, Vol. 10, Nr. 2: S. 341-352

Bühlmann, Peter; Hothorn, Torsten (2010): Twin boosting. In: Statistics and Computing, Vol. 20, Nr. 2: S. 119-138

Herberich, Esther; Hothorn, Torsten; Nettle, Daniel; Pollet, Thomas V. (2010): A re-evaluation of the statistical model in Pollet and Nettle 2009. In: Evolution and Human Behavior, Vol. 31, Nr. 2: S. 150-151

Herberich, Esther; Sikorski, Johannes; Hothorn, Torsten (2010): A robust procedure for comparing multiple means under heteroscedasticity in unbalanced designs.
In: PLOS ONE 5(3), e9788

Hothorn, Torsten; Bühlmann, Peter; Kneib, Thomas; Schmid, Matthias; Hofner, Benjamin (2010): Model-based boosting 2.0. In: Journal of Machine Learning Research, Vol. 11: S. 1851-1855

Hothorn, Torsten; Müller, Jörg (2010): Large-scale reduction of ungulate browsing by managed sport hunting. In: Forest Ecology and Management, Vol. 260, Nr. 9: S. 1416-1423

Schmid, Matthias; Potapov, Sergej; Pfahlberg, Annette; Hothorn, Torsten (2010): Estimation and regularization techniques for regression models with multidimensional prediction functions. In: Statistics and Computing, Vol. 20, Nr. 2: S. 139-150

Hothorn, Ludwig A.; Hothorn, Torsten (2009): Order-restricted scores test for the evaluation of population-based case-control studies when the genetic model is unknown. In: Biometrical Journal, Vol. 51, Nr. 4: S. 659-669

Hothorn, Ludwig A.; Vaeth, Michael; Hothorn, Torsten: Trend tests for the evaluation of exposure-response relationships in epidemiological exposure studies. In: Epidemiologic Perspectives & Innovations 2009, 6: S. 1-10

Kneib, Thomas; Hothorn, Torsten; Tutz, Gerhard (2009): Variable Selection and Model Choice in Geoadditive Regression Models. In: Biometrics, Vol. 65, Nr. 2: S. 626-634

Maloney, Kelly O.; Weller, Donald E.; Russell, Marc J.; Hothorn, Torsten (2009): Classifying the biological condition of small streams: An example using benthic macroinvertebrates. In: Journal of the North American Benthological Society, Vol. 28, Nr. 4: S. 869-884

Mi, Xuefei; Miwa, Tetsuhisa; Hothorn, Torsten (2009): mvtnorm: New numerical algorithm for multivariate normal probabilities. In: The R Journal, Vol. 1, Nr. 1: S. 37-39

Moning, Christoph; Werth, Silke; Dziock, Frank; Bässler, Claus; Bradtka, Johannes; Hothorn, Torsten; Müller, Jörg (2009): Lichen diversity in temperate montane forests is influenced by forest structure more than climate. In: Forest Ecology and Management, Vol. 258, Nr. 5: S. 745-751

Sporn, Judith C.; Kustatscher, Georg; Hothorn, Torsten; Collado, Manuel; Serrano, Manuel; Muley, Thomas; Schnabel, Philipp; Ladurner, Andreas G. (2009): Histone macroH2A isoforms predict the risk of lung cancer recurrence. In: Oncogene, Vol. 28: S. 3423-3428

Strobl, Carolin; Hothorn, Torsten; Zeileis, Achim (2009): Party on! A new, conditional variable importance measure available in the party package. In: The R Journal, Vol. 1, Nr. 2: S. 14-17

Schmid, Matthias; Hothorn, Torsten: Flexible boosting of accelerated failure time models. In: BMC Bioinformatics 2008, 9:269 [PDF, 385kB]

Strobl, Carolin; Boulesteix, Anne-Laure; Zeileis, Achim; Hothorn, Torsten: Bias in random forest variable importance measures: Illustrations, sources and a solution. In: BMC Bioinformatics 2007, 8:25 [PDF, 368kB]

Paper

Hapfelmeier, Alexander; Hothorn, Torsten; Ulm, Kurt (15. Februar 2012): Random Forest variable importance with missing data. Department of Statistics: Technical Reports, Nr. 121 [PDF, 567kB]

Robinzonov, Nikolay; Tutz, Gerhard; Hothorn, Torsten (2010): Boosting Techniques for Nonlinear Time Series Models. Department of Statistics: Technical Reports, Nr. 75 [PDF, 2MB]

Rieger, Anna; Hothorn, Torsten; Strobl, Carolin (2010): Random Forests with Missing Values in the Covariates. Department of Statistics: Technical Reports, Nr. 79 [PDF, 394kB]

Schmid, Matthias; Hothorn, Torsten; Maloney, K. O.; Weller, D. E.; Potapov, Sergej (2010): Geoadditive Regression Modeling of Stream Biological Condition. Department of Statistics: Technical Reports, Nr. 86 [PDF, 6MB]

Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas; Schmid, Matthias (10. Dezember 2009): A Framework for Unbiased Model Selection Based on Boosting. Department of Statistics: Technical Reports, Nr. 72 [PDF, 914kB]

Boulesteix, Anne-Laure; Hothorn, Torsten (1. September 2009): Testing the additional predictive value of high-dimensional molecular data. Department of Statistics: Technical Reports, Nr. 64 [PDF, 439kB]

Fenske, Nora; Kneib, Thomas; Hothorn, Torsten (2. April 2009): Identifying Risk Factors for Severe Childhood Malnutrition by Boosting Additive Quantile Regression. Department of Statistics: Technical Reports, Nr. 52 [PDF, 946kB]

Strobl, Carolin; Hothorn, Torsten; Zeileis, Achim (11. Februar 2009): Party on! A New, Conditional Variable Importance Measure for Random Forests Available in the party Package. Department of Statistics: Technical Reports, Nr. 50 [PDF, 274kB]

Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas (27. November 2008): Variable Selection and Model Choice in Structured Survival Models. Department of Statistics: Technical Reports, Nr. 43 [PDF, 1MB]

Schmid, Matthias; Potapov, Sergej; Pfahlberg, Annette; Hothorn, Torsten (24. November 2008): Estimation and Regularization Techniques for Regression Models with Multidimensional Prediction Functions. Department of Statistics: Technical Reports, Nr. 42 [PDF, 756kB]

Eugster, Manuel J. A.; Hothorn, Torsten; Leisch, Friedrich (30. Mai 2008): Exploratory and Inferential Analysis of Benchmark Experiments. Department of Statistics: Technical Reports, Nr. 30 [PDF, 1MB]

Schmid, Matthias; Hothorn, Torsten (2008): Flexible Boosting of Accelerated Failure Time Models. Department of Statistics: Technical Reports, Nr. 18 [PDF, 378kB]

Hothorn, Torsten; Bretz, Frank; Westfall, Peter (2008): Simultaneous Inference in General Parametric Models. Department of Statistics: Technical Reports, Nr. 19 [PDF, 416kB]

Schmid, Matthias; Hothorn, Torsten (2007): Boosting Additive Models using Component-wise P-Splines. Department of Statistics: Technical Reports, Nr. 2 [PDF, 483kB]

Kneib, Thomas; Hothorn, Torsten; Tutz, Gerhard (2007): Variable Selection and Model Choice in Geoadditive Regression Models. Department of Statistics: Technical Reports, Nr. 3 [PDF, 1MB]

Strobl, Carolin; Boulesteix, Anne-Laure; Zeileis, Achim; Hothorn, Torsten (2006): Bias in Random Forest Variable Importance Measures: Illustrations, Sources and a Solution. Sonderforschungsbereich 386, Discussion Paper 490 [PDF, 574kB]

Kneib, Thomas; Müller, Jörg; Hothorn, Torsten (2006): Spatial Smoothing Techniques for the Assessment of Habitat Suitability. Sonderforschungsbereich 386, Discussion Paper 492 [PDF, 800kB]

Buchbeitrag

Robinzonov, Nikolay; Hothorn, Torsten (2010): Boosting for estimating spatially structured additive models. In: Kneib, Thomas (Hrsg.): Statistical Modelling and Regression Structures - Festschrift in Honour of Ludwig Fahrmeir. Heidelberg: Physica-Verlag. S. 181-196

Diese Liste wurde am Mon Jan 16 04:58:52 2017 CET erstellt.