Author Hothorn, Torsten

• 2008 | Preprint
  ​ ​Boosting Geoadditive Regression Models​
  Kneib, T. ; Hothorn, T.& Trutz, G.​ (2008)
  ​Details 

• 2008 | Preprint
  ​ ​mboost - Componentwise Boosting for Generalised Regression Models​
  Kneib, T.  & Hothorn, T.​ (2008)
  ​Details 

• 2008 | Journal Article
  ​ ​Variable Selection and Model Choice in Geoadditive Regression Models​
  Kneib, T. ; Hothorn, T. & Tutz, G.​ (2008) 
  Biometrics, 65(2) pp. 626​-634​.​ DOI: https://doi.org/10.1111/j.1541-0420.2008.01112.x 
  ​Details  DOI 

• 2008 | Journal Article
  ​ ​Spatial smoothing techniques for the assessment of habitat suitability​
  Kneib, T. ; Müller, J. & Hothorn, T.​ (2008) 
  Environmental and Ecological Statistics, 15(3) pp. 343​-364​.​ DOI: https://doi.org/10.1007/s10651-008-0092-x 
  ​Details  DOI 

• 2008 | Preprint
  ​ ​CoxFlexBoost: Fitting Structured Survival Models​
  Hofner, B.; Hothorn, T.& Kneib, T. ​ (2008)
  ​Details 

• 2009 | Journal Article
  ​ ​Estimation of the extinction risk for high-montane species as a consequence of global warming and assessment of their suitability as cross-taxon indicators​
  Bässler, C.; Müller, J.; Hothorn, T.; Kneib, T. ; Badeck, F. & Dziock, F.​ (2009) 
  Ecological Indicators, 10(2) pp. 341​-352​.​ DOI: https://doi.org/10.1016/j.ecolind.2009.06.014 
  ​Details  DOI 

• 2010 | Journal Article
  ​ ​Decomposing environmental, spatial, and spatiotemporal components of species distributions​
  Hothorn, T.; Müller, J.; Schröder, B.; Kneib, T.   & Brandl, R.​ (2010) 
  Ecological Monographs, 81(2) pp. 329​-347​.​ DOI: https://doi.org/10.1890/10-0602.1 
  ​Details  DOI 

• 2010 | Journal Article | 
  ​ ​Model-based Boosting 2.0​
  Hothorn, T.; Bühlmann, P.; Kneib, T. ; Schmid, M. & Hofner, B.​ (2010) 
  Journal of Machine Learning Reseach - Machine Learning Open Source Software, 11 pp. 2109​-2113​.​
  ​Details 

• 2011 | Journal Article
  ​ ​Identifying Risk Factors for Severe Childhood Malnutrition by Boosting Additive Quantile Regression​
  Fenske, N.; Kneib, T.   & Hothorn, T.​ (2011) 
  Journal of the American Statistical Association, 106(494) pp. 494​-510​.​ DOI: https://doi.org/10.1198/jasa.2011.ap09272 
  ​Details  DOI 

• 2011 | Journal Article
  ​ ​A Framework for Unbiased Model Selection Based on Boosting​
  Hofner, B.; Hothorn, T.; Kneib, T.   & Schmid, M.​ (2011) 
  Journal of Computational and Graphical Statistics, 20(4) pp. 956​-971​.​ DOI: https://doi.org/10.1198/jcgs.2011.09220 
  ​Details  DOI 

• 2012 | Journal Article
  ​ ​Variable selection and model choice in structured survival models​
  Hofner, B.; Hothorn, T. & Kneib, T. ​ (2012) 
  Computational Statistics, 28(3) pp. 1079​-1101​.​ DOI: https://doi.org/10.1007/s00180-012-0337-x 
  ​Details  DOI 

• 2013 | Journal Article
  ​ ​Conditional transformation models​
  Hothorn, T.; Kneib, T.   & Bühlmann, P.​ (2013) 
  Journal of the Royal Statistical Society: Series B (Statistical Methodology), 76(1) pp. 3​-27​.​ DOI: https://doi.org/10.1111/rssb.12017 
  ​Details  DOI 

• 2013 | Journal Article
  ​ ​Forest inventories are a valuable data source for habitat modelling of forest species: an alternative to remote-sensing data​
  Teuscher, M.; Brandl, R.; Foerster, B.; Hothorn, T.; Roesner, S. & Mueller, J.​ (2013) 
  Forestry An International Journal of Forest Research, 86(2) pp. 241​-253​.​ DOI: https://doi.org/10.1093/forestry/cps081 
  ​Details  DOI  WoS 

• 2014 | Journal Article
  ​ ​A unified framework of constrained regression​
  Hofner, B.; Kneib, T.   & Hothorn, T.​ (2014) 
  Statistics and Computing, 26(1-2) pp. 1​-14​.​ DOI: https://doi.org/10.1007/s11222-014-9520-y 
  ​Details  DOI 

• 2014 | Conference Abstract
  ​ ​Preoperative chemoradiotherapy and postoperative chemotherapy with 5-fluorouracil and oxaliplatin versus 5-fluorouracil alone in locally advanced rectal cancer: Results of the German CAO/ARO/AIO-04 randomized phase III trial.​
  Rodel, C.; Liersch, T.; Fietkau, R.; Hohenberger, W.; Graeven, U.; Hothorn, T. & Arnold, D. et al.​ (2014)
  Journal of Clinical Oncology, 32(15) ​50th Annual Meeting of the American-Society-of-Clinical-Oncology​, Chicago, IL.
  Alexandria​: Amer Soc Clinical Oncology.
  ​Details  WoS 

• 2017 | Journal Article
  ​ ​Tumor Regression Grading After Preoperative Chemoradiotherapy as a Prognostic Factor and Individual-Level Surrogate for Disease-Free Survival in Rectal Cancer​
  Fokas, E.; Ströbel, P. ; Fietkau, R.; Ghadimi, M. ; Liersch, T. ; Grabenbauer, G. G & Hartmann, A. et al.​ (2017) 
  Journal of the National Cancer Institute, 109(12).​ DOI: https://doi.org/10.1093/jnci/djx095 
  ​Details  DOI 

• 2018 | Journal Article
  ​ ​Wildlife warning reflectors do not mitigate wildlife–vehicle collisions on roads​
  Benten, A.; Hothorn, T.; Vor, T.   & Ammer, C. ​ (2018) 
  Accident analysis & prevention, 120 pp. 64​-73​.​ DOI: https://doi.org/10.1016/j.aap.2018.08.003 
  ​Details  DOI 

• 2019 | Journal Article
  ​ ​Deadwood retention in forests lowers short-term browsing pressure on silver fir saplings by overabundant deer​
  Hagge, J.; Müller, J.; Bässler, C.; Biebl, S. S.; Brandl, R.; Drexler, M. & Gruppe, A. et al.​ (2019) 
  Forest Ecology and Management, 451 art. 117531​.​ DOI: https://doi.org/10.1016/j.foreco.2019.117531 
  ​Details  DOI 

• 2019 | Journal Article | 
  ​ ​Radar vision in the mapping of forest biodiversity from space​
  Bae, S. ; Levick, S. R.; Heidrich, L.; Magdon, P. ; Leutner, B. F.; Wöllauer, S. & Serebryanyk, A. et al.​ (2019) 
  Nature Communications, 10(1).​ DOI: https://doi.org/10.1038/s41467-019-12737-x 
  ​Details  DOI 

• 2020 | Journal Article
  ​ ​Multivariate conditional transformation models​
  Klein, N. ; Hothorn, T.; Barbanti, L. & Kneib, T. ​ (2020) 
  Scandinavian Journal of Statistics,.​ DOI: https://doi.org/10.1111/sjos.12501 
  ​Details  DOI 

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