Mathematics, Computer Science and Statistics > Statistics > Chairs/Working Groups > Biostatistics

2021

Hoyer, Annika; Zapf, Antonia (23. August 2021): Studien zur Evaluation diagnostischer Verfahren. In: Deutsches Ärzteblatt, Vol. 118, No. 33-34: pp. 550-560

2018

Happ, Clara; Greven, Sonja; Schmid, Volker J. ORCID: 0000-0003-2195-8130 (2018): The impact of model assumptions in scalar‐on‐image regression. In: Statistics in Medicine, Vol. 37, No. 28: pp. 4298-4317

2017

Brockhaus, Sarah; Melcher, Michael; Leisch, Friedrich; Greven, Sonja (2017): Boosting Flexible Functional Regression Models with a High Number of Functional Historical Effects. In: Statistics and Computing, Vol. 27, No. 4: pp. 913-926

2016

Greven, Sonja; Scheipl, Fabian (2016): Comment. "Smoothing parameter and model selection for general smooth models". In: Journal of the American Statistical Association, Vol. 111, No. 516: pp. 1568-1573

2015

Brockhaus, Sarah; Scheipl, Fabian; Hothorn, Torsten; Greven, Sonja (2015): The Functional Linear Array Model. In: Statistical Modelling, Vol. 15, No. 3: pp. 279-300 [PDF, 3MB]

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, No. 2: pp. 187-197

Möst, Lisa; Hothorn, Torsten (2015): Conditional Transformation Models for Survivor Function Estimation. In: International Journal of Biostatistics, Vol. 11, No. 1: pp. 23-50 [PDF, 997kB]

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: pp. 46-56

Shou, Haochang; Zipunnikov, Vadim; Crainiceanu, Ciprian M.; Greven, Sonja (2015): Structured Functional Principal Component Analysis. In: Biometrics, Vol. 71: pp. 247-257

2014

Gillhuber, Julia; Rügamer, David; Pfister, Kurt; Scheuerle, Miriam C. (2014): Giardiosis and other enteropathogenic infections: a study on diarrhoeic calves in Southern Germany. In: BMC Research Notes, Vol. 7: pp. 112-121

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, No. 2: pp. 289-302 [PDF, 952kB]

2013

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 [PDF, 493kB]

Farrington, Paddy C.; Unkel, Steffen; Anaya-Izquierdo, Karim (2013): Estimation of basic reproduction numbers: individual heterogeneity and robustness to perturbation of the contact function. In: Biostatistics, Vol. 14: pp. 528-540

Farrington, Paddy C.; Whitaker, Heather J.; Unkel, Steffen; Pebody, Richard (2013): Correlated infections: quantifying individual heterogeneity in the spread of infectious diseases. In: American Journal of Epidemiology, Vol. 177: pp. 474-486

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 [PDF, 1MB]

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, No. 1: pp. 110-121

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: pp. 1-21

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, No. 2: pp. 241-253

Trendafilov, Nickolay T.; Unkel, Steffen; Krzanowski, Wojtek J. (2013): Exploratory factor and principal component analyses: some new aspects. In: Statistics and Computing, Vol. 23: pp. 209-220

Unkel, Steffen; Trendafilov, Nickolay T. (2013): Zig-zag exploratory factor analysis with more variables than observations. In: Computational Statistics, Vol. 28: pp. 107-125

2012

Gertheiss, Jan; Tutz, Gerhard (2012): Regularization and Model Selection with Categorial Effect Modifiers. In: Statistica Sinica, Vol. 22: pp. 957-982

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, No. 6: pp. 1552-1565

Herberich, Esther; Hothorn, Torsten (2012): Dunnett-type inference in the frailty Cox model with covariates. In: Statistics in Medicine, Vol. 31, No. 1: pp. 45-55

Hofner, Benjamin; Mayr, Andreas; Robinzonov, Nikolay; Schmid, Matthias (2012): Model-based boosting in R: a hands-on tutorial using the R package mboost. In: Computational Statistics: pp. 1-33

Hothorn, Torsten; Brandl, Roland; Müller, Jörg (2012): Large-scale model-based assessment of deer-vehicle collision risk.
In: PLOS ONE 7(2), e29510 [PDF, 728kB]

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, No. 3: pp. 673-684

Oelker, Magret-Ruth; Gertheiss, Jan; Tutz, Gerhard (2012): Categorial effect modifiers in generalized linear models. 20th International Conference on COMPUTATIONAL STATISTICS (COMPSTAT 2012), 27.-31. August 2012, Limassol.

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, No. 7: pp. 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, No. 5

2011

Eugster, Manuel J.A.; Gertheiss, Jan; Kaiser, Sebastian (2011): Having the Second Leg At Home - Advantage in the UEFA Champions League Knockout Phase? In: Journal of Quantitative Analysis in Sports, Vol. 7, No. 1

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, No. 494: pp. 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: pp. 618-626

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, No. 4: pp. 709-733

2010

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

Bühlmann, Peter; Hothorn, Torsten (2010): Twin boosting. In: Statistics and Computing, Vol. 20, No. 2: pp. 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, No. 2: pp. 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 [PDF, 589kB]

Hothorn, Torsten; Müller, Jörg (2010): Large-scale reduction of ungulate browsing by managed sport hunting. In: Forest Ecology and Management, Vol. 260, No. 9: pp. 1416-1423

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

Robinzonov, Nikolay; Wohlrabe, Klaus (2010): Freedom of choice in macroeconomic forecasting. In: CESifo Economic Studies, Vol. 56, No. 2: pp. 192-220

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, No. 2: pp. 139-150

2009

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

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, No. 4: pp. 659-669

Hothorn, Ludwig A.; Vaeth, Michael; Hothorn, Torsten (2009): Trend tests for the evaluation of exposure-response relationships in epidemiological exposure studies. In: Epidemiologic Perspectives & Innovations 6: pp. 1-10 [PDF, 249kB]

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, No. 4: pp. 869-884

Mi, Xuefei; Miwa, Tetsuhisa; Hothorn, Torsten (2009): mvtnorm: New numerical algorithm for multivariate normal probabilities. In: The R Journal, Vol. 1, No. 1: pp. 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, No. 5: pp. 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: pp. 3423-3428

2007

Schmid, Volker J. ORCID: 0000-0003-2195-8130; Held, Leonhard (2007): Bayesian Age-Period-Cohort Modeling and Prediction - BAMP. In: Journal of Statistical Software, Vol. 21, No. 8: pp. 1-15 [PDF, 572kB]