@article{Dandl_Bender_Hothorn_2024,
title = {Heterogeneous Treatment Effect Estimation for
Observational Data Using Model-based Forests},
author = {Susanne Dandl and Andreas Bender and Torsten Hothorn},
year = 2024,
journal = {Statistical Methods in Medical Research},
doi = {10.1177/09622802231224628},
volume = 33,
number = 3,
pages = {392--413}
}
@article{Chao_Chiu_2023,
title = {{Hill-Chao} Numbers Allow Decomposing Gamma-multifunctionality Into
Alpha and Beta Components},
author = {Chao, Anne and Chiu, Chun-Huo and Hu, Kai-Hsiang and van der Plas, Fons and Cadotte, Marc
and Mitesser, Oliver and Thorn, Simon and Mori, Akira and Scherer-Lorenzen, Michael and
Eisenhauer, Nico and B{\"a}ssler, Claus and Delory, Benjamin and
Feldhaar, Heike and Fichtner, Andreas and Hothorn, Torsten and Peters, Marcell and
Pierick, Kerstin and von Oheimb, Goddert and M{\"u}ller, J{\"o}rg},
year = 2023,
journal = {Ecology Letters},
doi = {10.1111/ele.14336},
volume = 27,
number = 1,
pages = {e14336}
}
@article{Mueller_Hothorn_Yuan_2023,
title = {Weather Explains the Decline and Rise of
Insect Biomass over 34 Years},
author = {J{\"o}rg M{\"u}ller and Torsten Hothorn and Ye Yuan and
Sebastian Seibold and Oliver Mitesser and Julia Rothacher and
Julia Freund and Clara Wild and Marina Wolz and Annette Menzel},
journal = {Nature},
year = 2023,
note = {Published online 2023-09-27},
doi = {10.1038/s41586-023-06402-z}
}
@article{Dandl_Haslinger_Hothorn_2023,
author = {Susanne Dandl and Christian Haslinger and Torsten Hothorn and
Heidi Seibold and Erik Sverdrup and Stefan Wager and Achim Zeileis},
title = {What Makes Forest-Based Heterogeneous Treatment Effect Estimators Work?},
journal = {The Annals of Applied Statistics},
year = 2024,
volume = 18,
number = 1,
pages = {506--528},
doi = {10.1214/23-AOAS1799}
}
@article{Estill_2023,
title = {Treatment Effect of {Remdesivir} on the Mortality of Hospitalised
{COVID-19} Patients in {Switzerland} Across Different Patient Groups: {A} Tree-based
Model Analysis},
author = {Janne Estill and Plamenna Venkova-Marchevska and Huldrych
G\"unthard and Sara Botero-Mesa and Amaury Thiabaud and Maroussia Roelens
and Laure Vancauwenberghe and Lauro Damonti and Ulrich Heiniger and Anne
Iten and Peter W. Schreiber and Rami Sommerstein and Sarah Tschudin-Sutter
and Nicolas Troillet and Danielle Vuichard-Gysin and Andreas Widmer and
Torsten Hothorn and Olivia Keiser},
journal = {Swiss Medical Weekly},
year = 2023,
doi = {10.57187/smw.2023.40095},
volume = {153},
pages = {40095}
}
@article{Sewak_Hothorn_2023,
author = {Ainesh Sewak and Torsten Hothorn},
title = {Estimating Transformations for Evaluating
Diagnostic Tests with Covariate Adjustment},
year = 2023,
journal = {Statistical Methods in Medical Research},
doi = {10.1177/09622802231176030},
volume = 32,
number = 7,
pages = {1403--1419}
}
@article{Siegfried_Kook_Hothorn_2023,
author = {Sandra Siegfried and Lucas Kook and Torsten Hothorn},
title = {Distribution-Free Location-Scale Regression},
journal = {The American Statistician},
year = 2023,
volume = 77,
number = 4,
pages = {345--356},
doi = {10.1080/00031305.2023.2203177}
}
@article{Mueller_2023,
author = {J{\"o}rg M{\"u}ller and Oliver Mitesser and Marc W. Cadotte and Fons van der Plas and Akira S. Mori and Christian
Ammer and Anne Chao and Michael Scherer-Lorenzen and Petr Baldrian and Claus B{\"a}ssler and Peter Biedermann and
Simone Cesarz and Alice Cla{\ss}en and Benjamin M. Delory and Heike Feldhaar and Andreas
Fichtner and Torsten Hothorn and Claudia Kuenzer and Marcell K. Peters and Kerstin Pierick and Thomas
Schmitt and Bernhard Schuldt and Dominik Seidel and Diana Six and Ingolf Steffan-Dewenter and Simon
Thorn and Goddert von Oheimb and Martin Wegmann and Wolfgang W. Weisser and Nico
Eisenhauer},
title = {Enhancing the Structural Diversity between Forest Patches--{A} Concept and
Real-world Experiment to Study Biodiversity, Multifunctionality and Forest
Resilience Across Spatial Scales},
journal = {Global Change Biology},
doi = {10.1111/gcb.16564},
year = 2023
}
@article{Brun_Hothorn_Eigenmann_2023,
author = {Romana Brun and Torsten Hothorn and Eva Eigenmann and
Marie Louise Frevert and Roland Zimmermann and
Wolfgang Korte and Christian Haslinger},
title = {The Impact of Prepartum Platelet Count on Postpartum
Blood Loss and its Association with Coagulation Factor {XIII}
Activity},
journal = {Transfusion Medicine and Hemotherapy},
year = 2023,
doi = {10.1159/000529020},
volume = 50,
number = 1,
pages = {2--9}
}
@article{Ruegamer_Baumann_Kneib_2023,
author = {David R\"ugamer and Philipp F. M. Baumann and Thomas Kneib
and Torsten Hothorn},
title = {Probabilistic Time Series Forecasts with Autoregressive Transformation Models},
year = 2023,
journal = {Statistics and Computing},
doi = {10.1007/s11222-023-10212-8},
volume = 33,
pages = {37}
}
@article{Barbanti_Hothorn_2023,
author = {Luisa Barbanti and Torsten Hothorn},
title = {A Transformation Perspective on Marginal and Conditional Models},
year = 2024,
page = {kxac048},
journal = {Biostatistics},
volume = 25,
number = 2,
pages = {402--428},
doi = {10.1093/biostatistics/kxac048}
}
@article{Kupferschmid_Josi_Hothorn_2022,
author = {Andrea D. Kupferschmid and Johannes Josi and Torsten Hothorn},
title = {{Hitzeresistente B\"aume leiden am \"argsten unter Wildverbiss}},
journal = {Wald und Holz},
volume = 9,
year = 2022,
pages = {22--24}
}
@article{Siegfried_Senn_Hothorn_2022,
author = {Sandra Siegfried and Stephen Senn and Torsten Hothorn},
title = {On the Relevance of Prognostic Information for Clinical Trials:
A Theoretical Quantification},
journal = {Biometrical Journal},
doi = {10.1002/bimj.202100349},
year = 2023,
volume = 65,
number = 1,
pages = {2100349}
}
@article{Uhler_Haase_Hofmann_2022,
author = {Johannes Uhler and Peter Haase and Lara Hoffmann and Torsten Hothorn and J\"urgen Schmidl
and Stefan Stoll and Ellen A. R. Welti and J\"orn Buse and J\"org M\"uller},
title = {A Comparison of Different {Malaise} Trap Types},
journal = {Insect Conservation and Diversity},
doi = {10.1111/icad.12604},
volume = 15,
number = 6,
pages = {666--672},
year = 2022
}
@article{Englmeier2021,
title = {Diverse Effects of Climate, Land Use, and Insects on Dung and Carrion Decomposition},
author = {Jana Englmeier and Oliver Mitesser and {M. Eric} Benbow and Torsten Hothorn and
Christian {von Hoermann} and Caryl Benjamin and Ute Fricke and Cristina Ganuza and Maria Haensel
and Sarah Redlich and Rebekka Riebl and Sandra Rojas Botero and Thomas Rummler and
Ingolf Steffan-Dewenter and Elisa Stengel and Cynthia Tobisch and Johannes Uhler and Lars Uphus and
Jie Zhang and J{\"o}rg M{\"u}ller},
year = {2023},
journal = {Ecosystems},
volume = 26,
pages = {397--411},
doi = {10.1007/s10021-022-00764-7}
}
@article{Tamasi_Crowther_Puhan_2022,
author = {B{\'a}lint Tam{\'a}si and Michael Crowther and Milo Alan Puhan and
Ewout Steyerberg and Torsten Hothorn},
title = {Individual Participant Data Meta-analysis with
Mixed-effects Transformation Models},
journal = {Biostatistics},
volume = 23,
number = 4,
pages = {1083--1098},
year = 2022,
doi = {10.1093/biostatistics/kxab045}
}
@article{Siegfried_Bopp_Guenthard_2021,
author = {Sandra Siegfried and Matthias Bopp and Huldrych F. G\"unthard
and Olivia Keiser and Caroline E. Weibull and Michael J. Crowther
and Torsten Hothorn},
title = {Assessing Relative {COVID-19} Mortality During the
Second Wave: A Prospective Swiss Population-based Study},
year = 2021,
journal = {BMJ Open},
volume = {11},
number = {10},
pages = {e051164},
doi = {10.1136/bmjopen-2021-051164}
}
@conference{Baumann_Hothorn_Ruegamer_2021,
author = {Philipp F. M. Baumann and Torsten Hothorn and David R\"ugamer},
title = {Deep Conditional Transformation Models},
editor = {Oliver, Nuria and P{\'e}rez-Cruz, Fernando and Kramer, Stefan
and Read, Jesse and Lozano, Jose A.},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track},
year = 2021,
organization = {ECML PKDD 2021},
publisher = {Springer International Publishing},
address = {Cham, Switzerland},
doi = {10.1007/978-3-030-86523-8_1},
volume = 12977,
pages = {3--18},
series = {Lecture Notes in Computer Science},
isbn = {978-3-030-86523-8}
}
@article{Tamasi_Hothorn_2021,
author = {B{\'a}lint Tam{\'a}si and Torsten Hothorn},
title = {{tramME}: Mixed-Effects Transformation Models Using
Template Model Builder},
year = 2021,
volume = 13,
number = 2,
pages = {398--418},
journal = {The R Journal},
doi = {10.32614/RJ-2021-075}
}
@article{Seibold_Rammer_Hothorn_2021,
author = {Sebastian Seibold and Werner Rammer and Torsten Hothorn and Rupert Seidl and
Michael D. Ulyshen and Janina Lorz and Yagya P. Adhikari and Roxana Arag{\'o}n
and Soyeon Bae and Petr Baldrian and Hassan Barimani Varandi and Jos Barlow
and Claus B{\"a}ssler and Jacques Beauch{\^e}ne and Erika Berenguer and Rodrigo S.
Bergamin and Tone Birkemoe and Gergely Boros and Roland Brandl and Herv{\'e}
Brustel and Philip J. Burton and Marc W. Cadotte and Yvonne T. Cakpo-Tossou
and Jorge Castro and Eug{\'e}nie Cateau and Tyler P. Cobb and Nina
Farwig and Romina D. Fern{\'a}ndez and Jennifer Firn and Kee Seng Gan and
Grizelle Gonz{\'a}lez and Martin M. Gossner and Jan C. Habel and Christian
H{\'e}bert and Christoph Heibl and Andreas Hemp and Claudia Hemp and Joakim
Hj{\"a}lt{\'e}n and Stefan Hotes and Jari Kouki and Thibault Lachat and David B.
Lindenmayer and Jie Liu and Yu Liu and Ya-Huang Luo and Damasa M. Macandog
and Pablo E. Martina and Sharif A. Mukul and Baatarbileg Nachin and Kurtis
Nisbet and John O'Halloran and Anne Oxbrough and Jeev Nath Pandey and
Tom{\'a}\v{s} Pavl{\'i}\v{c}ek and Stephen M. Pawson and Jacques S. Rakotondranary and
Jean-Baptiste Ramanamanjato and Liana Rossi and J{\"u}rgen Schmidl and Mark
Schulze and Stephen Seaton and Marisa J. Stone and Nigel E. Stork and
Byambagerel Suran and Anne Sverdrup-Thygeson and Simon Thorn and Ganesh
Thyagarajan and Timothy J. Wardlaw and Wolfgang W. Weisser and Sungsoo
Yoon and Naili Zhang and J{\"o}rg M{\"u}ller},
title = {Deadwood Decomposition Mediated by Insects Influences Global Carbon Fluxes},
journal = {Nature},
year = 2021,
volume = 597,
number = 7874,
pages = {77--81},
doi = {10.1038/s41586-021-03740-8}
}
@article{Kook_Herzog_Hothorn_2021,
author = {Lucas Kook and Lisa Herzog and Torsten Hothorn and
Oliver D{\"u}rr and Beate Sick},
title = {Deep and Interpretable Regression Models for Ordinal
Outcomes},
journal = {Pattern Recognition},
volume = {122},
pages = {108263},
year = {2022},
doi = {10.1016/j.patcog.2021.108263}
}
@article{Uhler_Redlich_Zhang_2021,
title = {Relationship of Insect Biomass and Richness with Land Use Along a Climate Gradient},
author = {Johannes Uhler and Sarah Redlich and Jie Zhang and Torsten Hothorn
and Cynthia Tobisch and J{\"o}rg Ewald and Simon Thorn and Sebastian Seibold
and Oliver Mitesser and J{\'e}r{\^o}me Morini{\`e}re and Vedran Bozicevic
and Caryl S. Benjamin and Jana Englmeier and Ute Fricke and Cristina Ganuza
and Maria H{\"a}nsel and Rebekka Riebl and Sandra Rojas Botero and Thomas Rummler
and Lars Uphus and Stefan Schmidt and Ingolf Steffan-Dewenter and J{\"o}rg M{\"u}ller},
year = {2021},
volume = {12},
pages = {5946},
journal = {Nature Communications},
doi = {10.1038/s41467-021-26181-3}
}
@article{Kook_Hothorn_2021,
title = {Regularized Transformation Models: The tramnet Package},
author = {Lucas Kook and Torsten Hothorn},
journal = {The R Journal},
year = 2021,
volume = 13,
number = 1,
pages = {581--594},
doi = {10.32614/RJ-2021-054}
}
@article{Buri_2021,
author = {Muriel Buri and Lorenzo G. Tanadini and
Torsten Hothorn and Armin Curt},
title = {Unbiased Recursive Partitioning Enables Robust
and Reliable Outcome Prediction in Acute {SCI}},
journal = {Journal of Neurotrauma},
volume = {39},
number = {3-4},
pages = {266--276},
year = 2022,
doi = {10.1089/neu.2020.7407}
}
@article{Hothorn_Bopp_Guenthard_2021,
author = {Torsten Hothorn and Matthias Bopp and Huldrych F. G\"unthard and
Olivia Keiser and Maroussia Roelens and Caroline E. Weibull
and Michael J. Crowther},
title = {Assessing Relative COVID-19 Mortality: A Swiss Population-based
Study},
year = 2021,
journal = {BMJ Open},
volume = 11,
pages = {e042387},
doi = {10.1136/bmjopen-2020-042387}
}
@article{Seibold_Hothorn_Gossner_2021,
author = {Sebastian Seibold and Torsten Hothorn and Martin M. Gossner and
Nadja K. Simons and Nico Bl\"uthgen and J\"org M\"uller and Didem Ambarli and Christian Ammer
and J\"urgen Bauhus and Markus Fischer and Jan C. Habel and Caterina Penone
and Peter Schall and Ernst-Detlef Schulze and Wolfgang W.
Weisser},
year = 2021,
title = {Insights from Regional and Short-term Biodiversity Monitoring
Datasets are Valuable. {A} Reply to {Daskalova et al. 2020}},
journal = {Insect Conservation and Diversity},
doi = {10.1111/icad.12467}
}
@article{Hothorn_Zeileis_2021,
author = {Torsten Hothorn and Achim Zeileis},
title = {Predictive Distribution Modelling Using Transformation Forests},
year = 2021,
journal = {Journal of Computational and Graphical Statistics},
doi = {10.1080/10618600.2021.1872581},
volume = 14,
pages = {144--148}
}
@article{Klein_Hothorn_Barbanti_2020,
author = {Nadja Klein and Torsten Hothorn and Luisa Barbanti
and Thomas Kneib},
title = {Multivariate Conditional Transformation Models},
journal = {Scandinavian Journal of Statistics},
year = 2022,
volume = 49,
pages = {116--142},
doi = {10.1111/sjos.12501}
}
@article{Lang_Schlosser_Hothorn_2020,
author = {Moritz N. Lang and Lisa Schlosser and Torsten Hothorn
and Georg J. Mayr and Reto Stauffer and Achim Zeileis},
title = {Circular Regression Trees and Forests with an
Application to Probabilistic Wind Direction Forecasting},
journal = {Journal of the Royal Statistical Society: Series C
(Applied Statistics)},
year = 2020,
volume = 69,
number = 5,
pages = {1357--1374},
doi = {10.1111/rssc.12437}
}
@article{Kupferschmid_2020,
title = {Ungulate Species and Abundance as well as Environmental
Factors Determine the Probability of Terminal Shoot
Browsing on Temperate Forest Trees},
author = {Andrea D. Kupferschmid and Lukas B\"utikofer and
Torsten Hothorn and Andreas Schwyzer and Peter Brang},
journal = {Forests},
doi = {10.3390/f11070764},
volume = 11,
pages = 764,
year = 2020
}
@article{Heidrich_Bae_Levick_2020,
author = {Lea Heidrich and Soyeon Bae and Shaun Levick and
Sebastian Seibold and Wolfgang Weisser and
Peter Krzystek and Paul Magdon and Thomas Nauss and
Peter Schall and Alla Serebryanyk and Stephan W\"ollauer and
Christian Ammer and Claus B\"assler and Inken Doerfler and
Markus Fischer and Martin M. Gossner and Marco Heurich and
Torsten Hothorn and Kirsten Jung and Holger Kreft and
Ernst-Detlef Schulze and Nadja Simons and Simon Thorn
and J\"org M\"uller},
title = {Heterogeneity-diversity Relationships in Forests Differ
Between and Within Trophic Levels},
year = 2020,
volume = 4,
pages = {1204--1212},
journal = {Nature Ecology \& Evolution},
doi = {10.1038/s41559-020-1245-z}
}
@article{Buri_Curt_Steeves_2020,
title = {Baseline-adjusted Proportional Odds Models
for the Quantification of Treatment Effects in
Trials with Ordinal Sum Score Outcomes},
author = {Muriel Lynnea Buri and Armin Curt and
John Steeves and Torsten Hothorn},
journal = {BMC Medical Research Methodology},
year = 2020,
doi = {10.1186/s12874-020-00984-2},
volume = 20,
pages = {104}
}
@article{Buri_Hothorn_2020,
author = {Muriel Buri and Torsten Hothorn},
title = {Model-based Random Forests for Ordinal Regression},
journal = {International Journal of Biostatistics},
year = 2020,
volume = 16,
number = 2,
pages = {20190063},
doi = {10.1515/ijb-2019-0063}
}
@article{Haslinger_Korte_Hothorn_2020,
author = {Christian Haslinger and Wolfgang Korte and
Torsten Hothorn and Romana Brun and Charles Greenberg
and Roland Zimmermann},
title = {The Impact of Prepartum Factor {XIII} Activity on
Postpartum Blood Loss},
year = 2020,
journal = {Journal of Thrombosis and Haemostasis},
volume = 18,
pages = {1310--1319},
doi = {10.1111/jth.14795}
}
@article{Siegfried_Hothorn_2020,
author = {Sandra Siegfried and Torsten Hothorn},
title = {Count Transformation Models},
year = 2020,
journal = {Methods in Ecology and Evolution},
volume = 11,
number = 7,
pages = {818--827},
doi = {10.1111/2041-210X.13383}
}
@article{Taner_Tekle_Hothorn_2020,
author = {Aylin Taner and Senait Tekle and Torsten Hothorn and
Mark Adams and Christina Gerth-Kahlert},
title = {Improved Survival Rates Lead to Higher Incidence of Retinopathy
of Prematurity in Extremely Preterm Infants},
journal = {Acta Paediatrica},
year = 2020,
volume = 109,
number = 10,
pages = {2033--2039},
doi = {10.1111/apa.15197}
}
@article{Tian_Hothorn_Li_2020,
title = {An Empirical Comparison of Two Novel Transformation Models},
author = {Yuqi Tian and Torsten Hothorn and Chun Li and
Frank E. Harrell and Bryan E. Shepherd},
year = 2020,
journal = {Statistics in Medicine},
doi = {10.1002/sim.8425},
volume = 39,
number = 5,
pages = {562--576}
}
@article{Bae_Levick_Heidrich_2019,
author = {Soyeon Bae and Shaun Levick and Lea Heidrich and
Paul Magdon and Benjamin Leutner and Stephan W\"ollauer and
Alla Serebryanyk and Thomas Nauss and Peter Krzystek and
Martin Gossner and Peter Schall and Christoph Heibl and
Claus B\"assler and Inken D\"orfler and Ernst-Detlef Schulze and
Franz-Sebastian Krah and Heike Culmsee and Kirsten Jung and
Marco Heurich and Markus Fischer and Sebastian Seibold and
Simon Thorn and Tobias Gerlach and Torsten Hothorn and
Wolfgang Weisser and J\"org M\"uller},
title = {Radar Vision in the Mapping of Forest Biodiversity from Space},
journal = {Nature Communications},
year = 2019,
volume = 10,
pages = {4757},
doi = {10.1038/s41467-019-12737-x}
}
@article{Hagge_Mueller_2019,
author = {Jonas Hagge and J\"org M\"uller and Claus B\"assler and
Samantha Susanne Biebl and Roland Brandl and
Matthias Drexler and Axel Gruppe and Stefan Hotes and
Torsten Hothorn and Peter Langhammer and Hans Stark and
Roland Wirtz and Veronika Zimmerer and Atle Mysterud},
title = {Deadwood Retention in Forests Lowers Short-term Browsing
Pressure on Silver Fir Saplings by Overabundant Deer},
journal = {Forest Ecology and Management},
year = 2019,
doi = {10.1016/j.foreco.2019.117531}
}
@article{Korepanova_Seibold_Steffen_2019,
author = {Natalia Korepanova and Heidi Seibold and
Verena Steffen and Torsten Hothorn},
title = {Survival Forests under Test: Impact of the
Proportional Hazards Assumption on
Prognostic and Predictive Forests for {ALS} Survival},
journal = {Statistical Methods in Medical Research},
year = 2020,
volume = 29,
number = 5,
pages = {1403--1419},
doi = {10.1177/0962280219862586}
}
@article{Kupferschmid_Brang_Buetikofer_2019,
author = {Andrea Doris Kupferschmid and Peter Brang and Lukas B\"utikofer
and Andreas Schwyzer and Torsten Hothorn},
title = {Quantifying the Relative Influence of Terminal Shoot
Browsing by Ungulates on Tree Regeneration},
journal = {Forest Ecology and Management},
year = 2019,
doi = {10.1016/j.foreco.2019.05.009},
volume = 446,
pages = {331--344}
}
@article{Hothorn_2019,
author = {Torsten Hothorn},
title = {Transformation Boosting Machines},
year = 2020,
journal = {Statistics and Computing},
volume = 30,
pages = {141--152},
doi = {10.1007/s11222-019-09870-4}
}
@article{Seibold_Zeileis_Hothorn_2019,
author = {Heidi Seibold and Achim Zeileis and Torsten Hothorn},
title = {model4you: An {R} Package for Personalised
Treatment Effect Estimation},
year = 2019,
journal = {Journal of Open Research Software},
volume = 7,
number = 1,
pages = 17,
doi = {10.5334/jors.219}
}
@article{Foster_Tay_Seibold_2019,
author = {Simon Foster and Meichun Mohler-Kuo and Lynette Tay and Torsten Hothorn and Heidi Seibold},
title = {Estimating Patient-specific Treatment Advantages in the ``Treatment for
Adolescents with Depression Study''},
year = 2019,
journal = {Journal of Psychiatric Research},
volume = 112,
pages = {61--70},
doi = {10.1016/j.jpsychires.2019.02.021}
}
@article{Schlosser_Hothorn_Stauffer_2019,
author = {Lisa Schlosser and Torsten Hothorn and
Reto Stauffer and Achim Zeileis},
title = {Distributional Regression Forests for Probabilistic
Precipitation Forecasting in Complex Terrain},
journal = {The Annals of Applied Statistics},
year = 2019,
volume = 13,
number = 3,
pages = {1564--1589},
doi = {10.1214/19-AOAS1247}
}
@article{Benten_Hothorn_Vor_2018,
author = {Anke Benten and Torsten Hothorn and Torsten Vor and Christian Ammer},
title = {Wildlife Warning Reflectors Do not Mitigate Wildlife-Vehicle Collisions on Roads},
journal = {Accident Analysis \& Prevention},
year = 2018,
volume = 120,
pages = {64--73},
doi = {10.1016/j.aap.2018.08.003}
}
@article{Hofheinz_Arnold_Fokas_2018,
author = {Ralf-Dieter Hofheinz and Dirk Arnold and Emmanouil Fokas and
Marco Kaufmann and Torsten Hothorn and Gunnar Folprecht and
Rainer Fietkau and Werner Hohenberger and Michael B. Ghadimi and
Torsten Liersch and Gerhard G. Grabenbauer and Rolf Sauer and
Claus R\"odel and Ulrich Graeven},
title = {Impact of Age on the Efficacy of Oxaliplatin in the
Preoperative Chemoradiotherapy and Adjuvant Chemotherapy
of Rectal Cancer: {A} Post hoc Analysis of the {CAO/ARO/AIO-04}
Phase 3 Trial},
year = 2018,
journal = {Annals of Oncology},
doi = {10.1093/annonc/mdy205},
volume = 29,
number = 8,
pages = {1793--1799}
}
@article{Fokas_Fietkau_Hartmann_2018,
author = {Emmanouil Fokas and Rainer Fietkau and Arndt Hartmann and
Werner Hohenberger and Robert Gr\"utzmann and Michael B. Ghadimi
and Torsten Liersch and Philipp Str\"obel and Gerhard G. Grabenbauer
and Ullrich Graeven and Ralf-Dieter Hofheinz and
Claus-Henning K\"ohne and Christian Wittekind and Rolf Sauer
and Marco Kaufmann and Torsten Hothorn and Claus {R\"odel on behalf of the German Rectal Cancer Study
Group}},
title = {Neoadjuvant Rectal Score as Individual-level Surrogate
for Disease-free Survival in Rectal Cancer in the
{CAO/ARO/AIO-04} Randomized Phase {III} Trial},
year = {2018},
journal = {Annals of Oncology},
doi = {10.1093/annonc/mdy143},
volume = 29,
number = 7,
pages = {1521--1527}
}
@article{Hothorn_2018_JSS,
author = {Torsten Hothorn},
title = {Most Likely Transformations: The mlt Package},
journal = {Journal of Statistical Software},
year = 2020,
doi = {10.18637/jss.v092.i01},
volume = 92,
number = 1,
pages = {1--68}
}
@article{Hothorn_2018,
author = {Torsten Hothorn},
title = {Top-Down Transformation Choice},
year = 2018,
journal = {Statistical Modelling},
volume = 18,
number = {3--4},
pages = {274--298},
doi = {10.1177/1471082X17748081}
}
@article{Fokkema_Smits_Zeileis_2017,
author = {Marjolein Fokkema and Niels Smits and Achim Zeileis and
Torsten Hothorn and Henk Kelderman},
title = {Detecting Treatment-Subgroup Interactions in
Clustered Data with Generalized Linear Mixed-Effects Model
Trees},
journal = {Behavior Research Methods},
year = {2018},
volume = 50,
number = 6,
pages = {2016--2034},
doi = {10.3758/s13428-017-0971-x}
}
@article{Lohse_Rohrmann_Faeh_2017,
author = {Tina Lohse and Sabine Rohrmann and David Faeh and Torsten Hothorn},
title = {Continuous Outcome Logistic Regression for Analyzing
Body Mass Index Distributions},
journal = {F1000Research},
year = 2017,
volume = 6,
pages = {1933},
doi = {10.12688/f1000research.12934.1}
}
@article{Hothorn_Moest_Buehlmann_2017,
author = {Torsten Hothorn and Lisa M\"ost and Peter B\"uhlmann},
title = {Most Likely Transformations},
year = {2018},
journal = {Scandinavian Journal of Statistics},
doi = {10.1111/sjos.12291},
volume = 45,
number = 1,
pages = {110--134}
}
@article{Fokas_Stroebel_Fietkau_2017,
author = {Emmanouil Fokas and Philipp Str\"obel and Rainer Fietkau and Michael Ghadimi and
Torsten Liersch and Gerhard G. Grabenbauer and Arndt Hartmann and Marco Kaufmann and
Rolf Sauer and Ullrich Graeven and Hans Hoffmanns and Hans-Rudolf Raab
and Torsten Hothorn and Christian Wittekind and Claus {R\"odel; on behalf of the German
Rectal Cancer Study Group}},
title = {Tumor Regression Grading After Preoperative Chemoradiotherapy as a Prognostic Factor and
Individual-Level Surrogate for Disease-Free Survival in Rectal Cancer},
journal = {Journal of the National Cancer Institute},
doi = {10.1093/jnci/djx095},
year = 2017,
volume = 109,
number = 12,
pages = {djx095}
}
@article{Thorn_Baessler_Brandl_2017,
author = {Simon Thorn and Claus B{\"a\ss}ler and Roland Brandl and
Philip Burton and Rebecca Cahall and John L. Campbell and
Jorge Castro and Chang-Yoi Choi and Tyler Cobb and Daniel Donato and
Ewa Durska and Joseph Fontaine and Sylvie Gauthier and
Christian Hebert and Torsten Hothorn and Richard L. Hutto and Eun-Jae Lee
and Alexandro Leverkus and David Lindenmayer and
Martin Obrist and Josep Rost and Sebastian Seibold
and Rupert Seidl and Dominik Thom and Kaysandra Waldron and
Beat Wermelinger and Maria-Barbara Winter and
Micha{\l} Mihorski and J\"org M\"uller},
title = {Impacts of Salvage Logging on Biodiversity --
A Meta-analysis},
year = {2018},
journal = {Journal of Applied Ecology},
doi = {10.1111/1365-2664.12945},
volume = 55,
number = 1,
pages = {279--289}
}
@article{Seibold_Baessler_Brandl_2017,
author = {Sebastian Seibold and Claus B\"assler and
Roland Brandl and Lenore Fahrig and Bernhard F\"orster
and Marco Heurich and Torsten Hothorn and
Fabian Scheipl and Simon Thorn and J\"org M\"uller},
title = {An Experimental Test of the Habitat-amount
Hypothesis for Saproxylic Beetles in a Forested Region},
journal = {Ecology},
year = 2017,
doi = {10.1002/ecy.1819},
volume = 98,
number = 6,
pages = {1613--1622}
}
@article{Seibold_Zeileis_Hothorn_2017,
author = {Heidi Seibold and Achim Zeileis and Torsten Hothorn},
title = {Individual Treatment Effect Prediction for {A}myotrophic {L}ateral
{S}clerosis Patients},
journal = {Statistical Methods in Medical Research},
year = {2018},
volume = 27,
number = 10,
pages = {3104--3125},
doi = {10.1177/0962280217693034}
}
@article{Tanadini_Steeves_Curt_2016,
author = {Lorenzo G. Tanadini and John D Steeves and
Armin Curt and Torsten Hothorn},
title = {Autoregressive Transitional Ordinal Model
to Test for Treatment Effect in Neurological
Trials with Complex Endpoints},
journal = {BMC Medical Research Methodology},
year = {2016},
volume = 16,
pages = 149,
doi = {10.1186/s12874-016-0251-y}
}
@article{Koban_Gossner_Mueller_2016,
author = {Marcel Koban and Martin M. Gossner and J\"org M\"uller and
Johannes L. M. Steidle and Claus B\"assler and Torsten Hothorn
and Sybille Unsicker and Sebastian Seibold},
title = {Short-distance Attraction of Saproxylic Heteroptera to
Olfactory Cues},
journal = {Insect Conservation and Diversity},
year = {2016},
volume = 9,
number = 3,
pages = {254--257},
doi = {10.1111/icad.12161}
}
@article{Seibold_Zeileis_Hothorn_2015,
author = {Heidi Seibold and Achim Zeileis and Torsten Hothorn},
title = {Model-based Recursive Partitioning for Subgroup Analyses},
journal = {International Journal of Biostatistics},
year = 2016,
doi = {10.1515/ijb-2015-0032},
volume = 12,
number = 1,
pages = {45--63}
}
@article{Seidl_Mueller_Hothorn_2015,
author = {Rupert Seidl and J\"org M\"uller and Torsten Hothorn
and Claus B\"assler and Marco Heurich and Markus Kautz},
title = {Small Beetle, Large-scale Drivers: {How} Regional and
Landscape Factors Affect Outbreaks of the
European Spruce Bark Beetle},
journal = {Journal of Applied Ecology},
year = {2016},
volume = 53,
number = 2,
pages = {530--540},
doi = {10.1111/1365-2664.12540}
}
@article{Roedel_Graeven_Fietkau_2015,
author = {Claus R\"odel and Ullrich Graeven and Rainer Fietkau and
Werner Hohenberger and Torsten Hothorn and Dirk Arnold and
Ralf-Dieter Hofheinz and Michael Ghadimi and Hendrik A. Wolff and
Marga Lang-Welzenbach and Hans-Rudolf Raab and
Christian Wittekind and Philipp Str\"obel and Ludger Staib and
Martin Wilhelm and Gerhard G. Grabenbauer and Hans Hoffmanns and
Fritz Lindemann and Anke Schlenska-Lange and Gunnar Folprecht and
Rolf Sauer and {Torsten Liersch on behalf of the German Rectal
Cancer Study Group}},
title = {Oxaliplatin Added to Fluorouracil-based Preoperative
Chemoradiotherapy and Postoperative Chemotherapy of Locally
Advanced Rectal Cancer (the {German} {CAO/ARO/AIO-04}
study): Final Results of the Multicentre, Open-label,
Randomised, Phase 3 Trial},
journal = {The Lancet Oncology},
year = 2015,
doi = {10.1016/S1470-2045(15)00159-X},
volume = 16,
number = 8,
pages = {979--989},
data = {http://www.caoaroaio04.org},
code = {http://www.caoaroaio04.org}
}
@article{Hothorn_Mueller_Held_2015,
author = {Torsten Hothorn and J\"org M\"uller and Leonhard Held
and Lisa M\"ost and Atle Mysterud},
title = {Temporal Patterns of Deer-vehicle Collisions Consistent with Deer
Activity Pattern and Density Increase but not General Accident Risk},
journal = {Accident Analysis \& Prevention},
year = {2015},
volume = 81,
pages = {143--152},
doi = {10.1016/j.aap.2015.04.037},
data = {https://zenodo.org/record/17179},
code = {https://zenodo.org/record/17179}
}
@article{Hothorn_Zeileis_2015,
author = {Torsten Hothorn and Achim Zeileis},
title = {{partykit}: A Modular Toolkit for Recursive Partytioning in {R}},
journal = {Journal of Machine Learning Research},
year = {2015},
volume = 16,
pages = {3905--3909},
url = {http://jmlr.org/papers/v16/hothorn15a.html}
}
@article{Moest_Hothorn_2015,
title = {Conditional Transformation Models for Survivor
Function Estimation},
author = {Lisa M\"ost and Torsten Hothorn},
journal = {International Journal of Biostatistics},
year = {2015},
volume = 11,
number = 1,
pages = {23--50},
doi = {10.1515/ijb-2014-0006}
}
@article{Brockhaus_Scheipl_Hothorn_2015,
author = {Sarah Brockhaus and Fabian Scheipl and Torsten Hothorn
and Sonja Greven},
title = {The Functional Linear Array Model},
year = {2015},
journal = {Statistical Modelling},
doi = {10.1177/1471082X14566913},
volume = 15,
number = 3,
pages = {279--300}
}
@article{Tanadini_Hothorn_Jones_2015,
title = {Toward Inclusive Trial Protocols in Heterogeneous
Neurological Disorders: Prediction-based Stratification of
Participants with Incomplete Cervical Spinal Cord Injury},
author = {Lorenzo Tanadini and Torsten Hothorn and
Linda A. T. Jones and Daniel P. Lammertse and
Rainer Abel and Doris Maier and R\"udiger Rupp and
Norbert Weidner and Armin Curt and John D. Steeves},
journal = {Neurorehabilitation \& Neural Repair},
year = 2015,
volume = 29,
number = 9,
pages = {867--877},
doi = {10.1177/1545968315570322}
}
@article{Baltsavias_Spiessberger_Hothorn_2015,
author = {Gerasimos Baltsavias and Alexander Spiessberger and
Torsten Hothorn and Anton Valavanis},
title = {Cranial Dural Arteriovenous Shunts. {Part 4.} {Clinical}
Presentation of the Shunts with Leptomeningeal Venous Drainage},
year = 2015,
journal = {Neurosurgical Review},
doi = {10.1007/s10143-014-0595-x},
volume = 38,
number = 2,
pages = {283--291}
}
@article{Kaldhusdal_Brandl_Mueller_2015,
title = {Spatio-Phylogenetic Multi-Species Distribution Models},
author = {Arne Kaldhusdal and Roland Brandl and J\"org M\"uller and
Lisa M\"ost and Torsten Hothorn},
journal = {Methods in Ecology and Evolution},
year = {2015},
doi = {10.1111/2041-210X.12318},
volume = 6,
number = 2,
pages = {187--197}
}
@article{Wu_Liu_Tanadini_2015,
author = {Xiaoliang Wu and Jie Liu and Lorenzo G. Tanadini and
Daniel P. Lammertse and Andrew R. Blight and John L. K. Kramer and
Giorgio Scivoletto and Linda Jones and Steven Kirshblum and Rainer Abel and
James Fawcett and Edelle Field-Fote and James Guest and Ben Levinson and
Doris Maier and Keith Tansey and Norbert Weidner and Wolfram G. Tetzlaff and
Torsten Hothorn and Armin Curt and John D. Steeves},
title = {Challenges for Defining Minimal Clinically Important
Difference {(MCID)} after Spinal Cord Injury},
year = {2015},
journal = {Spinal Cord},
doi = {10.1038/sc.2014.232},
volume = 53,
pages = {84--91}
}
@article{Moest_Hothorn_Mueller_2015,
title = {Creating a Landscape of Management:
{U}nintended Effects on the Variation of Browsing
Pressure in a National Park},
author = {Lisa M\"ost and Torsten Hothorn and J\"org M\"uller and
Marco Heurich},
year = {2015},
journal = {Forest Ecology and Management},
doi = {10.1016/j.foreco.2014.11.015},
volume = 338,
pages = {46--56}
}
@article{Hothorn_Praxis_2014,
author = {Torsten Hothorn},
title = {{Big Data -- Grosse Daten, viel Wissen?}},
year = 2015,
journal = {PRAXIS},
volume = 104,
number = 3,
pages = {131--135}
}
@article{Hothorn_2014,
author = {Torsten Hothorn},
title = {Editorial: Boosting -- An Unusual Yet Attractive Optimiser},
year = 2014,
journal = {Methods of Information in Medicine},
doi = {10.3414/ME13-10-0123},
volume = 53,
number = 6,
pages = {417--418}
}
@article{Hofner_Kneib_Hothorn_2015,
author = {Benjamin Hofner and Thomas Kneib and Torsten Hothorn},
title = {A Unified Framework of Constrained Regression},
journal = {Statistics and Computing},
year = {2016},
volume = 26,
number = 1,
pages = {1--14},
doi = {10.1007/s11222-014-9520-y}
}
@article{Kueffner_Zach_Norel_2014,
title = {Crowdsourced Analysis of Clinical Trial Data to
Predict Amyotrophic Lateral Sclerosis Progression},
author = {Robert K\"uffner and Neta Zach and Raquel Norel
and Johann Hawe and David Schoenfeld and Liuxia Wang
and Guang Li and Lilly Fang and Lester Mackey
and Orla Hardiman and Merit Cudkowicz and Alexander Sherman
and Gokhan Ertaylan and Moritz Grosse-Wentrup and Torsten Hothorn
and Jules van Ligtenberg and Jakob H. Macke and Timm Meyer
and Bernhard Sch\"olkopf and Linh Tran and Rubio Vaughan
and Gustavo Stolovitzky and Melanie L. Leitner},
journal = {Nature Biotechnology},
year = 2015,
doi = {10.1038/nbt.3051},
volume = 33,
pages = {51--57}
}
@article{Seibold_Brandl_Schmidl_2014,
author = {Sebastian Seibold and Roland Brandl and J\"urgen Schmidl
and J\"orn Busse and Simon Thorn and Torsten Hothorn and
J\"org M\"uller},
title = {Extinction Risk Status of Saproxylic Beetles
Reflects the Ecological Degradation of Forests in {Europe}},
journal = {Conservation Biology},
year = 2015,
doi = {10.1111/cobi.12427},
volume = 29,
number = 2,
pages = {382--390}
}
@article{Thorn_Baessler_Gottschalk_2014,
author = {Simon Thorn and Claus B\"assler and Thomas Gottschalk and
Torsten Hothorn and Heinz Bussler and Kenneth Raffa and J\"org M\"uller},
title = {New Insights into the Consequences of Post-Windthrow
Salvage Logging Revealed by Functional Structure of
Saproxylic Beetles Assemblages},
journal = {PLoS ONE},
year = 2014,
volume = 9,
number = 7,
pages = {e101757},
doi = {10.1371/journal.pone.0101757}
}
@article{Mueller_Woelfl_Woelfl_2014,
author = {J\"org M\"uller and Manfred W\"olfl and Sybille W\"olfl
and Dennis W. H. M\"uller and Torsten Hothorn and Marco Heurich},
title = {Protected Areas Shape the Spatial Distribution
of a European Lynx Population More Than 20 Years After
Reintroduction},
journal = {Biological Conservation},
year = {2014},
volume = {77},
pages = {210--217},
doi = {10.1016/j.biocon.2014.07.007}
}
@article{Hapfelmeier_Hothorn_Riediger_2014,
author = {Alexander Hapfelmeier and Torsten Hothorn and Carina Riediger
and Kurt Ulm},
title = {Estimation of a Predictor's Importance by Random Forests
When There is Missing Data: Risk Prediction in Liver
Surgery using Laboratory Data},
journal = {International Journal of Biostatistics},
year = 2014,
doi = {10.1515/ijb-2013-0038},
volume = 10,
number = 2,
pages = {165--183}
}
@article{Herberich_Hassler_Hothorn_2014,
author = {Esther Herberich and Christine Hassler and Torsten Hothorn},
title = {Multiple Curve Comparisons with an Application to the
Formation of the Dorsal Funiculus of Mutant Mice},
journal = {International Journal of Biostatistics},
year = 2014,
volume = 10,
number = 2,
pages = {289--302},
doi = {10.1515/ijb-2013-0003}
}
@article{Moest_Schmid_Faschingbauer_2014,
author = {Lisa M\"ost and Matthias Schmid and
Florian Faschingbauer and Torsten Hothorn},
title = {Predicting Birth Weight with Conditionally Linear
Transformation Models},
journal = {Statistical Methods in Medical Research},
year = {2016},
volume = 25,
number = 6,
pages = {2781--2810},
doi = {10.1177/0962280214532745}
}
@article{Hothorn_Jung_2014,
author = {Torsten Hothorn and Hans H. Jung},
title = {{RandomForest4Life}: A Random Forest for Predicting
{ALS} Disease Progression},
journal = {Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration},
year = {2014},
doi = {10.3109/21678421.2014.893361},
data = {http://user.math.uzh.ch/hothorn/docs/RF4Life_src.tgz},
volume = 15,
pages = {444--452}
}
@article{Tanadini_Steves_Hothorn_2014,
author = {Lorenzo Tanadini and John Steeves and Torsten Hothorn and
Rainer Abel and Doris Maier and Martin Schubert and
Norbert Weidner and R\"udiger Rupp and Armin Curt},
title = {Identifying Homogeneous Subgroups in Neurological Disorders:
{Unbiased} Recursive Partitioning in Cervical Complete Spinal
Cord Injury},
year = {2014},
journal = {Neurorehabilitation and Neural Repair},
doi = {10.1177/1545968313520413},
volume = 28,
number = 6,
pages = {507--515}
}
@article{Fenske_Burns_Hothorn_2013,
author = {Nora Fenske and Jacob Burns and Torsten Hothorn and
Eva Annette Rehfuess},
title = {Understanding Child Stunting in {India}: A Comprehensive
Analysis of Socio-economic, Nutritional and Environmental
Determinants Using Additive Quantile Regression},
journal = {PLoS ONE},
year = {2013},
volume = 8,
number = 11,
pages = {e78692},
doi = {http://dx.plos.org/10.1371/journal.pone.0078692}
}
@article{Strache_Heller_Hothorn_2013,
author = {Anja Strache and Elisabeth Heller and Torsten Hothorn and Marco Heurich},
title = {Activity Patterns of European Roe Deer (Capreolus capreolus)
are Strongly Influenced by Individual Behaviour},
year = 2013,
journal = {Folia Zoologica},
volume = 62,
number = 1,
pages = {67--75}
}
@inproceedings{Hothorn_Kneib_Buehlmann_2013,
author = {Torsten Hothorn and Thomas Kneib and Peter B{\"u}hlmann},
title = {Conditional Transformation Models by Example},
year = {2013},
booktitle = {Proceedings of the 28th International Workshop
on Statistical Modelling},
editor = {Vito M. R. Muggeo and Vincenza Capursi and Giovanni Boscaino and
Gianfranco Lovison},
pages = {15--26},
publisher = {Universit{\'a} Degli Studi Di Palermo},
isbn = {978-88-96251-47-8},
code = {http://R-forge.R-project.org/projects/ctm},
data = {http://R-forge.R-project.org/projects/ctm}
}
@article{Fenske_Fahrmeir_Hothorn_2013,
author = {Nora Fenske and Ludwig Fahrmeir and Torsten Hothorn and
Peter Rzehak and Michael H\"ohle},
title = {Boosting Structured Additive Quantile
Regression for Longitudinal Childhood Obesity Data},
journal = {International Journal of Biostatistics},
year = 2013,
volume = 9,
number = 1,
doi = {10.1515/ijb-2012-0035}
}
@article{Haering_Reger_Ewald_2014,
author = {Tim H{\"a}ring and Birgit Reger and J{\"o}rg Ewald and
Torsten Hothorn and Boris Schr{\"o}der},
title = {Regionalizing Indicator Values for Soil Reaction in the
Bavarian Alps--From Averages to Multivariate Spectra},
journal = {Folia Geobotanica},
doi = {10.1007/s12224-013-9157-1},
year = {2014},
volume = {49},
pages = {385--405}
}
@article{Baessler_Hothorn_Brandl_2013,
author = {Claus B{\"a}ssler and Torsten Hothorn and Roland Brandl
and J{\"o}rg M{\"u}ller},
title = {Insects Overshoot the Expected Upslope Shift Caused by
Climate Warming},
journal = {PLoS ONE},
year = 2013,
volume = {8},
number = {6},
pages = {e65842},
doi = {10.1371/journal.pone.0065842}
}
@article{Zeileis_Hothorn_2013,
author = {Achim Zeileis and Torsten Hothorn},
title = {A Toolbox of Permutation Tests for Structural Change},
journal = {Statistical Papers},
year = {2013},
volume = {54},
number = {4},
pages = {931--954},
doi = {10.1007/s00362-013-0503-4},
code = {http://CRAN.R-project.org/package=party}
}
@article{Hothorn_Kneib_Buehlmann_2014,
author = {Torsten Hothorn and Thomas Kneib and Peter B{\"u}hlmann},
title = {Conditional Transformation Models},
journal = {Journal of the Royal Statistical Society: Series B (Methodological)},
year = {2014},
volume = 76,
number = 1,
doi = {10.1111/rssb.12017},
pages = {3--27},
code = {http://R-forge.R-project.org/projects/ctm},
data = {http://R-forge.R-project.org/projects/ctm}
}
@article{Teuscher_Brandl_Foerster_2013,
author = {Miriam Teuscher and Roland Brandl and Bernhard F{\"o}rster and Torsten Hothorn and
Sascha R{\"o}sner and J{\"o}rg M{\"u}ller},
title = {Forest Inventories Are a Valuable Data Source for Habitat
Modelling of Forest Species: {An} Alternative to Remote-sensing
Data},
journal = {Forestry},
year = 2013,
volume = 86,
number = 2,
pages = {241--253},
doi = {10.1093/forestry/cps081}
}
@article{Hapfelmeier_Hothorn_Ulm_Strobl_2014,
author = {Alexander Hapfelmeier and Torsten Hothorn and
Kurt Ulm and Carolin Strobl},
title = {A New Variable Importance Measure for Random Forests
with Missing Data},
journal = {Statistics and Computing},
year = 2014,
volume = 24,
number = 1,
pages = {21--34},
doi = {10.1007/s11222-012-9349-1}
}
@article{Hofner_Hothorn_Kneib_2012,
author = {Benjamin Hofner and Torsten Hothorn and Thomas Kneib},
title = {Variable Selection and Model Choice in Structured Survival Models},
journal = {Computational Statistics},
year = 2013,
volume = 28,
number = 3,
pages = {1079--1101},
doi = {10.1007/s00180-012-0337-x}
}
@article{Roedel_Liesch_Becker_2012,
author = {Claus R{\"o}del and Torsten Liersch and Heinz Becker and
Rainer Fietkau and Werner Hohenberger and Torsten Hothorn and
Ullrich Graeven and Dirk Arnold and Marga Lang-Welzenbach and
Hans-Rudolf Raab and Heiko S{\"u}lberg and Christian Wittekind and
Sergej Potapov and Ludger Staib and Clemens Hess and
Karin Weigang-K{\"o}hler and Gerhard G. Grabenbauer and
Hans Hoffmanns and Fritz Lindemann and Anke Schlenska-Lange and
Gunnar Folprecht and {Rolf Sauer on behalf of the German Rectal Cancer Study Group}},
title = {Preoperative Chemoradiotherapy and Postoperative
Chemotherapy with Fluorouracil and Oxaliplatin Versus
Fluorouracil Alone in Locally Advanced Rectal Cancer: {I}nitial
Results of the {German CAO/ARO/AIO-04} Randomised
Phase 3 Trial},
journal = {The Lancet Oncology},
year = 2012,
volume = {13},
number = {7},
pages = {679--687},
doi = {10.1016/S1470-2045(12)70187-0}
}
@article{Haering_Reger_Ewald_2013,
author = {Tim H{\"a}ring and Birgit Reger and J{\"o}rg Ewald and
Torsten Hothorn and Boris Schr{\"o}der},
title = {Predicting {Ellenberg's} Soil Moisture Indicator Value
in the Bavarian Alps Using Additive Georegression},
journal = {Applied Vegetation Science},
doi = {10.1111/j.1654-109X.2012.01210.x},
year = 2013,
volume = 16,
number = 1,
pages = {110--121}
}
@article{Louzao_Aumont_Hothorn_2012,
author = {Maite Louzao and Olivier Aumont and Torsten Hothorn
and Thorsten Wiegand and Henri Weimerskirch},
title = {Foraging in a Changing Environment: {H}abitat Shifts of an
Oceanic Predator Over the Last Half Century},
journal = {Ecography},
year = {2012},
doi = {10.1111/j.1600-0587.2012.07587.x},
volume = {36},
number = 1,
pages = {57-67}
}
@article{Schmid_Hothorn_Krause_2012,
author = {Matthias Schmid and Torsten Hothorn and
Friedemann Krause and Christina Rabe},
title = {A {PAUC}-based Estimation
Technique for Disease Classification and Biomarker Selection},
year = 2012,
journal = {Statistical Applications in Genetics and Molecular Biology},
volume = 11,
number = 5,
doi = {10.1515/1544-6115.1792}
}
@article{Heurich_Moest_Schauberger_2012,
author = {Marco Heurich and Lisa M\"ost and Gunther Schauberger and
Holger Reulen and Pavel Sustr and Torsten Hothorn},
title = {Survival and Causes of Death of {European Roe Deer}
Before and After {Eurasian Lynx} Reintroduction in the
{Bavarian Forest National Park}},
journal = {European Journal of Wildlife Research},
volume = {58},
number = {3},
pages = {567--578},
doi = {10.1007/s10344-011-0606-y},
year = 2012
}
@article{Mayr_Hothorn_Fenske_2012,
author = {Andreas Mayr and Torsten Hothorn and Nora Fenske},
title = {Prediction Intervals for Future {BMI} Values of
Individual Children--{A} Non-parametric Approach
by Quantile Boosting},
journal = {BMC Medical Research Methodology},
year = 2012,
doi = {10.1186/1471-2288-12-6},
volume = 12,
pages = 6
}
@article{Teuscher_Brandl_Roesner_2011,
author = {Miriam Teuscher and Roland Brandl and Sascha R\"osner
and Lud\v{e}k Bufka and Thom\'a\v{s} Lorenc and Bernhard F\"orster
and Torsten Hothorn and J\"org M\"uller},
title = {Modelling Habitat Suitability of the Capercaillie Tetrao
urogallus in the National Parks {Bavarian Forest}
and \v{S}umava},
journal = {Ornithologischer Anzeiger},
year = 2011,
volume = 50,
number = {2/3},
pages = {97--113}
}
@article{Eugster_Hothorn_Leisch_2012,
author = {Manuel Eugster and Torsten Hothorn and Friedrich Leisch},
title = {Domain-Based Benchmark Experiments:
{E}xploratory and Inferential Analysis},
year = 2012,
journal = {Austrian Journal of Statistics},
volume = 41,
number = 1,
pages = {5--26},
url = {http://www.stat.tugraz.at/AJS/ausg121/121Leisch.pdf}
}
@article{Mueller_Mehr_Baessler_2012,
author = {J\"org M\"uller and Milenka Mehr and Claus B\"assler and
M. Brock Fenton and Torsten Hothorn and Hans Pretzsch
and Hans-Joachim Klemmt and Roland Brandl},
title = {Aggregative Response in Bats: Prey Abundance versus Habitat},
journal = {Oecologia},
year = 2012,
volume = 169,
number = 3,
pages = {673--684},
doi = {10.1007/s00442-011-2247-y}
}
@article{Hothorn_Brandl_Mueller_2012,
author = {Torsten Hothorn and Roland Brandl and J\"org M\"uller},
title = {Large-scale Model-based Assessment of Deer-vehicle Collision Risk},
journal = {PLoS ONE},
year = 2012,
doi = {10.1371/journal.pone.0029510},
volume = 7,
number = 2,
pages = {e29510},
data = {http://www.plosone.org/article/fetchSingleRepresentation.action?uri=info:doi/10.1371/journal.pone.0029510.s001},
code = {http://www.plosone.org/article/fetchSingleRepresentation.action?uri=info:doi/10.1371/journal.pone.0029510.s001}
}
@article{Hothorn_2010,
author = {Torsten Hothorn},
title = {Invited Discussion on {``Meinshausen and B\"uhlmann: Stability Selection''}},
journal = {Journal of the Royal Statistical Society: Series B (Statistical Methodology)},
year = 2010,
volume = 72,
number = 4,
pages = {463--464}
}
@article{Hapfelmeier_Hothorn_Ulm_2012,
author = {Alexander Hapfelmeier and Torsten Hothorn and Kurt Ulm},
title = {Recursive Partitioning on Incomplete Data using
Surrogate Decisions and Multiple Imputation},
journal = {Computational Statistics \& Data Analysis},
year = {2012},
volume = {56},
number = {6},
pages = {1552--1565},
doi = {10.1016/j.csda.2011.09.024}
}
@article{Sporn+Hothorn+Jung_2011,
author = {Judith C. Sporn and Torsten Hothorn and Barbara Jung},
title = {{BARD1} Expression Predicts Outcome in Colon Cancer},
journal = {Clinical Cancer Research},
year = {2011},
volume = {17},
number = {16},
pages = {5451--5462},
doi = {10.1158/1078-0432.CCR-11-0263}
}
@article{Herberich+Hothorn_2012,
author = {Esther Herberich and Torsten Hothorn},
year = 2012,
title = {Dunnett-type Inference in the Frailty {C}ox Model
with Covariates},
journal = {Statistics in Medicine},
doi = {10.1002/sim.4403},
volume = 31,
number = 1,
pages = {45--55},
code = {http://CRAN.R-project.org/package=multcomp}
}
@article{Mehr_Brandl_Hothorn_2011,
author = {Milenka Mehr and Roland Brandl and Torsten Hothorn and Frank Dziock
and Bernhard F{\"o}rster and J{\"o}rg M{\"u}ller},
title = {Land use is more important than climate for species richness and
composition of bat assemblages on a regional scale},
journal = {Mammalian Biology},
year = {2011},
volume = {76},
number = {4},
pages = {451--460},
doi = {10.1016/j.mambio.2010.09.004}
}
@article{Robinzonov_Tutz_Hothorn_2012,
author = {Nikolay Robinzonov and Gerhard Tutz and Torsten Hothorn},
title = {Boosting Techniques for Nonlinear Time Series Models},
journal = {AStA Advances in Statistical Analysis},
year = 2012,
pages = {99--122},
volume = 96,
number = 1,
doi = {10.1007/s10182-011-0163-4}
}
@book{Everitt_Hothorn_2011,
author = {Brian S. Everitt and Torsten Hothorn},
title = {An Introduction to Applied Multivariate Analysis with {R}},
year = {2011},
publisher = {Springer-Verlag},
address = {New York},
isbn = {978-1-4419-9649-7},
doi = {10.1007/978-1-4419-9650-3},
code = {http://CRAN.R-project.org/package=MVA},
data = {http://CRAN.R-project.org/package=MVA}
}
@article{Leisch2011618,
author = {Friedrich Leisch and Manuel Eugster and Torsten Hothorn},
title = {Executable Papers for the {R} Community: {The} {R2} Platform for Reproducible Research},
journal = {Procedia Computer Science},
volume = {4},
pages = {618--626},
year = {2011},
note = {Proceedings of the International Conference on Computational Science, ICCS 2011},
issn = {1877-0509},
doi = {10.1016/j.procs.2011.04.065}
}
@article{Hofner+Mueller+Hothorn_2011,
author = {Benjamin Hofner and J{\"o}rg M{\"u}ller and Torsten Hothorn},
title = {Monotonicity-Constrained Species Distribution Models},
year = 2011,
journal = {Ecology},
doi = {10.1890/10-2276.1},
gs = {12367897272170535656},
volume = 92,
number = 10,
pages = {1895--1901},
code = {http://www.esapubs.org/archive/ecol/E092/161/},
data = {http://www.esapubs.org/archive/ecol/E092/161/}
}
@article{Fenske+Kneib+Hothorn_2011,
author = {Nora Fenske and Thomas Kneib and Torsten Hothorn},
title = {Identifying Risk Factors for Severe Childhood
Malnutrition by Boosting Additive Quantile Regression},
journal = {Journal of the American Statistical Association},
year = 2011,
volume = 106,
number = 494,
pages = {494--510},
doi = {10.1198/jasa.2011.ap09272},
gs = {18241900343579501155},
code = {http://CRAN.R-project.org/package=mboost}
}
@article{Hothorn+Leisch_2011,
author = {Torsten Hothorn and Friedrich Leisch},
title = {Case Studies in Reproducibility},
year = 2011,
journal = {Briefings in Bioinformatics},
volume = {12},
number = 3,
pages = {288--300},
doi = {10.1093/bib/bbq084}
}
@article{Hothorn+Mueller_2010b,
author = {Torsten Hothorn and J\"org M\"uller},
title = {{Verl{\"a}sslichkeit und Effektivit{\"at} der
Bayerischen Forstlichen Gutachten}},
journal = {AFZ-Der Wald},
volume = {19},
year = 2010,
pages = {38--39},
url = {http://www.stat.uni-muenchen.de/~hothorn/docs/AFZ-2010-19_38-39.pdf}
}
@article{Hofner+Hothorn+Kneib_2011,
author = {Benjamin Hofner and Torsten Hothorn and Thomas Kneib and Matthias Schmid},
title = {A Framework for Unbiased Model Selection Based on Boosting},
journal = {Journal of Computational and Graphical Statistics},
year = 2011,
volume = 20,
number = 4,
pages = {956--971},
doi = {10.1198/jcgs.2011.09220},
gs = {1465688992432172507}
}
@article{Schmid+Hothorn+Maloney_2011,
title = {Geoadditive Regression Modeling of
Stream Biological Condition},
author = {Matthias Schmid and Torsten Hothorn and Kelley O. Maloney and Donald
E. Weller and Sergej Potapov},
journal = {Environmental and Ecological Statistics},
year = {2011},
volume = 18,
number = 4,
pages = {709--733},
doi = {10.1007/s10651-010-0158-4}
}
@book{Bretz+Hothorn+Westfall_2010,
author = {Frank Bretz and Torsten Hothorn and Peter Westfall},
year = 2010,
title = {Multiple Comparisons Using {R}},
publisher = {Chapman \& Hall/CRC Press},
address = {Boca Raton, Florida, USA},
isbn = {978--1--58488--574--0},
gs = {13234468815185998868},
code = {http://CRAN.R-project.org/package=multcomp},
data = {http://CRAN.R-project.org/package=multcomp}
}
@article{Hothorn+Mueller+Schroeder_2011,
author = {Torsten Hothorn and J\"org M\"uller and Boris Schr\"oder and
Thomas Kneib and Roland Brandl},
title = {Decomposing Environmental, Spatial, and Spatiotemporal
Components of Species Distributions},
year = 2011,
journal = {Ecological Monographs},
doi = {10.1890/10-0602.1},
gs = {8379255949742516236},
volume = {81},
pages = {329--347},
code = {http://esapubs.org/archive/mono/M081/013/},
data = {http://esapubs.org/archive/mono/M081/013/}
}
@article{Hothorn+Mueller_2010,
author = {Torsten Hothorn and J\"org M\"uller},
title = {Large-scale Reduction of Ungulate Browsing
by Managed Sport Hunting},
year = 2010,
journal = {Forest Ecology and Management},
doi = {10.1016/j.foreco.2010.07.019},
volume = 260,
number = 9,
pages = {1416--1423}
}
@article{Hothorn+Buehlmann+Kneib+Schmid+Hofner_2010,
author = {Torsten Hothorn and Peter B{\"u}hlmann and Thomas Kneib and
Matthias Schmid and Benjamin Hofner},
title = {Model-based Boosting 2.0},
journal = {Journal of Machine Learning Research},
year = 2010,
volume = 11,
pages = {2109--2113},
gs = {6027426143779136547},
url = {http://jmlr.csail.mit.edu/papers/v11/hothorn10a.html},
code = {http://cran.r-project.org/web/packages/mboost/vignettes/mboost.pdf}
}
@article{Herberich+Sikorski+Hothorn2010,
author = {Esther Herberich and Johannes Sikorski and Torsten Hothorn},
year = 2010,
title = {A Robust Procedure for Comparing Multiple Means under Heteroscedasticity in Unbalanced Designs},
journal = {PLoS ONE},
volume = 5,
issue = 3,
pages = {e9788},
doi = {10.1371/journal.pone.0009788},
gs = {11872382531330755759},
code = {http://CRAN.R-project.org/package=multcomp},
data = {http://CRAN.R-project.org/package=multcomp}
}
@article{Herberich+Hothorn+Nettle+Pollet2010,
author = {Esther Herberich and Torsten Hothorn and Daniel Nettle and Thomas V. Pollet},
title = {A Re-evaluation of the Statistical Model in {Pollet and Nettle 2009}},
journal = {Evolution and Human Behavior},
year = 2010,
volume = {31},
number = 2,
pages = {150--151},
code = {http://cran.r-project.org/web/packages/multcomp/vignettes/chfls1.pdf}
}
@incollection{Robinzonov+Hothorn2010,
author = {Nikolay Robinzonov and Torsten Hothorn},
title = {Boosting for Estimating Spatially Structured Additive Models},
booktitle = {Statistical Modelling and Regression Structures. Festschrift in Honour of Ludwig Fahrmeir},
editor = {Thomas Kneib and Gerhard Tutz},
year = 2010,
publisher = {Physica-Verlag},
address = {Heidelberg},
isbn = {978--3--7908--2412--4}
}
@article{Boulesteix+Hothorn2010,
title = {Testing the Additional Predictive Value of High-dimensional Molecular Data},
author = {Anne-Laure Boulesteix and Torsten Hothorn},
journal = {BMC Bioinformatics},
year = {2010},
volume = 11,
pages = 78,
url = {http://www.biomedcentral.com/1471-2105/11/78},
doi = {10.1186/1471-2105-11-78},
note = {highly accessed}
}
@book{EverittHothorn2009,
author = {Brian S. Everitt and Torsten Hothorn},
title = {A Handbook of Statistical Analyses Using {R}},
year = 2009,
publisher = {Chapman \& Hall/CRC Press},
address = {Boca Raton, Florida, USA},
isbn = {978--1--4200--7933--3},
edition = {2nd},
code = {http://CRAN.R-project.org/package=HSAUR2},
data = {http://CRAN.R-project.org/package=HSAUR2}
}
@book{HothornEveritt2014,
author = {Torsten Hothorn and Brian S. Everitt},
title = {A Handbook of Statistical Analyses Using {R}},
year = 2014,
publisher = {Chapman \& Hall/CRC Press},
address = {Boca Raton, Florida, USA},
isbn = {978--1--4822--0458--2},
edition = {3rd},
code = {http://CRAN.R-project.org/package=HSAUR3},
data = {http://CRAN.R-project.org/package=HSAUR3}
}
@article{Strobl+Hothorn+Zeileis:2010,
author = {Carolin Strobl and Torsten Hothorn and Achim Zeileis},
title = {Party On! {A} New, Conditional Variable Importance Measure for
Random Forests Available in the party Package},
year = 2010,
journal = {The R Journal},
page = {14--17},
volume = 1,
number = 2,
url = {http://journal.R-project.org},
code = {http://CRAN.R-project.org/package=party}
}
@article{Schmid+Potapov+Pfahlberg:2010,
author = {Matthias Schmid and Sergej Potapov and Annette Pfahlberg and Torsten Hothorn},
title = {Estimation and Regularization Techniques for Regression Models with
Multidimensional Prediction Functions},
journal = {Statistics and Computing},
year = 2010,
volume = 20,
number = 2,
pages = {139--150},
doi = {10.1007/s11222-009-9162-7}
}
@article{Baessler+Mueller+Hothorn:2009,
title = {Estimation of the Extinction Risk for High-montane Species as a Consequence of
Global Warming and Assessment of their Suitability as Cross-taxon Indicators},
author = {Claus B\"a{\ss}ler and J\"org M\"uller and Torsten Hothorn and Thomas Kneib and Franz Badeck and Frank Dziock},
year = 2010,
journal = {Ecological Indicators},
volume = 10,
issue = 2,
doi = {10.1016/j.ecolind.2009.06.014},
pages = {341--352}
}
@article{Maloney+Weller+Russell:2009,
author = {Kelly O. Maloney and Donald E. Weller and Marc J. Russell and Torsten Hothorn},
title = {Classifying the Biological Condition of Small Streams: An Example
using Benthic Macroinvertebrates},
year = 2009,
journal = {Journal of the North American Benthological Society},
volume = 28,
number = 4,
pages = {869--884},
doi = {10.1899/08-142.1}
}
@article{Moning+Werth+Dziock:2009,
author = {Moning, Christoph and Werth, Silke and Dziock, Frank and B{\"a}ssler,
Claus and Bradtka, Johannes and Hothorn, Torsten and M\"uller, J\"org},
title = {Lichen diversity in temperate montane forests is influenced by forest
structure more than climate},
journal = {Forest Ecology and Management},
year = {2009},
volume = {258},
number = {5},
pages = {745--751},
doi = {10.1016/j.foreco.2009.05.015}
}
@article{Buehlmann+Hothorn:2009,
author = {Peter B\"uhlmann and Torsten Hothorn},
title = {Twin Boosting: Improved Feature Selection and Prediction},
journal = {Statistics and Computing},
year = 2010,
volume = 20,
number = 2,
pages = {119--138},
doi = {10.1007/s11222-009-9148-5}
}
@article{Mi+Miwa+Hothorn:2009,
author = {Xuefei Mi and Tetsuhisha Miwa and Torsten Hothorn},
title = {mvtnorm: New Numerical Algorithm for Multivariate Normal Probabilities},
journal = {The R Journal},
volume = 1,
number = 1,
year = 2009,
pages = {37--39},
code = {http://CRAN.R-project.org/package=mvtnorm}
}
@article{Hothorn+Hothorn:2009,
author = {Ludwig A. Hothorn and Torsten Hothorn},
title = {Order-restricted Scores Test for the Evaluation of
Population-based Case-control Studies when the Genetic
Model is Unknown},
year = 2009,
journal = {Biometrical Journal},
volume = 51,
number = 4,
pages = {659--669},
doi = {10.1002/bimj.200800203},
gs = {2507783183800726858},
code = {http://cran.r-project.org/web/packages/coin/vignettes/MAXtest.pdf}
}
@article{Sporn+Kustatscher+Hothorn:2009,
author = {Judith C. Sporn and Georg Kustatscher and Torsten Hothorn and Manuel Collado and
Manuel Serrano and Thomas Muley and Philipp Schnabel and Andreas G. Ladurner},
title = {Histone {macroH2A} Isoforms Predict the
Risk of Lung Cancer Recurrence},
year = 2009,
journal = {Oncogene},
volume = 28,
pages = {3423--3428}
}
@article{Hothorn+Vaeth+Hothorn:2009,
author = {Ludwig A. Hothorn and Michael Vaeth and Torsten Hothorn},
title = {Trend Tests for the Evaluation of Exposure-response
Relationships in Epidemiological Exposure Studies},
year = 2009,
journal = {Epidemiologic Perspectives \& Innovations},
url = {http://www.epi-perspectives.com/content/6/1/1},
volume = 6,
pages = 1,
doi = {10.1186/1742-5573-6-1}
}
@article{Hothorn+Hornik+VanDeWiel:2008,
author = {Torsten Hothorn and Kurt Hornik and
Mark A. van de Wiel and Achim Zeileis},
title = {Implementing a Class of Permutation Tests: The coin Package},
year = 2008,
journal = {Journal of Statistical Software},
volume = 28,
number = 8,
pages = {1--23},
doi = {10.18637/jss.v028.i08},
gs = {11644824512653044239},
url = {http://www.jstatsoft.org/v28/i08/},
code = {http://cran.r-project.org/web/packages/coin/vignettes/coin_implementation.pdf}
}
@article{Schmid+Hothorn:2008b,
author = {Matthias Schmid and Torsten Hothorn},
title = {Boosting Additive Models using Component-wise {P}-splines as Base-learners},
journal = {Computational Statistics \& Data Analysis},
year = {2008},
volume = 53,
number = 2,
pages = {298--311},
doi = {10.1016/j.csda.2008.09.009},
gs = {9844254666750962027}
}
@inproceedings{Bretz+Hothorn+Westfall:2008,
author = {Frank Bretz and Torsten Hothorn and Peter Westfall},
title = {Multiple Comparison Procedures in Linear Models},
booktitle = {Compstat 2008---Proceedings in Computational Statistics},
year = {2008},
editor = {Paula Brito},
pages = {423--431},
publisher = {Physica Verlag, Heidelberg, Germany},
isbn = {978-3-7908-2083-6},
lmuid = {16045001}
}
@article{Kneib+Hothorn+Tutz:2009,
author = {Thomas Kneib and Torsten Hothorn and Gerhard Tutz},
title = {Variable Selection and Model Choice in Geoadditive Regression Models},
journal = {Biometrics},
year = {2009},
volume = 65,
number = 2,
pages = {626--634},
doi = {10.1111/j.1541-0420.2008.01112.x},
gs = {13732128193408480571},
code = {http://CRAN.R-project.org/package=mboost},
data = {http://CRAN.R-project.org/package=mboost}
}
@article{Schmid+Hothorn:2008a,
author = {Matthias Schmid and Torsten Hothorn},
title = {Flexible Boosting of Accelerated Failure Time Models},
journal = {BMC Bioinformatics},
year = {2008},
volume = 9,
pages = {269},
doi = {10.1186/1471-2105-9-269},
gs = {4587781216622015980},
url = {http://www.biomedcentral.com/1471-2105/9/269}
}
@article{Schildetal:2008,
author = {Ralf L. Schild and Monika Maringa and J{\"o}rn Siemer and Bernhard Meurer and Natalie Hart and Tamme W. Goecke and Matthias Schmid and Torsten Hothorn and Manfred E. Hansmann},
title = {Weight Estimation by Three-Dimensional Ultrasound in the Small Fetus},
journal = {Ultrasound in Obstetrics \& Gynecology},
year = 2008,
volume = 32,
number = 2,
doi = {10.1002/uog.6111},
pages = {168--175}
}
@article{Hothorn+Bretz+Westfall:2008,
author = {Torsten Hothorn and Frank Bretz and Peter Westfall},
year = 2008,
title = {Simultaneous Inference in General Parametric Models},
journal = {Biometrical Journal},
volume = 50,
number = 3,
pages = {346--363},
doi = {10.1002/bimj.200810425},
gs = {13733321422736086043},
code = {http://cran.r-project.org/web/packages/multcomp/vignettes/generalsiminf.pdf},
data = {http://cran.r-project.org/web/packages/multcomp/vignettes/generalsiminf.pdf}
}
@article{Kneib+Mueller+Hothorn:2008,
author = {Thomas Kneib and J\"org M\"uller and Torsten Hothorn},
year = 2008,
title = {Spatial Smoothing Techniques for the Assessment of
Habitat Suitability},
journal = {Environmental and Ecological Statistics},
volume = 15,
number = 3,
pages = {343--364}
}
@article{Hothorn+Zeileis:2008,
author = {Torsten Hothorn and Achim Zeileis},
title = {Generalized Maximally Selected Statistics},
journal = {Biometrics},
year = {2008},
volume = 64,
number = 4,
pages = {1263--1269},
doi = {10.1111/j.1541-0420.2008.00995.x},
gs = {2325619114347907676},
code = {http://CRAN.R-project.org/package=coin}
}
@article{Zeileis+Hothorn+Hornik:2008,
author = {Achim Zeileis and Torsten Hothorn and Kurt Hornik},
title = {Model-based Recursive Partitioning},
journal = {Journal of Computational and Graphical Statistics},
year = {2008},
volume = 17,
number = 2,
pages = {492--514},
doi = {10.1198/106186008X319331},
gs = {7367879756256266017},
code = {http://CRAN.R-project.org/package=party}
}
@article{Haensler:2007:JVIR,
author = {Johannes H{\"a}nsler and Markus Frieser and Volker Tietz and Daniel Uhlke and
Thadaeus Wissniowsk and Thomas Bernatik and Torsten Hothorn and Eckhart G. Hahn
and Deike Strobel},
title = {Percutaneous Radio-Frequency Ablation of Liver
Tumors Using Multiple Saline-Perfused Electrodes},
journal = {Journal of Vascular and Interventional Radiology},
year = 2007,
volume = 18,
pages = {405--410}
}
@article{Buehlmann:2008:StatSci,
author = {Peter B\"{u}hlmann and Torsten Hothorn},
title = {Boosting Algorithms: Regularization, Prediction and Model Fitting},
journal = {Statistical Science},
year = {2007},
volume = {22},
number = {4},
pages = {477--505},
doi = {10.1214/07-STS242},
gs = {6346199987472654121},
arxiv = {0804.2752},
note = {with discussion},
code = {http://cran.r-project.org/web/packages/mboost/vignettes/mboost_illustrations.pdf},
data = {http://cran.r-project.org/web/packages/mboost/vignettes/mboost_illustrations.pdf}
}
@article{BuhHot2007,
author = {Peter B\"{u}hlmann and Torsten Hothorn},
title = {Rejoinder: Boosting Algorithms: Regularization, Prediction and Model Fitting},
journal = {Statistical Science},
year = {2007},
volume = {22},
number = {4},
pages = {516--522},
doi = {10.1214/07-STS242REJ},
arxiv = {0804.2777},
sici = {0883-4237(2007)22:4<516:RBARPA>2.0.CO;2-#}
}
@article{Ketelsen:2007:AcademicRadiology,
author = {Dominik Ketelsen and Falk Schr{\"o}dl and
In{\'e}s Knickenberg and Rolf A. Heckemann and
Torsten Hothorn and Winfried L. Neuhuber
and Werner A. Bautz and Markus Grunewald},
title = {Modes of Information Delivery in Radiologic Anatomy Education:
Impact on Student Performance},
year = 2007,
journal = {Academic Radiology},
volume = 14,
number = 1,
pages = {93--99}
}
@article{Eckel:2007:MethodsInformationMedicine,
author = {Karin T. Eckel and Annette Pfahlberg and
Olaf Gefeller and Torsten Hothorn},
title = {Flexible Modeling of Malignant Melanoma Survival},
journal = {Methods of Information in Medicine},
year = 2008,
volume = 47,
number = 1,
pages = {47--55}
}
@article{Mueller:2007:ForestEcologyManagement,
author = {J{\"o}rg M{\"uller} and Torsten Hothorn and Hans Pretzsch},
title = {Long-term effects of logging intensity on structures, birds,
saproxylic beetles and fungi in stands of European beech
{F}agus sylvatica L.},
journal = {Forest Ecology and Management},
year = 2007,
volume = 242,
doi = {10.1016/j.foreco.2007.01.046},
pages = {297--305}
}
@article{Boensch:2007:ChronobiologyInternational,
author = {Dominikus B{\"o}nsch and Torsten Hothorn and
Christian Krieglstein and Marlene Koch and Christina Nehmer
and Bernd Lenz and Udo Reulbach and Johannes Kornhuber
and Stefan Bleich},
title = {Daily Variations of Homocysteine Concentration may Influence
the Methylation of {DNA} in Normal Healthy Individuals},
journal = {Chronobiology International},
year = 2007,
volume = 24,
number = 2,
pages = {315--326}
}
@article{Strobl:2006:BMC-Bioinformatics,
author = {Carolin Strobl and Anne-Laure Boulesteix and Achim Zeileis and Torsten Hothorn},
title = {Bias in Random Forest Variable Importance Measures: {I}llustrations,
Sources and a Solution},
journal = {BMC Bioinformatics},
year = 2007,
volume = 8,
pages = {25},
doi = {10.1186/1471-2105-8-25},
gs = {7766317648828457249},
url = {http://www.biomedcentral.com/1471-2105/8/25/abstract},
note = {highly accessed},
code = {http://CRAN.R-project.org/package=party}
}
@article{RadespielTroger:2006:Methods-Inf-Med:17019510,
author = {Martin Radespiel-Tr{\"o}ger and Olaf Gefeller and Thomas Rabenstein and Torsten Hothorn},
title = {Association between Split Selection Instability and Predictive Error in Survival Trees},
journal = {Methods of Information in Medicine},
year = {2006},
volume = {45},
number = {5},
pages = {548--556},
pmid = {17019510}
}
@article{Hothorn:2006:Bioinformatics:16940323,
key = {576},
author = {Torsten Hothorn and Peter B{\"u}hlmann},
title = {Model-based Boosting in High Dimensions},
journal = {Bioinformatics},
year = {2006},
volume = 22,
number = 22,
pmid = {16940323},
month = {Nov},
doi = {doi:10.1093/bioinformatics/btl462},
gs = {25493904368813704},
pages = {2828--2829},
code = {http://CRAN.R-project.org/package=mboost}
}
@article{RadespielTroger:2006:Am-J-Epidemiol:16809428,
author = {Martin Radespiel-Tr{\"o}ger and Torsten Hothorn and Annette B. Pfahlberg and Olaf Gefeller},
title = {Re: Applying Recursive Partitioning to a Prospective Study of Factors Associated with Adherence to Mammography Screening Guidelines},
journal = {American Journal of Epidemiology},
year = {2006},
volume = {164},
number = {4},
pages = {400--401},
month = {Aug},
pmid = {16809428},
doi = {10.1093/aje/kwj235}
}
@article{Romer:2006:Nuklearmedizin:16547570,
author = {Wolfgang R{\"o}mer and Anton N{\"o}mayr and Holger R. Greess and Ekkehard Fiedler and G{\"u}nther Platsch and Beatrice Schuler-Thurner and Annette Pfahlberg and Torsten Hothorn and Gerold Schuler and Joachim Hornegger and Werner A. Bautz and Torsten Kuwert},
title = {Retrospective Interactive Rigid Fusion of {$^{18}$F-FDG-PET} and {CT}. {A}dditional Diagnostic Information in Melanoma Patients},
journal = {Nuklearmedizin},
year = {2006},
volume = {45},
number = {2},
pages = {88--95},
pmid = {16547570},
doi = {10.1267/NUKL06020088}
}
@article{Hothorn:2006:Biostatistics:16344280,
author = {Torsten Hothorn and Peter B{\"u}hlmann and Sandrine Dudoit and
Annette Molinaro and Mark J. van der Laan},
title = {Survival Ensembles},
journal = {Biostatistics},
year = {2006},
volume = {7},
number = {3},
pages = {355--373},
month = {Jul},
pmid = {16344280},
doi = {10.1093/biostatistics/kxj011},
gs = {13472611988861371290},
code = {http://cran.r-project.org/web/packages/mboost/vignettes/SurvivalEnsembles.pdf}
}
@article{Nomayr:2005:Nuklearmedizin:16163411,
author = {Anton N{\"o}mayr and Wolfgang R{\"o}mer and Torsten Hothorn and Annette Pfahlberg and Joachim Hornegger and Werner A. Bautz and Torsten Kuwert},
title = {Anatomical Accuracy of Lesion Localization. {R}etrospective Interactive Rigid Image Registration between {$^{18}$F-FDG-PET} and {X}-Ray {CT}},
journal = {Nuklearmedizin},
year = {2005},
volume = {44},
number = {4},
pages = {149--155},
pmid = {16163411},
doi = {10.1267/NUKL05040149}
}
@article{Muller:2006:J-Biomech:16085075,
author = {Marcus M{\"u}ller and Friedrich F. Hennig and Torsten Hothorn and Richard J. Stangl},
title = {Bone-implant Interface Shear Modulus and Ultimate Stress in a Transcortical Rabbit Model of Open-pore {Ti6Al4V} Implants},
journal = {Journal of Biomechanics},
year = {2006},
volume = {39},
number = {11},
pages = {2123--2132},
pmid = {16085075},
doi = {10.1016/j.jbiomech.2005.05.036}
}
@article{Chrastek:2005:Med-Image-Anal:15950894,
author = {Radim Chr{\'a}stek and Matthias Wolf and Klaus Donath and Heinrich Niemann and Dietrich Paulus and Torsten Hothorn and Berthold Lausen and Robert L{\"a}mmer and Christian Y. Mardin and Georg Michelson},
title = {Automated Segmentation of the Optic Nerve Head for Diagnosis of Glaucoma},
journal = {Medical Image Analysis},
year = {2005},
volume = {9},
number = {4},
pages = {297--314},
month = {Aug},
pmid = {15950894},
doi = {10.1016/j.media.2004.12.004}
}
@article{Maltaris:2005:Clin-Sci-Lond:15859943,
author = {Theodoros Maltaris and Fortunato Scalera and Dietmar Schlembach and Inge Hoffmann and Andreas M{\"u}ller and Helge Binder and Tamme G{\"o}cke and Torsten Hothorn and Ralf L. Schild and Matthias W. Beckmann and Ralf Dittrich},
title = {Increased Uterine Arterial Pressure and Contractility of Perfused Swine Uterus after Treatment with Serum from Pre-eclamptic Women and Endothelin-1},
journal = {Clinical Science},
year = {2005},
volume = {109},
number = {2},
pages = {209--215},
month = {Aug},
pmid = {15859943},
doi = {10.1042/CS20040340}
}
@article{Garcia:2005:Obes-Res:15833949,
author = {Ada L. Garcia and Karen Wagner and Torsten Hothorn and Corinna Koebnick and Hans-Joachim F. Zunft and Ulrike Trippo},
title = {Improved Prediction of Body Fat by Measuring Skinfold Thickness, Circumferences, and Bone Breadths},
journal = {Obesity},
year = {2005},
volume = {13},
number = {3},
pages = {626--634},
month = {Mar},
doi = {10.1038/oby.2005.67},
pmid = {15833949},
data = {http://CRAN.R-project.org/package=mboost}
}
@article{Bonsch:2005:Hum-Mol-Genet:15731118,
author = {Domenikus B{\"o}nsch and Thomas Lederer and Udo Reulbach and Torsten Hothorn and Johannes Kornhuber and Stefan Bleich},
title = {Joint Analysis of the {NACP-REP1} Marker within the Alpha Synuclein Gene Concludes Association with Alcohol Dependence},
journal = {Human Molecular Genetics},
year = {2005},
volume = {14},
number = {7},
pages = {967--971},
month = {Apr},
pmid = {15731118},
doi = {10.1093/hmg/ddi090}
}
@article{Romer:2005:Nuklearmedizin:15711725,
author = {Wolfgang R{\"o}mer and Ekkehard Fiedler and Marianne Pavel and Annette Pfahlberg and Torsten Hothorn and Hans Herzog and Werner A. Bautz and Torsten Kuwert},
title = {Attenuation Correction of {SPECT} Images based on Separately Performed {CT}: Effect on the Measurement of Regional Uptake Values},
journal = {Nuklearmedizin},
year = {2005},
volume = {44},
number = {1},
pages = {20--28},
month = {Feb},
pmid = {15711725},
doi = {10.1267/NUKL05010020}
}
@article{Hauschke:2003:Altern-Lab-Anim:15595901,
author = {Dieter Hauschke and Torsten Hothorn and Juliane Sch{\"a}fer},
title = {The Role of Control Groups in Mutagenicity Studies: Matching Biological and Statistical Relevance},
journal = {Alternatives to Laboratory Animals},
year = {2003},
volume = {31 Suppl 1},
pages = {65--75},
month = {Jun},
pmid = {15595901}
}
@article{Lell:2004:Eur-Radiol:15480691,
author = {Michael M. Lell and Holger R. Greess and Torsten Hothorn and Rolf Janka and Werner A. Bautz and Ulrich Baum},
title = {Multiplanar Functional Imaging of the Larynx and Hypopharynx with Multislice Spiral {CT}},
journal = {European Radiology},
year = {2004},
volume = {14},
number = {12},
pages = {2198--2205},
month = {Dec},
pmid = {15480691},
doi = {10.1007/s00330-004-2492-0}
}
@article{Gentleman:2004:Genome-Biol:15461798,
author = {Robert C. Gentleman and Vincent J Carey and Douglas M. Bates and Ben Bolstad and
Marcel Dettling and Sandrine Dudoit and Byron Ellis and Laurent Gautier and
Yongchao Ge and Jeff Gentry and Kurt Hornik and Torsten Hothorn and Wolfgang Huber
and Stefano Iacus and Rafael Irizarry and Friedrich Leisch and Cheng Li and
Martin M{\"a}chler andAnthony J. Rossini and G{\"u}nther Sawitzki and
Colin Smith and Gordon Smyth and Luke Tierney and Jean Y. H. Yang and Jianhua Zhang},
title = {Bioconductor: Open Software Development for Computational Biology and Bioinformatics},
journal = {Genome Biology},
year = {2004},
volume = {5},
number = {10},
pages = {R80},
pmid = {15461798},
doi = {10.1186/gb-2004-5-10-r80},
gs = {11210161729572299828}
}
@article{Grunewald:2004:Rofo:15173985,
author = {Markus Grunewald and Harry Gebhard and Christiane Jakob and Matthias Wagner and Torsten Hothorn and Winfried L. Neuhuber and Werner A. Bautz and Holger R. Greess},
title = {Web-based Training in Radiology--Student Course in the {Virtual University of Bavaria}},
journal = {ROFO-Fortschritte auf dem Gebiet der R{\"o}ntgenstrahlen und der bildgebenden Verfahren},
year = {2004},
volume = {176},
number = {6},
pages = {885--895},
month = {Jun},
pmid = {15173985},
doi = {10.1055/s-2004-812750}
}
@article{Adler:2004:Methods-Inf-Med:15136864,
author = {Werner Adler and Torsten Hothorn and Berthold Lausen},
title = {Simulation Based Analysis of Automated Classification of Medical Images},
journal = {Methods of Information in Medicine},
year = {2004},
volume = {43},
number = {2},
pages = {150--155},
pmid = {15136864},
doi = {10.1267/METH04020150}
}
@article{Greess:2004:Eur-Radiol:15052502,
author = {Holger R. Greess and Julia Lutze and Anton N{\"o}mayr and Wolf, H and Torsten Hothorn and Willi A. Kalender and Werner A. Bautz},
title = {Dose Reduction in Subsecond Multislice Spiral {CT} Examination of Children by Online Tube Current Modulation},
journal = {European Radiology},
year = {2004},
volume = {14},
number = {6},
pages = {995--999},
month = {Jun},
pmid = {15052502},
doi = {10.1007/s00330-004-2301-9}
}
@article{Hothorn:2004:Stat-Med:14695641,
author = {Torsten Hothorn and Berthold Lausen and Axel Benner and Martin Radespiel-Tr{\"o}ger},
title = {Bagging Survival Trees},
journal = {Statistics in Medicine},
year = {2004},
volume = {23},
number = {1},
pages = {77--91},
month = {Jan},
pmid = {14695641},
doi = {10.1002/sim.1593},
gs = {4498105606813619040},
code = {http://CRAN.R-project.org/package=party}
}
@article{Mardin:2003:J-Glaucoma:12897579,
author = {Christian Y. Mardin and Torsten Hothorn and Andrea Peters and Anselm G. J{\"u}nemann and Nhung X. Nguyen and Berthold Lausen},
title = {New Glaucoma Classification Method based on Standard {Heidelberg Retina Tomograph} Parameters by Bagging Classification Trees},
journal = {Journal of Glaucoma},
year = {2003},
volume = {12},
number = {4},
pages = {340--346},
month = {Aug},
pmid = {12897579}
}
@article{Hothorn:2006:AmStat,
key = {575},
author = {Torsten Hothorn and Kurt Hornik and
Mark A. van de Wiel and Achim Zeileis},
title = {A {L}ego System for Conditional Inference},
journal = {The American Statistician},
year = {2006},
volume = {60},
number = {3},
pages = {257--263},
doi = {10.1198/000313006X118430},
gs = {9915062934465894406},
code = {http://cran.r-project.org/web/packages/coin/vignettes/LegoCondInf.pdf}
}
@article{Lell:2006:AmJNeuro,
key = {572},
author = {Michael M. Lell and C. Fellner and Ulrich Baum and Torsten Hothorn and
Ronald Steiner and W. Lang and Werner A. Bautz and F. A. Fellner},
title = {Evaluation of Carotid Artery Stenosis with Multislice-{CT}
and Magnetic Resonance Imaging: Influence of Imaging Modality
and Postprocessing},
journal = {American Journal of Neuroradiology},
year = 2007,
volume = 28,
number = 1,
pages = {104--110}
}
@article{Hothorn:2006:JCGS,
key = {566},
author = {Torsten Hothorn and Kurt Hornik and Achim Zeileis},
title = {Unbiased Recursive Partitioning: A Conditional Inference
Framework},
journal = {Journal of Computational and Graphical Statistics},
year = 2006,
volume = 15,
number = 3,
pages = {651--674},
doi = {10.1198/106186006X133933},
gs = {12254435965356001085},
code = {http://CRAN.R-project.org/package=party}
}
@article{Peters:2005:CSDA,
key = {562},
author = {Andrea Peters and Torsten Hothorn and Berthold Lausen},
title = {Generalised Indirect Classifiers},
year = 2005,
journal = {Computational Statistics \& Data Analysis},
volume = 49,
number = 3,
pages = {849--561},
code = {http://CRAN.R-project.org/package=ipred}
}
@book{EverittHothorn2006,
key = {551},
author = {Brian S. Everitt and Torsten Hothorn},
title = {A Handbook of Statistical Analyses Using {R}},
year = 2006,
publisher = {Chapman \& Hall/CRC Press},
address = {Boca Raton, Florida, USA},
isbn = {1--58488--539--4},
code = {http://CRAN.R-project.org/package=HSAUR},
data = {http://CRAN.R-project.org/package=HSAUR}
}
@incollection{Hothorn:2005:BioC,
key = {550},
author = {Torsten Hothorn and Marcel Dettling and Peter B{\"u}hlmann},
editor = {Robert Gentleman and Vince Carey and Wolfgang Huber and
Rafael Irizarry and Sandrine Dudoit},
booktitle = {Bioinformatics and Computational Biology Solutions using
{R} and Bioconductor},
title = {Ensemble Methods of Computational Inference},
pages = {},
year = {2005},
publisher = {Springer},
address = {New York},
isbn = {0--387--25146--4}
}
@article{Mueller:2005:EurJForRes,
key = {548},
author = {J{\"o}rg M{\"u}ller and Christian Str{\"a}tz
and Torsten Hothorn},
title = {Habitat Factors for Land Snails in {E}uropean Beech Forests
with a Special Focus on Coarse Woody Debris},
journal = {European Journal of Forest Research},
year = {2005},
volume = {124},
doi = {10.1007/s10342-005-0071-9},
number = 3,
pages = {233--242}
}
@article{Lausen:2004:BiomJour,
key = {513},
author = {Berthold Lausen and Torsten Hothorn and Frank Bretz
and Martin Schumacher},
title = {Assessment of Optimal Selected Prognostic Factors},
journal = {Biometrical Journal},
year = {2004},
volume = {46},
number = {3},
pages = {364--374},
gs = {3258014918013592148},
code = {http://CRAN.R-project.org/package=maxstat}
}
@article{Hothorn:2005:JCGS,
author = {Torsten Hothorn and Friedrich Leisch
and Achim Zeileis and Kurt Hornik},
year = 2005,
title = {The Design and Analysis of Benchmark Experiments},
journal = {Journal of Computational and Graphical Statistics},
volume = 14,
number = 3,
pages = {675--699},
doi = {10.1198/106186005X59630}
}
@article{Meyer:2004:CS,
key = {489},
author = {David Meyer and Friedrich Leisch and Torsten Hothorn and Kurt Hornik},
title = {{StatDataML}: An {XML} format for statistical data},
year = 2004,
volume = 19,
number = 3,
pages = {493--509},
month = {August},
journal = {Computational Statistics}
}
@article{Mueller:2004:EurJForRes,
key = {465},
author = {J{\"o}rg M{\"u}ller and Torsten Hothorn},
title = {Maximally Selected Two-Sample Statistics as a new Tool for
the Identification and Assessment of Habitat Factors with
an Application to Breeding Bird Communities in Oak Forests},
year = {2004},
volume = 123,
journal = {European Journal of Forest Research},
pages = {218--228},
doi = {10.1007/s10342-004-0035-5},
code = {http://CRAN.R-project.org/package=maxstat},
data = {http://CRAN.R-project.org/package=maxstat}
}
@inproceedings{Hothorn:1997:CAR,
key = {425},
author = {Torsten Hothorn and Michael Walz and Karl-J\"urgen Lehmann and
Joachim Stahl and Andreas Bode and Reinhard Loose and Max Georgi},
editor = {H. U. Lemke and M. W. Vannier and K. Inamura},
title = {Radiological Image Database for Science and Education as
Network Application based on {ACR}-Index, {J}ava and {mSQL}},
booktitle = {Computer Assisted Radiology and Surgery. Proceedings of the
11th International Symposium and Exhibition CAR'97},
pages = {1013},
year = {1997},
publisher = {Elsevier},
address = {Amsterdam},
isbn = {0--444--82756--0}
}
@article{Hothorn:2002:iX,
key = {424},
author = {Torsten Hothorn and Kurt Hornik and Uwe Ligges},
title = {Das freie {S}},
journal = {iX, Magazin f{\"u}r professionelle Informationsverarbeitung},
pages = {141--143},
year = {2002},
volume = {3},
url = {http://www.heise.de/ix/}
}
@article{Rnews:Bretz+Hothorn+Westfall:2002,
key = {428},
author = {Frank Bretz and Torsten Hothorn and Peter Westfall},
title = {On Multiple Comparisons in {R}},
journal = {R News},
pages = {14--17},
year = 2002,
month = {December},
volume = 2,
number = 3,
issn = {1609--3631},
url = {http://CRAN.R-project.org/doc/Rnews/}
}
@article{Rnews:Peters+Hothorn+Lausen:2002,
key = {308},
author = {Andrea Peters and Torsten Hothorn and Berthold
Lausen},
title = {ipred: Improved Predictors},
journal = {R News},
pages = {33--36},
year = {2002},
month = {June},
volume = 2,
number = 2,
issn = {1609--3631},
url = {http://CRAN.R-project.org/doc/Rnews/}
}
@article{Rnews:Zeileis+Hothorn:2002,
key = {427},
author = {Achim Zeileis and Torsten Hothorn},
title = {Diagnostic Checking in Regression Relationships},
journal = {R News},
pages = {7--10},
year = 2002,
month = {December},
volume = 2,
number = 3,
issn = {1609--3631},
url = {http://CRAN.R-project.org/doc/Rnews/}
}
@article{Bolte:1998:JTele,
key = {426},
author = {Robert Bolte and Michael Walz and Karl-J\"urgen Lehmann and Torsten Hothorn and
Carsten Brill and Ludwig A. Hothorn and Max Georgi},
title = {Teleradiology: Results of a Questionnaire of German
Radiologists},
journal = {Journal of Telemedicine and Telecare},
pages = {69--71},
year = {1998},
volume = {4, Suppl. 1},
number = {1, Suppl. 1}
}
@article{Pflueger:2002:BiomJour,
key = {309},
author = {Rafael Pfl{\"u}ger and Torsten Hothorn},
title = {Assessing Equivalence Tests with Respect to their Expected $p$-Value},
journal = {Biometrical Journal},
pages = {1002--1027},
year = {2002},
volume = {44},
number = {8}
}
@inproceedings{Hothorn:2002:GfKl,
key = {217},
author = {Torsten Hothorn and Istvan P{\'a}l and Olaf Gefeller and
Berthold Lausen and Georg Michelson and Dietrich Paulus},
editor = {M. Schwaiger and O. Opitz},
title = {Automated Classification of Optic Nerve Head
Topography Images for Glaucoma Screening},
booktitle = {Studies in Classification, Data Analysis, and Knowledge
Organization: Exploratory Data Analysis in Empirical Research},
pages = {346--356},
year = {2003},
publisher = {Springer},
address = {Heidelberg},
issn = {1431--8814}
}
@inproceedings{Hothorn:2002:IFCS,
key = {247},
author = {Torsten Hothorn and Berthold Lausen},
editor = {K. Jajuga and A. Soko{\l}owski and H.-H. Bock},
title = {Bagging Combined Classifiers},
booktitle = {Classification, Clustering and Data Analysis: Recent Advances
and Applications},
pages = {177--184},
year = {2002},
publisher = {Springer},
address = {Heidelberg},
issn = {1431--8814}
}
@article{Hothorn:2003:AIM,
key = {243},
author = {Torsten Hothorn and Berthold Lausen},
title = {Bagging Tree Classifiers for Laser Scanning Images: Data- and
Simulation-based Strategy},
journal = {Artificial Intelligence in Medicine},
pages = {65--79},
year = {2003},
volume = {27}
}
@inproceedings{HothornLausen:2002:CompStat,
key = {335},
author = {Torsten Hothorn and Berthold Lausen},
editor = {W. H\"ardle and B. R\"onz},
title = {Bagging Tree Classifiers for Glaucoma Diagnosis},
booktitle = {Proceedings in Computational Statistics: COMPSTAT 2002},
pages = {183--188},
year = {2002},
publisher = {Physica-Verlag},
address = {Heidelberg},
isbn = {3--7908--1517--9}
}
@phdthesis{Hothorn:2003:Diss,
key = {365},
author = {Torsten Hothorn},
title = {Bundling Classifiers with an Application to
Glaucoma Diagnosis},
year = {2003},
address = {Germany},
school = {Department of Statistics,
University of Dortmund},
type = {Dissertation},
url = {http://eldorado.uni-dortmund.de:8080/bitstream/2003/2790/1/hothornunt.pdf}
}
@inproceedings{Hothorn:2003:DSC,
key = {372},
author = {Torsten Hothorn},
editor = {Kurt Hornik and Friedrich Leisch and
Achim Zeileis},
title = {Bundling in {R}},
booktitle = {Proceedings of the 3rd International Workshop
on Distributed Statistical Computing},
organization = {Technische Universit{\"a}t Wien},
year = {2003},
month = {March},
address = {Vienna, Austria},
note = {{I}SSN 1609-395X},
url = {http://www.ci.tuwien.ac.at/Conferences/DSC-2003/}
}
@article{Hothorn:2005:CSDA,
key = {363},
author = {Torsten Hothorn and Berthold Lausen},
title = {Bundling Classifiers by Bagging Trees},
journal = {Computational Statistics \& Data Analysis},
year = {2005},
volume = 49,
pages = {1068--1078},
code = {http://CRAN.R-project.org/package=ipred}
}
@article{Hothorn:2003:PR,
key = {247},
author = {Torsten Hothorn and Berthold Lausen},
title = {Double-Bagging: Combining Classifiers by Bootstrap Aggregation},
journal = {Pattern Recognition},
pages = {1303--1309},
year = {2003},
volume = {36},
number = {6},
code = {http://CRAN.R-project.org/package=ipred}
}
@incollection{HothornHornik:2002:CompStat,
key = {336},
author = {Torsten Hothorn and Kurt Hornik},
editor = {W. H\"ardle and B. R\"onz},
title = {Exact Nonparametric Inference in {R}},
booktitle = {Proceedings in Computational Statistics: COMPSTAT 2002},
pages = {355--360},
year = {2002},
publisher = {Physica-Verlag},
address = {Heidelberg},
code = {http://CRAN.R-project.org/package=exactRankTests}
}
@article{Koebnick:2002:ClinChem,
key = {338},
author = {Corianna Koebnick and Ulrike A. Heins and Pieter C. Dagnelie and Sunitha N.
Wickramasinghe and Indrika D. Ratnayaka and Torsten Hothorn and Annette
Pfahlberg and Ingrid Hoffmann and Jan Lindemans and Claus Leitzmann},
title = {Longitudinal Concentrations of Vitamin {B12}
and Vitamin {B12}-binding Proteins during Uncomplicated Pregnancy},
journal = {Clinical Chemistry},
pages = {928--933},
year = {2002},
volume = {48},
number = {6}
}
@article{Rnews:Hothorn:2001,
author = {Torsten Hothorn},
title = {On Exact Rank Tests in {R}},
journal = {R News},
year = 2001,
volume = 1,
number = 1,
pages = {11--12},
month = {January},
issn = {1609--3631},
url = {http://CRAN.R-project.org/doc/Rnews/}
}
@article{Rnews:Hothorn+Lausen:2002,
author = {Torsten Hothorn and Berthold Lausen},
title = {Maximally Selected Rank Statistics in {R}},
journal = {R News},
year = 2002,
volume = 2,
number = 1,
pages = {3--5},
month = {March},
issn = {1609--3631},
url = {http://CRAN.R-project.org/doc/Rnews/}
}
@article{Rnews:Hothorn+Bretz+Genz:2001,
author = {Torsten Hothorn and Frank Bretz and Alan Genz},
title = {On Multivariate $t$ and {Gau{\ss}} Probabilities in {R}},
journal = {R News},
year = 2001,
volume = 1,
number = 2,
pages = {27--29},
month = {June},
issn = {1609--3631},
url = {http://CRAN.R-project.org/doc/Rnews/}
}
@article{Hothorn:2003:CSDA,
key = {186},
author = {Torsten Hothorn and Berthold Lausen},
title = {On the Exact Distribution of Maximally Selected Rank Statistics},
journal = {Computational Statistics \& Data Analysis},
pages = {121--137},
year = {2003},
month = {June},
volume = {43},
number = {2},
code = {http://CRAN.R-project.org/package=maxstat}
}
@inproceedings{Hothorn:2001:DSC,
key = {263},
author = {Torsten Hothorn and David A. James and Brian D. Ripley},
editor = {Kurt Hornik and Friedrich Leisch},
title = {{R{/}S} Interfaces to Databases},
booktitle = {Proceedings of the 2nd International Workshop on Distributed
Statistical Computing, March 15-17, 2001, Technische
Universit\"at Wien, Vienna, Austria},
year = {2001},
issn = {1609--395X},
url = {http://www.ci.tuwien.ac.at/Conferences/DSC-2001/Proceedings/}
}
@article{Wolz:2006:Nuklearmedizin,
author = {Gabriele Wolz and Anton N{\"o}mayr and Torsten Hothorn and Joachim Hornegger and
Wolfgang R{\"o}mer and Werner A. Bautz and Torsten Kuwert},
title = {Anatomical Accuracy of Interactive and Automated Rigid Registration between
{X}-Ray-{CT} and {FDG-PET}},
journal = {Nuklearmedizin},
year = 2007,
volume = 46,
number = 1,
pages = {43--48}
}
@manual{pkg:exactRankTests,
title = {exactRankTests: Exact Distributions for Rank and Permutation Tests},
author = {Torsten Hothorn and Kurt Hornik},
year = {2022},
note = {R package version 0.8-35},
doi = {10.32614/CRAN.package.exactRankTests}
}
@manual{pkg:maxstat,
title = {maxstat: Maximally Selected Rank Statistics},
author = {Torsten Hothorn},
year = {2017},
note = {R package version 0.7-25},
doi = {10.32614/CRAN.package.maxstat}
}
@manual{pkg:mvtnorm,
title = {mvtnorm: Multivariate Normal and t Distributions},
author = {Alan Genz and Frank Bretz and Tetsuhisa Miwa and Xuefei Mi and Torsten Hothorn},
year = {2024},
note = {R package version 1.2-6},
doi = {10.32614/CRAN.package.mvtnorm}
}
@manual{pkg:lmtest,
title = {lmtest: Testing Linear Regression Models},
author = {Torsten Hothorn and Achim Zeileis and Richard W. Farebrother and Clint Cummins},
year = {2022},
note = {R package version 0.9-40},
doi = {10.32614/CRAN.package.lmtest}
}
@manual{pkg:party,
title = {party: A Laboratory for Recursive Partytioning},
author = {Torsten Hothorn and Kurt Hornik and Carolin Strobl and Achim Zeileis},
year = {2024},
note = {R package version 1.3-15},
doi = {10.32614/CRAN.package.party}
}
@manual{pkg:libcoin,
title = {libcoin: Linear Test Statistics for Permutation Inference},
author = {Torsten Hothorn and Henric Winell},
year = {2023},
note = {R package version 1.0-10},
doi = {10.32614/CRAN.package.libcoin}
}
@manual{pkg:inum,
title = {inum: Interval and Enum-Type Representation of Vectors},
author = {Torsten Hothorn},
year = {2023},
note = {R package version 1.0-5},
doi = {10.32614/CRAN.package.inum}
}
@manual{pkg:mlt.docreg,
title = {mlt.docreg: Most Likely Transformations: Documentation and Regression Tests},
author = {Torsten Hothorn},
year = {2024},
note = {R package version 1.1-8},
doi = {10.32614/CRAN.package.mlt.docreg}
}
@manual{pkg:TH.data,
title = {TH.data: TH's Data Archive},
author = {Torsten Hothorn},
year = {2023},
note = {R package version 1.1-2},
doi = {10.32614/CRAN.package.TH.data}
}
@manual{pkg:coin,
title = {coin: Conditional Inference Procedures in a Permutation Test Framework},
author = {Torsten Hothorn and Henric Winell and Kurt Hornik and Mark A. {van de Wiel} and Achim Zeileis},
year = {2023},
note = {R package version 1.4-3},
doi = {10.32614/CRAN.package.coin}
}
@manual{pkg:multcomp,
title = {multcomp: Simultaneous Inference in General Parametric Models},
author = {Torsten Hothorn and Frank Bretz and Peter Westfall},
year = {2023},
note = {R package version 1.4-25},
doi = {10.32614/CRAN.package.multcomp}
}
@manual{pkg:modeltools,
title = {modeltools: Tools and Classes for Statistical Models},
author = {Torsten Hothorn and Friedrich Leisch and Achim Zeileis},
year = {2020},
note = {R package version 0.2-23},
doi = {10.32614/CRAN.package.modeltools}
}
@manual{pkg:mboost,
title = {mboost: Model-Based Boosting},
author = {Torsten Hothorn and Peter B{\"u}hlmann and Thomas Kneib and Matthias Schmid and Benjamin Hofner},
year = {2024},
note = {R package version 2.9-10},
doi = {10.32614/CRAN.package.mboost}
}
@manual{pkg:ipred,
title = {ipred: Improved Predictors},
author = {Andrea Peters and Torsten Hothorn},
year = {2023},
note = {R package version 0.9-14},
doi = {10.32614/CRAN.package.ipred}
}
@manual{pkg:trtf,
title = {trtf: Transformation Trees and Forests},
author = {Torsten Hothorn},
year = {2023},
note = {R package version 0.4-2},
doi = {10.32614/CRAN.package.trtf}
}
@manual{pkg:ATR,
title = {ATR: Alternative Tree Representation},
author = {Torsten Hothorn},
year = {2020},
note = {R package version 0.1-1},
doi = {10.32614/CRAN.package.ATR}
}
@manual{pkg:partykit,
title = {partykit: A Toolkit for Recursive Partytioning},
author = {Torsten Hothorn and Achim Zeileis},
year = {2023},
note = {R package version 1.2-20},
doi = {10.32614/CRAN.package.partykit}
}
@manual{pkg:HSAUR,
title = {HSAUR: A Handbook of Statistical Analyses Using R (1st Edition)},
author = {Brian S. Everitt and Torsten Hothorn},
year = {2022},
note = {R package version 1.3-10},
doi = {10.32614/CRAN.package.HSAUR}
}
@manual{pkg:HSAUR2,
title = {HSAUR2: A Handbook of Statistical Analyses Using R (2nd Edition)},
author = {Brian S. Everitt and Torsten Hothorn},
year = {2023},
note = {R package version 1.1-20},
doi = {10.32614/CRAN.package.HSAUR2}
}
@manual{pkg:HSAUR3,
title = {HSAUR3: A Handbook of Statistical Analyses Using R (3rd Edition)},
author = {Torsten Hothorn and Brian S. Everitt},
year = {2023},
note = {R package version 1.0-14},
doi = {10.32614/CRAN.package.HSAUR3}
}
@manual{pkg:MVA,
title = {MVA: An Introduction to Applied Multivariate Analysis with R},
author = {Brian S. Everitt and Torsten Hothorn},
year = {2022},
note = {R package version 1.0-8},
doi = {10.32614/CRAN.package.MVA}
}
@manual{pkg:stabs,
title = {stabs: Stability Selection with Error Control},
author = {Benjamin Hofner and Torsten Hothorn},
year = {2021},
note = {R package version 0.6-4},
doi = {10.32614/CRAN.package.stabs}
}
@manual{pkg:basefun,
title = {basefun: Infrastructure for Computing with Basis Functions},
author = {Torsten Hothorn},
year = {2024},
note = {R package version 1.2-0},
doi = {10.32614/CRAN.package.basefun}
}
@manual{pkg:variables,
title = {variables: Variable Descriptions},
author = {Torsten Hothorn},
year = {2021},
note = {R package version 1.1-1},
doi = {10.32614/CRAN.package.variables}
}
@manual{pkg:model4you,
title = {model4you: Stratified and Personalised Models Based on Model-Based Trees
and Forests},
author = {Heidi Seibold and Achim Zeileis and Torsten Hothorn},
year = {2021},
note = {R package version 0.9-7},
doi = {10.32614/CRAN.package.model4you}
}
@manual{pkg:tram,
title = {tram: Transformation Models},
author = {Torsten Hothorn and Luisa Barbanti and Sandra Siegfried},
year = {2024},
note = {R package version 1.0-4},
doi = {10.32614/CRAN.package.tram}
}
@manual{pkg:tbm,
title = {tbm: Transformation Boosting Machines},
author = {Torsten Hothorn},
year = {2024},
note = {R package version 0.3-6},
doi = {10.32614/CRAN.package.tbm}
}
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