Torsten Hothorn
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Torsten Hothorn's Degrees
- PhD Statistics University of Zurich
- Masters Statistics University of Zurich
- Bachelors Mathematics University of Zurich
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(Suggest an Edit or Addition)Torsten Hothorn's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Bioconductor: open software development for computational biology and bioinformatics (2004) (12224)
- Simultaneous Inference in General Parametric Models (2008) (10275)
- Unbiased Recursive Partitioning: A Conditional Inference Framework (2006) (3119)
- Bias in random forest variable importance measures: Illustrations, sources and a solution (2007) (2596)
- Diagnostic Checking in Regression Relationships (2015) (1301)
- Implementing a Class of Permutation Tests: The coin Package (2008) (1145)
- Multiple Comparisons Using R (2010) (979)
- BOOSTING ALGORITHMS: REGULARIZATION, PREDICTION AND MODEL FITTING (2007) (936)
- A Lego System for Conditional Inference (2006) (680)
- Partykit: a modular toolkit for recursive partytioning in R (2015) (614)
- Model-Based Recursive Partitioning (2008) (575)
- Preoperative chemoradiotherapy and postoperative chemotherapy with fluorouracil and oxaliplatin versus fluorouracil alone in locally advanced rectal cancer: initial results of the German CAO/ARO/AIO-04 randomised phase 3 trial. (2012) (562)
- 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. (2015) (512)
- Survival ensembles. (2006) (473)
- On the Exact Distribution of Maximally Selected Rank Statistics (2002) (469)
- A Handbook of Statistical Analyses using R (2006) (454)
- An Introduction to Applied Multivariate Analysis with R (2011) (424)
- Exploratory Factor Analysis (2011) (372)
- party : A Laboratory for Recursive Partytioning (2009) (303)
- A Robust Procedure for Comparing Multiple Means under Heteroscedasticity in Unbalanced Designs (2010) (255)
- Bagging survival trees (2002) (230)
- Multivariate Normal and t Distributions (2016) (225)
- Impacts of salvage logging on biodiversity: a meta-analysis. (2018) (225)
- Automated segmentation of the optic nerve head for diagnosis of glaucoma (2005) (205)
- Generalized Maximally Selected Statistics (2008) (202)
- The Design and Analysis of Benchmark Experiments (2005) (195)
- Model-based Boosting 2.0 (2010) (193)
- Association of extinction risk of saproxylic beetles with ecological degradation of forests in Europe (2015) (192)
- Understanding Child Stunting in India: A Comprehensive Analysis of Socio-Economic, Nutritional and Environmental Determinants Using Additive Quantile Regression (2013) (184)
- Crowdsourced analysis of clinical trial data to predict amyotrophic lateral sclerosis progression (2014) (180)
- Histone macroH2A isoforms predict the risk of lung cancer recurrence (2009) (169)
- Simultaneous Inference (2009) (166)
- Small beetle, large-scale drivers: how regional and landscape factors affect outbreaks of the European spruce bark beetle. (2016) (155)
- Identifying Risk Factors for Severe Childhood Malnutrition by Boosting Additive Quantile Regression (2011) (154)
- A new variable importance measure for random forests with missing data (2014) (153)
- A New, Conditional Variable-Importance Measure for Random Forests Available in the party Package (2009) (144)
- Exact Distributions for Rank and Permutation Tests (2015) (141)
- Boosting additive models using component-wise P-Splines (2008) (133)
- Variable Selection and Model Choice in Geoadditive Regression Models (2009) (133)
- Aggregative response in bats: prey abundance versus habitat (2012) (132)
- Double-Bagging: Combining Classifiers by Bootstrap Aggregation (2002) (127)
- Model-Based Recursive Partitioning for Subgroup Analyses (2016) (124)
- Detecting treatment-subgroup interactions in clustered data with generalized linear mixed-effects model trees (2018) (118)
- Dose reduction in subsecond multislice spiral CT examination of children by online tube current modulation (2004) (112)
- Lichen diversity in temperate montane forests is influenced by forest structure more than climate (2009) (108)
- Assessment of Optimal Selected Prognostic Factors (2002) (104)
- Longitudinal concentrations of vitamin B(12) and vitamin B(12)-binding proteins during uncomplicated pregnancy. (2002) (103)
- Long-term effects of logging intensity on structures, birds, saproxylic beetles and wood-inhabiting fungi in stands of European beech Fagus sylvatica L. (2007) (103)
- Bundling Classifiers by Bagging Trees (2002) (102)
- Conditional Inference Procedures in a Permutation Test Framework (2015) (102)
- A Framework for Unbiased Model Selection Based on Boosting (2011) (98)
- Tumor Regression Grading After Preoperative Chemoradiotherapy as a Prognostic Factor and Individual-Level Surrogate for Disease-Free Survival in Rectal Cancer (2017) (95)
- Conditional transformation models (2012) (91)
- Most Likely Transformations (2015) (86)
- Bias in Random Forest Variable Importance Measures (2006) (83)
- Decomposing environmental, spatial, and spatiotemporal components of species distributions (2011) (82)
- Large-scale reduction of ungulate browsing by managed sport hunting. (2010) (82)
- Improved prediction of body fat by measuring skinfold thickness, circumferences, and bone breadths. (2005) (79)
- Habitat factors for land snails in European beech forests with a special focus on coarse woody debris (2005) (77)
- Bagging Tree Classifiers for Laser Scanning Images: Data and Simulation Based Strategy (2002) (76)
- Radar vision in the mapping of forest biodiversity from space (2019) (76)
- Flexible boosting of accelerated failure time models (2008) (75)
- Joint analysis of the NACP-REP1 marker within the alpha synuclein gene concludes association with alcohol dependence. (2005) (72)
- Evaluation of carotid artery stenosis with multisection CT and MR imaging: influence of imaging modality and postprocessing. (2007) (70)
- Case studies in reproducibility (2011) (68)
- Distributional regression forests for probabilistic precipitation forecasting in complex terrain (2018) (67)
- The contribution of insects to global forest deadwood decomposition (2021) (66)
- An experimental test of the habitat-amount hypothesis for saproxylic beetles in a forested region. (2017) (66)
- ctree : Conditional Inference Trees (2015) (66)
- A Handbook of Statistical Analyses Using R, Second Edition (2009) (65)
- Challenges for defining minimal clinically important difference (MCID) after spinal cord injury (2014) (64)
- A Laboratory for Recursive Partytioning (2015) (63)
- Twin Boosting: improved feature selection and prediction (2010) (62)
- Estimation of the extinction risk for high-montane species as a consequence of global warming and assessment of their suitability as cross-taxon indicators (2010) (61)
- Preoperative chemoradiotherapy and postoperative chemotherapy with 5-fluorouracil and oxaliplatin versus 5-fluorouracil alone in locally advanced rectal cancer: First results of the German CAO/ARO/AIO-04 randomized phase III trial. (2011) (61)
- Model-based boosting in high dimensions (2006) (60)
- Large-Scale Model-Based Assessment of Deer-Vehicle Collision Risk (2012) (60)
- New Insights into the Consequences of Post-Windthrow Salvage Logging Revealed by Functional Structure of Saproxylic Beetles Assemblages (2014) (59)
- RandomForest4Life: A Random Forest for predicting ALS disease progression (2014) (58)
- Identifying Homogeneous Subgroups in Neurological Disorders (2014) (58)
- Temporal patterns of deer-vehicle collisions consistent with deer activity pattern and density increase but not general accident risk. (2015) (57)
- Preoperative chemoradiotherapy and postoperative chemotherapy with 5-fluorouracil and oxaliplatin versus 5-fluorouracil alone in locally advanced rectal cancer: First results of the German CAO/ARO/AIO-04 randomized phase III trial. (2011) (56)
- Exploratory and Inferential Analysis of Benchmark Experiments (2008) (54)
- Neoadjuvant rectal score as individual-level surrogate for disease-free survival in rectal cancer in the CAO/ARO/AIO-04 randomized phase III trial (2018) (53)
- Heterogeneity–diversity relationships differ between and within trophic levels in temperate forests (2020) (52)
- The functional linear array model (2015) (52)
- partykit : A Toolkit for Recursive Partytioning (2015) (52)
- Model-Based Boosting (2015) (51)
- Party on! (2009) (48)
- Boosting techniques for nonlinear time series models (2012) (48)
- O-0028PREOPERATIVE CHEMORADIOTHERAPY AND POSTOPERATIVE CHEMOTHERAPY WITH 5-FLUOROURACIL AND OXALIPLATIN VERSUS 5-FLUOROURACIL ALONE IN LOCALLY ADVANCED RECTAL CANCER: RESULTS OF THE GERMAN CAO/ARO/AIO-04 RANDOMIZED PHASE III TRIAL (2014) (48)
- A Handbook of Statistical Analyses Using R (3rd Edition) (2013) (46)
- Multiplanar functional imaging of the larynx and hypopharynx with multislice spiral CT (2004) (45)
- Insects Overshoot the Expected Upslope Shift Caused by Climate Warming (2013) (45)
- A unified framework of constrained regression (2014) (45)
- Individual treatment effect prediction for amyotrophic lateral sclerosis patients (2018) (45)
- Recursive partitioning on incomplete data using surrogate decisions and multiple imputation (2012) (44)
- Testing the additional predictive value of high-dimensional molecular data (2010) (44)
- Creating a landscape of management: Unintended effects on the variation of browsing pressure in a national park (2015) (43)
- Most Likely Transformations: The mlt Package (2020) (43)
- Daily Variations of Homocysteine Concentration May Influence Methylation of DNA in Normal Healthy Individuals (2007) (41)
- Testing Linear Regression Models (2015) (40)
- Survival and causes of death of European Roe Deer before and after Eurasian Lynx reintroduction in the Bavarian Forest National Park (2012) (40)
- BARD1 Expression Predicts Outcome in Colon Cancer (2011) (40)
- Weight estimation by three‐dimensional ultrasound imaging in the small fetus (2008) (39)
- Bone-implant interface shear modulus and ultimate stress in a transcortical rabbit model of open-pore Ti6Al4V implants. (2006) (38)
- Estimation and regularization techniques for regression models with multidimensional prediction functions (2010) (37)
- Spatial smoothing techniques for the assessment of habitat suitability (2008) (37)
- Prediction intervals for future BMI values of individual children - a non-parametric approach by quantile boosting (2012) (37)
- Protected areas shape the spatial distribution of a European lynx population more than 20 years after reintroduction (2014) (36)
- New glaucoma classification method based on standard Heidelberg Retina Tomograph parameters by bagging classification trees. (2003) (36)
- Wildlife warning reflectors do not mitigate wildlife-vehicle collisions on roads. (2018) (35)
- Random Forests with Missing Values in the Covariates (2010) (34)
- Geoadditive regression modeling of stream biological condition (2010) (33)
- 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 (2004) (33)
- mvtnorm: New numerical algorithm for multivariate normal probabilities (2009) (33)
- Attenuation correction of SPECT images based on separately performed CT (2005) (32)
- Relationship of insect biomass and richness with land use along a climate gradient (2021) (32)
- Classifying the biological condition of small streams: an example using benthic macroinvertebrates (2009) (32)
- Land use is more important than climate for species richness and composition of bat assemblages on a regional scale (2011) (31)
- Transformation Forests (2017) (31)
- Order‐restricted Scores Test for the Evaluation of Population‐based Case–control Studies when the Genetic Model is Unknown (2009) (30)
- Toward Inclusive Trial Protocols in Heterogeneous Neurological Disorders (2015) (29)
- Party on! A new, conditional variable importance measure available in the party package (2009) (29)
- On Multiple Comparisons in R ∗ (2004) (29)
- Percutaneous radiofrequency ablation of liver tumors using multiple saline-perfused electrodes. (2007) (28)
- Activity patterns of European roe deer (Capreolus capreolus) are strongly influenced by individual behaviour (2013) (27)
- Monotonicity-constrained species distribution models. (2011) (26)
- Modes of information delivery in radiologic anatomy education: Impact on student performance. (2007) (26)
- Predictive Distribution Modeling Using Transformation Forests (2021) (23)
- Boosting Structured Additive Quantile Regression for Longitudinal Childhood Obesity Data (2013) (23)
- Simultaneous Inference in General Parametric Models [R package multcomp version 1.4-14] (2020) (23)
- Ordinal Neural Network Transformation Models: Deep and interpretable regression models for ordinal outcomes (2020) (23)
- Multiple Comparison Procedures in Linear Models (2008) (22)
- Transformation boosting machines (2019) (22)
- Continuous outcome logistic regression for analyzing body mass index distributions (2017) (22)
- Variable selection and model choice in structured survival models (2013) (20)
- Count transformation models (2020) (20)
- A toolbox of permutation tests for structural change (2013) (19)
- party with the mob : Model-Based Recursive Partitioning in R (2009) (19)
- Anatomical accuracy of interactive and automated rigid registration between X-ray CT and FDG-PET (2007) (19)
- Increased uterine arterial pressure and contractility of perfused swine uterus after treatment with serum from pre-eclamptic women and endothelin-1. (2005) (19)
- ON MULTIVARIATE t AND GAUSS PROBABILITIES IN R (2016) (18)
- Foraging in a changing environment: habitat shifts of an oceanic predator over the last half century (2013) (18)
- Biometrical Journal and Reproducible Research (2009) (18)
- REJOINDER: BOOSTING ALGORITHMS: REGULARIZATION, PREDICTION AND MODEL FITTING (2007) (18)
- 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 III trial (2018) (18)
- [Anatomical accuracy of lesion localization. Retrospective interactive rigid image registration between 18F-FDG-PET and X-ray CT]. (2005) (17)
- Deep transformation models: Tackling complex regression problems with neural network based transformation models (2020) (17)
- Multivariate conditional transformation models (2019) (17)
- Retrospective interactive rigid fusion of (18)F-FDG-PET and CT. Additional diagnostic information in melanoma patients. (2006) (17)
- Individual treatment effect prediction for ALS patients (2016) (17)
- Executable Papers for the R Community: The R2 Platform for Reproducible Research (2011) (17)
- Multivariate Normal and t Distributions [R package mvtnorm version 1.1-1] (2020) (17)
- Generalised linear model trees with global additive effects (2016) (17)
- Trend tests for the evaluation of exposure-response relationships in epidemiological exposure studies (2009) (17)
- Deep Conditional Transformation Models (2020) (17)
- The impact of prepartum factor XIII activity on postpartum blood loss (2019) (17)
- Simulation Based Analysis of Automated Classification of Medical Images (2004) (16)
- Predicting Ellenberg's soil moisture indicator value in the Bavarian Alps using additive georegression (2013) (16)
- New Numerical Algorithm for Multivariate Normal Probabilities in Package mvtnorm (2009) (16)
- Top-down transformation choice (2017) (16)
- CRAN Task View: Machine Learning & Statistical Learning (2020) (16)
- Association between Split Selection Instability and Predictive Error in Survival Trees (2006) (15)
- Cranial dural arteriovenous shunts. Part 4. Clinical presentation of the shunts with leptomeningeal venous drainage (2015) (15)
- Higher incidence of retinopathy of prematurity in extremely preterm infants associated with improved survival rates (2020) (15)
- Spatio‐phylogenetic multispecies distribution models (2015) (14)
- Domain-Based Benchmark Experiments: Exploratory and Inferential Analysis (2016) (14)
- Quantifying the relative influence of terminal shoot browsing by ungulates on tree regeneration (2019) (13)
- Deadwood retention in forests lowers short-term browsing pressure on silver fir saplings by overabundant deer (2019) (13)
- Stability Selection with Error Control (2015) (12)
- Teleradiology: results of a questionnaire of German radiologists (1998) (12)
- PRINCIPAL COMPONENTS ANALYSIS (2005) (12)
- Automated Segmentation of the Optic Nerve Head for Glaucoma Diagnosis (2003) (12)
- Conditional Transformation Models for Survivor Function Estimation (2015) (11)
- Regionalizing Indicator Values for Soil Reaction in the Bavarian Alps – from Averages to Multivariate Spectra (2014) (11)
- tramME: Mixed-Effects Transformation Models Using Template Model Builder (2021) (10)
- Ungulate Species and Abundance as well as Environmental Factors Determine the Probability of Terminal Shoot Browsing on Temperate Forest Trees (2020) (10)
- An empirical comparison of two novel transformation models (2019) (9)
- Dunnett‐type inference in the frailty Cox model with covariates (2012) (9)
- Multiple Comparisons Procedures in Parametric Models (2010) (9)
- Estimating patient-specific treatment advantages in the 'Treatment for Adolescents with Depression Study'. (2018) (9)
- A PAUC-based Estimation Technique for Disease Classification and Biomarker Selection (2012) (9)
- Model-based random forests for ordinal regression (2020) (9)
- The Power of Unbiased Recursive Partitioning: A Unifying View of CTree, MOB, and GUIDE. (2019) (9)
- A re-evaluation of the statistical model in Pollet and Nettle 2009 (2010) (9)
- A Laboratory for Recursive Partytioning [R package party version 1.3-5] (2020) (8)
- Circular regression trees and forests with an application to probabilistic wind direction forecasting (2020) (8)
- Random Forest variable importance with missing data (2012) (8)
- Bundling classifiers with an application to glaucoma diagnosis (2003) (8)
- model4you: An R Package for Personalised Treatment Effect Estimation (2019) (8)
- Exact Nonparametric Inference in R (2002) (8)
- StatDataML: An XML Format for Statistical Data (2004) (7)
- coin : A Computational Framework for Conditional Inference (2009) (7)
- Estimation of a Predictor’s Importance by Random Forests When There Is Missing Data: RISK Prediction in Liver Surgery using Laboratory Data (2014) (7)
- Evaluating Model-based Trees in Practice (2006) (7)
- Web-basiertes Training in der Radiologie - Studentenkurs in der Virtuellen Hochschule Bayern (VHB) (2004) (7)
- Anatomische Genauigkeit der interaktiven und automatischen rigiden Registrierung zwischen Röntgen-CT und FDG-PET (2007) (7)
- A Toolkit for Recursive Partytioning (2015) (7)
- Unbiased Recursive Partitioning Enables Robust and Reliable Outcome Prediction in Acute SCI. (2021) (7)
- R/S Interfaces to Databases (2001) (7)
- Extinction risk of saproxylic beetles reflects the ecological degradation of forests in Europe (2015) (7)
- Forest inventories are a valuable data source for habitat modelling of forest species: an alternative to remote-sensing data (2013) (7)
- The Analysis of Repeated Measures Data (2005) (7)
- Challenges for de fi ning minimal clinically important difference ( MCID ) after spinal cord injury (2014) (6)
- Baseline-adjusted proportional odds models for the quantification of treatment effects in trials with ordinal sum score outcomes (2020) (6)
- Testing Linear Regression Models [R package lmtest version 0.9-38] (2020) (6)
- Insights from regional and short‐term biodiversity monitoring datasets are valuable: a reply to Daskalova et al. 2021 (2021) (6)
- Logistic Regression and Generalised Linear Models: Blood Screening, Women’s Role in Society, and Colonic Polyps (2006) (6)
- Survival forests under test: Impact of the proportional hazards assumption on prognostic and predictive forests for amyotrophic lateral sclerosis survival (2019) (6)
- Assessing relative COVID-19 mortality: a Swiss population-based study (2021) (6)
- The Role of Control Groups in Mutagenicity Studies: Matching Biological and Statistical Relevance 1 (2003) (6)
- Comparison of performance between rigid and non-rigid software registering CT to FDG-PET (2007) (6)
- Boosting Algorithms: Regularization, Prediction and Model Fitting. Rejoinder. (2007) (5)
- Glaucoma Diagnosis by Indirect Classifiers (2002) (5)
- Boosting – An Unusual Yet Attractive Optimiser (2014) (5)
- Bagging Combined Classifiers (2002) (5)
- Predicting birth weight with conditionally linear transformation models (2016) (5)
- Autoregressive transitional ordinal model to test for treatment effect in neurological trials with complex endpoints (2016) (5)
- Parties , Models , Mobsters : A New Implementation of Model-Based Recursive Partitioning in R (2015) (5)
- Probabilistic time series forecasts with autoregressive transformation models (2021) (5)
- Short‐distance attraction of saproxylic Heteroptera to olfactory cues (2016) (5)
- Determination of optimal prediction oriented multivariate latent factor models using loss functions (2002) (5)
- Multiple Curve Comparisons with an Application to the Formation of the Dorsal Funiculus of Mutant Mice (2014) (5)
- Boosting for estimating spatially structured additive models (2010) (5)
- Principal Component Analysis (2009) (4)
- Assessing Equivalence Tests with Respect to their Expected p‐Value (2002) (4)
- Let's Have a party! An Open-Source Toolbox for Recursive Partytioning (2007) (4)
- Marginally Interpretable Linear Transformation Models for Clustered Observations (2019) (4)
- Bundling Predictors in R (2003) (4)
- Generalised indirect classifiers (2005) (4)
- Exact Distributions for Rank and Permutation Tests [R package exactRankTests version 0.8-31] (2019) (4)
- [Web-based training in radiology - student course in the Virtual University of Bavaria]. (2004) (3)
- Deep interpretable ensembles (2022) (3)
- Automated Classification of Optic Nerve Head Topography Images for Glaucoma Screening (2003) (3)
- Model-Based Boosting [R package mboost version 2.9-4] (2020) (3)
- TH's Data Archive (2016) (3)
- Regularized Transformation Models: The tramnet Package (2021) (3)
- Ensemble Methods of Computational Inference (2005) (3)
- BOOSTING: A STATISTICAL PERSPECTIVE (2006) (3)
- Distribution-Free Location-Scale Regression (2022) (3)
- Detecting treatment-subgroup interactions in clustered data with generalized linear mixed-effects model trees (2017) (3)
- Infrastructure for Computing with Basis Functions (2016) (3)
- Individual participant data meta-analysis with mixed-effects transformation models (2021) (2)
- Cluster Analysis: Classifying Romano-British Pottery and Exoplanets (2009) (2)
- Transforming Autoregression: Interpretable and Expressive Time Series Forecast (2021) (2)
- Bagging Tree Classifiers for Glaucoma Diagnosis (2002) (2)
- Confirmatory Factor Analysis and Structural Equation Models (2011) (2)
- Count Transformation Models: The cotram Package (2020) (2)
- Assessing relative COVID-19 mortality during the second wave: a prospective Swiss population-based study (2021) (2)
- GERHARD TUTZ. Regression for Categorical Data. Cambridge: Cambridge University Press: Book Review (2017) (2)
- Flexible Modeling of Malignant Melanoma Survival (2008) (2)
- Re: "Applying recursive partitioning to a prospective study of factors associated with adherence to mammography screening guidelines". (2006) (2)
- Boosting into a New Terminological Era (2012) (2)
- What Makes Forest-Based Heterogeneous Treatment Effect Estimators Work? (2022) (2)
- OC-0278: NAR score as surrogate for disease-free survival in the CAO/ARO/AIO-04 phase 3 rectal cancer trial (2018) (1)
- A unified framework of constrained regression (2014) (1)
- Spatio-Phylogenetic Multi-Species Distribution Models (2017) (1)
- Meta-Analysis : Nicotine Gum and Smoking Cessation and the Efficacy of BCG Vaccine in the Treatment of Tuberculosis (2015) (1)
- Stratified and Personalised Models Based on Model-Based Trees and Forests [R package model4you version 0.9-6] (2020) (1)
- PETER BUEHLMANN, PETROS DRINEAS, MICHAEL KANE, MARK VAN DER LAAN. Handbook of Big Data. Boca Raton: CRC Press (2017) (1)
- Transformation Models [R package tram version 0.5-2] (2020) (1)
- Multi-species count transformation models (2022) (1)
- Estimation from Interval-censored Time-to-event Data: Method Comparison by Simulation based on GALLIUM Study for Follicular Lymphoma (2014) (1)
- Looking at Multivariate Data: Visualisation (2011) (1)
- Transformation models for ROC analysis (2022) (1)
- Simultaneous Inference Procedures for General Linear Hypotheses (2007) (1)
- On the relevance of prognostic information for clinical trials: A theoretical quantification (2021) (1)
- Survival Analysis: Glioma Treatment and Breast Cancer Survival (2006) (1)
- PV-0325: Tumor Regression Grading in the CAO/ARO/AIO-04 phase 3 trial in locally advanced rectal carcinoma (2017) (1)
- Principal Component Analysis: The Olympic Heptathlon (2006) (1)
- Letter to the Editor response: Garcia et al. (2019) (1)
- Relative Coronavirus Disease 2019 Mortality: A Swiss Population-based Study (2020) (1)
- Models for Temporal Patterns of Deer-vehicle Collisions in Bavaria, Germany (2015) (1)
- Logistic Regression and Generalised Linear Models (2009) (1)
- Author Correction: Heterogeneity–diversity relationships differ between and within trophic levels in temperate forests (2020) (1)
- General Concepts and Basic Multiple Comparison Procedures (2016) (1)
- Distributional Trees for Circular Data (2019) (1)
- Cluster Analysis: Classifying the Exoplanets (2006) (1)
- Transformation Trees and Forests [R package trtf version 0.3-7] (2020) (1)
- A transformation perspective on marginal and conditional models. (2019) (1)
- mboost Illustrations (2007) (1)
- Generalised linear model trees with global additive effects (2018) (1)
- Transformation Models: The tram Package (2021) (1)
- «Big Data» - grosse Daten, viel Wissen? (2015) (1)
- Data Analysis Using Graphical Displays: Malignant Melanoma in the USA and Chinese Health and Family Life (2009) (0)
- Boosting techniques for nonlinear time series models (2011) (0)
- Heterogeneous Treatment Effect Estimation for Observational Data using Model-based Forests (2022) (0)
- Constant Partying: Growing and Handling Trees with Constant Fits (2015) (0)
- Assessing Relative Coronavirus Disease 2019 Mortality: A Swiss Population-based Study (2020) (0)
- Variable selection and model choice in structured survival models (2012) (0)
- ePub WU Institutional Repository (2017) (0)
- Simple and Multiple Linear Regression (2009) (0)
- S18.1: Ensemble Methods in Biometry? (2004) (0)
- and Kurt Hornik Evaluating Model-based Trees in Practice (2017) (0)
- Analysis of Variance: Weight Gain, Foster Feeding in Rats, Water Hardness and Male Egyptian Skulls (2009) (0)
- Data Analysis Using Graphical Displays (2009) (0)
- Conditional Inference: Guessing Lengths, Suicides, Gastrointestinal Damage, and Newborn Infants (2006) (0)
- Meta-Analysis: Nicotine Gum and Smoking Cessation and the Efficacy of BCG Vaccine in the Treatment of Tuberculosis (2006) (0)
- Partially Additive (Generalized) Linear Model Trees [R package palmtree version 0.9-1] (2020) (0)
- party : A Laboratory for Recursive Partytioning Torsten Hothorn (2015) (0)
- Automated Outlining of the Optic Nerve Head for Glaucoma Screening (2003) (0)
- Conditional Permutation Importance [R package permimp version 1.0-0] (2020) (0)
- Deep conditional transformation models for survival analysis (2022) (0)
- Multiple Comparisons in Parametric Models (2016) (0)
- Read and Write StatDataML Files (2015) (0)
- Viewing Binary Files with the hexView Package (2007) (0)
- Analysing Longitudinal Data II – Generalised Estimation Equations: Treating Respiratory Illness and Epileptic Seizures (2006) (0)
- Heterogeneity-diversity relationships in forests differ between and within trophic levels (2021) (0)
- Retrospective habitat modelling: changes in oceanographic habitats of an oceanic predator over the last half century (2013) (0)
- Achim Zeileis A Lego System for Conditional Inference Paper (2017) (0)
- Analysing Longitudinal Data II (2009) (0)
- Permutation Tests for Structural Change (2006) (0)
- - Logistic Regression and Generalized Linear Models: Blood Screening, Women’s Role in Society, Colonic Polyps, Driving and Back Pain, and Happiness in China (2014) (0)
- A toolbox of permutation tests for structural change (2013) (0)
- Read and Write StatDataML Files [R package StatDataML version 1.0-26] (2015) (0)
- Recursive Partitioning: Predicting Body Fat and Glaucoma Diagnosis (2009) (0)
- Count Transformation Models [R package cotram version 0.2-0] (2020) (0)
- Analysing Longitudinal Data II –Generalised Estimation Equations and Linear Mixed Effect Models: Treating Respiratory Illness and Epileptic Seizures (2009) (0)
- - Quantile Regression: Head Circumference for Age (2014) (0)
- Simple Inference: Guessing Lengths, Wave Energy, Water Hardness, Piston Rings, and Rearrests of Juveniles (2006) (0)
- Density Estimation: Erupting Geysers and Star Clusters (2006) (0)
- Parametric Bootstrap Inference for Transformation Models (2016) (0)
- Recursive Partitioning: Large Companies and Glaucoma Diagnosis (2006) (0)
- Variable Descriptions [R package variables version 1.0-3] (2020) (0)
- Infrastructure for Computing with Basis Functions [R package basefun version 1.0-7] (2020) (0)
- Bundling Predictors in R Torsten Hothorn (2003) (0)
- Multidimensional Scaling: British Water Voles and Voting in US Congress (2009) (0)
- Most Likely Transformations [R package mlt version 1.2-0] (2020) (0)
- and Kurt Hornik Model-based recursive partitioning Paper (2017) (0)
- Genauigkeit der Lokalisierung maligner Herde mittels retrospektiver, interaktiver starrer Bildfusion von FDG-PET und CT (2005) (0)
- TME14/457: Teleradiology: Opinion and technical requirements of German radiologists (1999) (0)
- Statistical Applications in Genetics and Molecular Biology (2012) (0)
- A new variable importance measure for random forests with missing data (2012) (0)
- A Toolkit for Recursive Partytioning [R package partykit version 1.2-10] (2020) (0)
- ePubWU Institutional Repository (2019) (0)
- International Conference on Computational Science, ICCS 2011 Executable Papers for the R Community: The R 2 Platform for Reproducible Research (2011) (0)
- An Introduction to R (2006) (0)
- Scatterplot Smoothers and Generalised Additive Models: The Men’s Olympic 1500m, Air Pollution in the USA, and Risk Factors for Kyphosis (2009) (0)
- Hidden Markov Models with Generalised Emission Distribution for the Analysis of High-Dimensional, Non-Euclidean Data (2011) (0)
- Insights from regional and short-term biodiversity monitoring datasets are valuable. A Reply to Daskalova et al. 2020 EcoEvoRxiv doi:10.32942/osf.io/cg3zs (2020) (0)
- Seidl et al 2015 Small beetle, large-scale drivers how regional and landscape factors affect outbreaks (2016) (0)
- Smoothers and Generalised Additive Models (2009) (0)
- Supplementary Material for A re-evaluation of the model selection procedure in Pollet & Nettle (2009) (2009) (0)
- Simultaneous Inference and Multiple Comparisons: Genetic Components of Alcoholism, Deer Browsing Intensities, and Cloud Seeding (2009) (0)
- S Interfaces to Databases (2001) (0)
- Schwächungskorrektur von SPECT mit separaten CT-Daten: Effekte auf die regionale Traceranreicherung (2005) (0)
- Analysis of Variance (2009) (0)
- Regionalizing Indicator Values for Soil Reaction in the Bavarian Alps – from Averages to Multivariate Spectra (2013) (0)
- Torsten Hothorn Bias in Random Forest Variable Importance Measures : Illustrations , Sources and a Solution Paper (2016) (0)
- ["Big data" - large data, a lot of knowledge?]. (2015) (0)
- Logistic Regression and Generalised Linear Models: Blood Screening, Women’s Role in Society, Colonic Polyps, and Driving and Back Pain (2009) (0)
- Analysing Longitudinal Data I:Computerised Delivery of Cognitive Behavioural Therapy – Beat the Blues (2009) (0)
- A comparison of different Malaise trap types (2022) (0)
- Multiple Linear Regression: Cloud Seeding (2006) (0)
- Unbiased Recursive Partitioning II: A Parametric Framework Based on Parameter Instability Tests (2005) (0)
- Alternative Tree Representation [R package ATR version 0.1-1] (2020) (0)
- Retrospektive interaktive starre Fusion von 18F-FDG-PET und CT: zusätzliche diagnostische Information bei Patienten mit malignem Melanom (2006) (0)
- - Conditional Inference: Guessing Lengths, Suicides, Gastrointestinal Damage, and Newborn Infants (2014) (0)
- Boosting Geoadditive Regression Models (2008) (0)
- Verbissgutachten zeichnen realistisches Bild (2008) (0)
- Transformation Boosting Machines [R package tbm version 0.3-2.1] (2020) (0)
- Correction to: Baseline-adjusted proportional odds models for the quantification of treatment effects in trials with ordinal sum score outcomes (2020) (0)
- Transformation boosting machines (2019) (0)
- Online Appendix: Mixed-Effects Additive Transformation Models (2022) (0)
- Simultaneous Inference and Multiple Comparisons (2009) (0)
- Constant Partying: Introducing a Generic Toolkit for Recursive Partitioning in R (2014) (0)
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What Schools Are Affiliated With Torsten Hothorn?
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