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List of works by Torsten Hothorn

A Framework for Unbiased Model Selection Based on Boosting

article

A Lego System for Conditional Inference

article published in 2006

A PAUC-based estimation technique for disease classification and biomarker selection.

scientific article published in October 2012

A comparison of different Malaise trap types

scientific article published in 2022

A robust procedure for comparing multiple means under heteroscedasticity in unbalanced designs

scientific article

A toolbox of permutation tests for structural change

A transformation perspective on marginal and conditional models

A unified framework of constrained regression

Aggregative response in bats: prey abundance versus habitat

scientific article published on 05 January 2012

An empirical comparison of two novel transformation models

scientific article published on 06 December 2019

An experimental test of the habitat-amount hypothesis for saproxylic beetles in a forested region

scientific article

Association of extinction risk of saproxylic beetles with ecological degradation of forests in Europe.

scientific article

Author Correction: Heterogeneity-diversity relationships differ between and within trophic levels in temperate forests

scientific article published on 30 July 2020

Autoregressive transitional ordinal model to test for treatment effect in neurological trials with complex endpoints.

scientific article

BARD1 expression predicts outcome in colon cancer.

scientific article

Baseline-adjusted proportional odds models for the quantification of treatment effects in trials with ordinal sum score outcomes

scientific article published on 06 May 2020

Bias in random forest variable importance measures: illustrations, sources and a solution

scientific article published on 25 January 2007

Bioconductor: open software development for computational biology and bioinformatics

scientific article

Biometrical Journal and Reproducible Research

scientific article published on 01 August 2009

Case studies in reproducibility

scientific article

Conditional transformation models for survivor function estimation

scientific article

Continuous outcome logistic regression for analyzing body mass index distributions.

scientific article published in November 2017

Correction to: Baseline-adjusted proportional odds models for the quantification of treatment effects in trials with ordinal sum score outcomes

scientific article published on 09 July 2020

Crowdsourced analysis of clinical trial data to predict amyotrophic lateral sclerosis progression

scientific article

Daily variations of homocysteine concentration may influence methylation of DNA in normal healthy individuals

scientific article published in January 2007

Deadwood retention in forests lowers short-term browsing pressure on silver fir saplings by overabundant deer

scholarly article

Decomposing environmental, spatial, and spatiotemporal components of species distributions

article

Distribution-Free Location-Scale Regression

Diverse Effects of Climate, Land Use, and Insects on Dung and Carrion Decomposition

scientific article published on 26 April 2022

Dunnett-type inference in the frailty Cox model with covariates

article

Estimating patient-specific treatment advantages in the 'Treatment for Adolescents with Depression Study'

scientific article published on 28 February 2019

Estimating transformations for evaluating diagnostic tests with covariate adjustment

Estimation of the extinction risk for high-montane species as a consequence of global warming and assessment of their suitability as cross-taxon indicators

article

Exact Nonparametric Inference in R

Executable Papers for the R Community: The R2 Platform for Reproducible Research

Flexible boosting of accelerated failure time models.

scientific article

Flexible modeling of malignant melanoma survival

scientific article published in January 2008

Generalised linear model trees with global additive effects

scholarly article by Heidi Seibold et al published 5 October 2018 in Advances in Data Analysis and Classification

Generalized maximally selected statistics

scientific article published on 5 March 2008

Heterogeneity-diversity relationships differ between and within trophic levels in temperate forests

scientific article published on 13 July 2020

Heterogeneous treatment effect estimation for observational data using model-based forests

Hill–Chao numbers allow decomposing gamma multifunctionality into alpha and beta components

scientific article published on 10 December 2023

Histone macroH2A isoforms predict the risk of lung cancer recurrence

scientific article published on 03 August 2009

Identifying Homogeneous Subgroups in Neurological Disorders: Unbiased Recursive Partitioning in Cervical Complete Spinal Cord Injury

scientific article

Impacts of salvage logging on biodiversity: a meta-analysis.

scientific article

Implementing a Class of Permutation Tests: ThecoinPackage

Individual treatment effect prediction for amyotrophic lateral sclerosis patients

scientific article published in January 2017

Insects overshoot the expected upslope shift caused by climate warming

scientific article

Insights from regional and short‐term biodiversity monitoring datasets are valuable: a reply to Daskalova <i>et al</i>. 2021

scientific article published in 2021

Land use is more important than climate for species richness and composition of bat assemblages on a regional scale

article

Large-scale model-based assessment of deer-vehicle collision risk

scientific article

Large-scale reduction of ungulate browsing by managed sport hunting

scientific article published in 2010

Lichen diversity in temperate montane forests is influenced by forest structure more than climate

scientific article published in 2009

Long-term effects of logging intensity on structures, birds, saproxylic beetles and wood-inhabiting fungi in stands of European beech Fagus sylvatica L

article

Model-Based Recursive Partitioning

article

Model-Based Recursive Partitioning for Subgroup Analyses

article

Model-based boosting in high dimensions

scientific article published on 29 August 2006

Model-based random forests for ordinal regression

scientific article published on 07 August 2020

Monotonicity-constrained species distribution models

scientific article published in October 2011

New insights into the consequences of post-windthrow salvage logging revealed by functional structure of saproxylic beetles assemblages

scientific article

On the relevance of prognostic information for clinical trials: A theoretical quantification

Party on!

article by Carolin Strobl et al published 2009 in The R Journal

Percutaneous radiofrequency ablation of liver tumors using multiple saline-perfused electrodes

scientific article

Predicting birth weight with conditionally linear transformation models.

scientific article

RE: “APPLYING RECURSIVE PARTITIONING TO A PROSPECTIVE STUDY OF FACTORS ASSOCIATED WITH ADHERENCE TO MAMMOGRAPHY SCREENING GUIDELINES”

scientific article published on 29 June 2006

Radar vision in the mapping of forest biodiversity from space

scientific article published on 18 October 2019

Relationship of insect biomass and richness with land use along a climate gradient

scientific article published on 12 October 2021

Short-distance attraction of saproxylic Heteroptera to olfactory cues

Small beetle, large-scale drivers: how regional and landscape factors affect outbreaks of the European spruce bark beetle

scientific article

Spatial smoothing techniques for the assessment of habitat suitability

scientific article published in 2008

StatDataML: An XML Format for Statistical Data

StatDataML: An XML Format for Statistical Data

scientific article published in 2004

Survival ensembles.

scientific article published on 12 December 2005

Survival forests under test: Impact of the proportional hazards assumption on prognostic and predictive forests for amyotrophic lateral sclerosis survival

scientific article published on 15 July 2019

Temporal patterns of deer-vehicle collisions consistent with deer activity pattern and density increase but not general accident risk

scientific article published on 14 May 2015

Testing the additional predictive value of high-dimensional molecular data

scientific article

The Design and Analysis of Benchmark Experiments

article

The contribution of insects to global forest deadwood decomposition

scientific article

Toward Inclusive Trial Protocols in Heterogeneous Neurological Disorders: Prediction-Based Stratification of Participants With Incomplete Cervical Spinal Cord Injury

scientific article published on 2 February 2015

Unbiased Recursive Partitioning: A Conditional Inference Framework

Variable selection and model choice in geoadditive regression models

scientific article published in June 2009

Weight estimation by three-dimensional ultrasound imaging in the small fetus.

scientific article published in August 2008

What makes forest-based heterogeneous treatment effect estimators work?

scholarly article

Wildlife warning reflectors do not mitigate wildlife–vehicle collisions on roads

model4you: An R Package for Personalised Treatment Effect Estimation

scientific article published in 2019

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