Achim Zeileis
- A Lego System for Conditional Inference
2006/07/18 by Torsten Hothorn, Kurt Hornik, Mark A van de Wiel +2 · 44 citations
Mathematics · #Statistical Methods in Clinical Trials #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
- Model-Based Recursive Partitioning
2008/05/28 by Achim Zeileis, Torsten Hothorn, Kurt Hornik · 20 citations
Computer Science · Economics, Econometrics and Finance · Mathematics · #Bayesian Methods and Mixture Models #Financial Risk and Volatility Modeling #Statistical Methods and Inference
- Unbiased Recursive Partitioning: A Conditional Inference Framework
2006/09/01 by Torsten Hothorn, Kurt Hornik, Achim Zeileis · 13 citations
- Visualizing Count Data Regressions Using Rootograms
2016/04/27 by Christian Kleiber, Achim Zeileis · 29 citations
Mathematics · Computer Science · #Statistical Methods and Bayesian Inference #Data Analysis with R #Census and Population Estimation
- Testing and dating of structural changes in practice
2003/04/04 by Achim Zeileis, Christian Kleiber, Walter Krämer +1 · 7 citations
Economics, Econometrics and Finance · #Financial Risk and Volatility Modeling #Market Dynamics and Volatility #Monetary Policy and Economic Impact
- Rasch Trees: A New Method for Detecting Differential Item Functioning in the Rasch Model
2013/12/18 by Carolin Strobl, Julia Kopf, Achim Zeileis · 7 citations
Psychology · Computer Science · #Mental Health Research Topics #Cognitive Abilities and Testing #Advanced Statistical Modeling Techniques
- Tree-Based Global Model Tests for Polytomous Rasch Models
2016/10/06 by Basil Komboz, Carolin Strobl, Achim Zeileis · 21 citations
Decision Sciences · Computer Science · #Psychometric Methodologies and Testing #Advanced Statistical Modeling Techniques #Bayesian Modeling and Causal Inference
- Somewhere Over the Rainbow: How to Make Effective Use of Colors in Meteorological Visualizations
2014/07/10 by Reto Stauffer, Georg J. Mayr, Markus Dabernig +1 · 1 voice · 1 citation
Computer Science · Environmental Science · #Data Visualization and Analytics #Remote Sensing in Agriculture #Species Distribution and Climate Change
- Hybrid Machine Learning Forecasts for the FIFA Women's World Cup 2019
2019/06/03 by Andreas Groll, Groll, Andreas, Christophe Ley +7 · 2 citations
Economics, Econometrics and Finance · Medicine · #Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sports Analytics and Performance #Sports Performance and Training
- Hybrid Machine Learning Forecasts for the UEFA EURO 2020
2021/06/07 by Andreas Groll, Groll, Andreas, Lars Magnus Hvattum +11 · 1 citation
Economics, Econometrics and Finance · Medicine · Social Sciences · #Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sport and Mega-Event Impacts #Sports Analytics and Performance #Sports Performance and Training
- What Makes Forest-Based Heterogeneous Treatment Effect Estimators Work?
2022/06/21 by Susanne Dandl, Torsten Hothorn, Dandl, Susanne +9 · 1 citation
Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference #Statistical Methods in Clinical Trials
- Extended-support beta regression for [0, 1] responses
2024/09/11 by Ioannis Kosmidis, Kosmidis, Ioannis, Achim Zeileis +1 · 2 citations
#62E99 #62F03 #62F10 #62J02 #62P20 #Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME)
- Subgroup detection in linear growth curve models with generalized linear mixed model (GLMM) trees
2023/09/11 by Marjolein Fokkema, Fokkema, Marjolein, Achim Zeileis +1 · 1 citation
Computer Science · #Advanced Clustering Algorithms Research #Bayesian Modeling and Causal Inference #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)
- Modeling and Prediction of the UEFA EURO 2024 via Combined Statistical Learning Approaches
2024/10/01 by Andreas Groll, Lars Magnus Hvattum, Groll, Andreas +9 · 1 citation
Computer Science · Economics, Econometrics and Finance · #Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Online Learning and Analytics #Sports Analytics and Performance #Statistical and Computational Modeling