Download papers.bib as text file
@Article{Muschinski+Mayr+Simon:2024,
author = {Thomas Muschinski and Georg J. Mayr and Thorsten Simon and Nikolaus Umlauf and Achim Zeileis},
title = {Cholesky-Based Multivariate {G}aussian Regression},
journal = {Econometrics and Statistics},
year = {2024},
volume = {29},
number = {1},
pages = {261--281},
doi = {10.1016/j.ecosta.2022.03.001},
}
@Article{Stucke+Morgenstern+Diendorfer:2024,
author = {Isabell Stucke and Deborah Morgenstern and Gerhard Diendorfer and Georg J. Mayr and Hannes Pichler and Wolfgang Schulz and Thorsten Simon and Achim Zeileis},
title = {Upward Lightning at Wind Turbines: Risk Assessment from Larger-Scale Meteorology},
journal = {Journal of Geophysical Research: Atmospheres},
year = {2024},
volume = {129},
number = {1},
pages = {e2023JD039505},
doi = {10.1029/2023JD039505},
}
@Article{Zeileis+Murrell:2023,
author = {Achim Zeileis and Paul Murrell},
title = {Coloring in {R}'s Blind Spot},
journal = {The R Journal},
year = {2023},
volume = {15},
number = {3},
pages = {240--256},
doi = {10.32614/RJ-2023-071},
}
@Article{Muschinski+Mayr+Zeileis:2023,
author = {Thomas Muschinski and Georg J. Mayr and Achim Zeileis and Thorsten Simon},
title = {Robust Weather-Adaptive Postprocessing Using Model Output Statistics Random Forests},
journal = {Nonlinear Processes in Geophysics},
year = {2023},
volume = {30},
number = {4},
pages = {503--514},
doi = {10.5194/npg-30-503-2023},
}
@InProceedings{Miranda+Zeileis:2023,
title = {Online Tests with {R}/{exams}: A Fundamental Tool for {STEM} (Science, Technology, Engineering and Mathematics) Teachers},
author = {M. Cristina Miranda and Achim Zeileis},
booktitle = {EDULEARN23 Proceedings},
series = {15th International Conference on Education and New Learning Technologies},
year = {2023},
publisher = {IATED},
pages = {196--201},
address = {Palma},
isbn = {978-84-09-52151-7},
issn = {2340-1117},
doi = {10.21125/edulearn.2023.0101},
}
@Article{Morgenstern+Stucke+Mayr:2023,
author = {Deborah Morgenstern and Isabell Stucke and Georg J. Mayr and Achim Zeileis and Thorsten Simon},
title = {Thunderstorm Environments in Europe},
journal = {Weather and Climate Dynamics},
year = {2023},
volume = {4},
number = {2},
pages = {489--509},
doi = {10.5194/wcd-4-489-2023},
}
@Article{Stucke+Morgenstern+Diendorfer:2023,
author = {Isabell Stucke and Deborah Morgenstern and Gerhard Diendorfer and Georg J. Mayr and Hannes Pichler and Wolfgang Schulz and Thorsten Simon and Achim Zeileis},
title = {Upward Lightning at the {G}aisberg {T}ower: The Larger-Scale Meteorological Influence on the Triggering Mode and Flash Type},
journal = {Journal of Geophysical Research: Atmospheres},
year = {2023},
volume = {128},
number = {10},
pages = {e2022JD037776},
doi = {10.1029/2022JD037776},
}
@Article{Simon+Mayr+Morgenstern:2023,
author = {Thorsten Simon and Georg J. Mayr and Deborah Morgenstern and Nikolaus Umlauf and Achim Zeileis},
title = {Amplification of Annual and Diurnal Cycles of Alpine Lightning},
journal = {Climate Dynamics},
year = {2023},
volume = {61},
number = {9--10},
pages = {4125--4137},
doi = {10.1007/s00382-023-06786-8},
}
@Article{Muschinski+Lang+Mayr:2022,
author = {Thomas Muschinski and Moritz N. Lang and Georg J. Mayr and Jakob W. Messner and Achim Zeileis and Thorsten Simon},
title = {Predicting Power Ramps from Joint Distributions of Future Wind Speeds},
journal = {Wind Energy Science},
year = {2022},
volume = {7},
number = {6},
pages = {2393--2405},
doi = {10.5194/wes-7-2393-2022},
}
@Article{Morgenstern+Stucke+Simon:2022,
author = {Deborah Morgenstern and Isabell Stucke and Thorsten Simon and Georg J. Mayr and Achim Zeileis},
title = {Differentiating Lightning in Winter and Summer with Characteristics of the Wind Field and Mass Field},
journal = {Weather and Climate Dynamics},
year = {2022},
volume = {3},
number = {1},
pages = {361--375},
doi = {10.5194/wcd-3-361-2022},
}
@Article{Schneider+Strobl+Zeileis:2022,
author = {Lennart Schneider and Carolin Strobl and Achim Zeileis and Rudolf Debelak},
title = {An {R} Toolbox for Score-Based Measurement Invariance Tests in {IRT} Models},
journal = {Behavior Research Methods},
year = {2022},
volume = {54},
number = {5},
pages = {2101--2113},
doi = {10.3758/s13428-021-01689-0},
}
@Article{Hothorn+Zeileis:2021,
author = {Torsten Hothorn and Achim Zeileis},
title = {Predictive Distribution Modeling Using Transformation Forests},
journal = {Journal of Computational and Graphical Statistics},
year = {2021},
volume = {30},
number = {4},
pages = {1181--1196},
doi = {10.1080/10618600.2021.1872581},
}
@Article{Umlauf+Klein+Simon:2021,
title = {{bamlss}: A {L}ego Toolbox for Flexible {B}ayesian Regression (and Beyond)},
author = {Nikolaus Umlauf and Nadja Klein and Thorsten Simon and Achim Zeileis},
year = {2021},
journal = {Journal of Statistical Software},
volume = {100},
number = {4},
pages = {1--53},
doi = {10.18637/jss.v100.i04},
}
@Article{Strobl+Kopf+Kohler:2021,
author = {Carolin Strobl and Julia Kopf and Lucas Kohler and Timo {von Oertzen} and Achim Zeileis},
title = {Anchor Point Selection: Scale Alignment Based on an Inequality Criterion},
journal = {Applied Psychological Measurement},
year = {2021},
volume = {45},
number = {3},
pages = {214--230},
doi = {10.1177/0146621621990743},
}
@Article{Jones+Mair+Simon:2020,
author = {Payton J. Jones and Patrick Mair and Thorsten Simon and Achim Zeileis},
title = {Network Trees: A Method for Recursively Partitioning Covariance Structures},
journal = {Psychometrika},
year = {2020},
volume = {85},
number = {4},
pages = {926--945},
doi = {10.1007/s11336-020-09731-4},
url = {https://www.zeileis.org/papers/Jones+Mair+Simon-2020.pdf},
}
@Article{Zeileis+Fisher+Hornik:2020,
author = {Achim Zeileis and Jason C. Fisher and Kurt Hornik and Ross Ihaka and Claire D. McWhite and Paul Murrell and Reto Stauffer and Claus O. Wilke},
title = {{colorspace}: A Toolbox for Manipulating and Assessing Colors and Palettes},
year = {2020},
journal = {Journal of Statistical Software},
volume = {96},
number = {1},
pages = {1--49},
doi = {10.18637/jss.v096.i01},
}
@Article{Zeileis+Koell+Graham:2020,
author = {Achim Zeileis and Susanne Köll and Nathaniel Graham},
title = {Various Versatile Variances: An Object-Oriented Implementation of Clustered Covariances in {R}},
year = {2020},
journal = {Journal of Statistical Software},
volume = {95},
number = {1},
pages = {1--36},
doi = {10.18637/jss.v095.i01},
}
@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 C},
year = {2020},
volume = {69},
number = {5},
pages = {1357--1374},
doi = {10.1111/rssc.12437},
}
@InProceedings{Lang+Mayr+Schlosser:2020,
title = {Multivariate Distributional Regression Forests for Probabilistic Nowcasting of Wind Profiles},
author = {Moritz N. Lang and Georg J. Mayr and Lisa Schlosser and Thorsten Simon and Reto Stauffer and Achim Zeileis},
booktitle = {Proceedings of the 35th International Workshop on Statistical Modelling},
editor = {Itziar Irigoien and Dae-Jin Lee and Joaquín Martínez-Minaya and María Xose Rodríguez-Álvarez},
year = {2020},
pages = {142--147},
organization = {Universidad del Pa{\'i}s Vasco},
address = {Bilbao},
url = {https://www.zeileis.org/papers/Lang+Mayr+Schlosser-2020.pdf},
}
@InProceedings{Muschinski+Mayr+Simon:2020,
title = {Cholesky-Based Multivariate {G}aussian Regression},
author = {Thomas Muschinski and Georg J. Mayr and Thorsten Simon and Achim Zeileis},
booktitle = {Proceedings of the 35th International Workshop on Statistical Modelling},
editor = {Itziar Irigoien and Dae-Jin Lee and Joaquín Martínez-Minaya and María Xose Rodríguez-Álvarez},
year = {2020},
pages = {382--385},
organization = {Universidad del Pa{\'i}s Vasco},
address = {Bilbao},
url = {https://www.zeileis.org/papers/Muschinski+Mayr+Simon-2020.pdf},
}
@Article{Hofmann+Gatu+Kontoghiorghes:2020,
author = {Marc Hofmann and Cristian Gatu and Erricos J. Kontoghiorghes and Ana Colubi and Achim Zeileis},
title = {{lmSubsets}: Exact Variable-Subset Selection in Linear Regression for {R}},
journal = {Journal of Statistical Software},
year = {2020},
volume = {93},
number = {3},
pages = {1--21},
doi = {10.18637/jss.v093.i03},
}
@Article{Lang+Lerch+Mayr:2020,
author = {Moritz N. Lang and Sebastian Lerch and Georg J. Mayr and Thorsten Simon and Reto Stauffer and Achim Zeileis},
title = {Remember the Past: A Comparison of Time-Adaptive Training Schemes for Non-Homogeneous Regression},
journal = {Nonlinear Processes in Geophysics},
year = {2020},
volume = {27},
number = {1},
pages = {23--34},
doi = {10.5194/npg-27-23-2020},
}
@Article{Kammerlander+Schlosser+Zeiringer:2019,
author = {Heidi Kammerlander and Lisa Schlosser and Bernhard Zeiringer and Günther Unfer and Achim Zeileis and Markus Aufleger},
title = {Downstream Passage Behavior of Potamodromous Fishes at the Fish Protection and Guidance System `Flexible Fish Fence'},
journal = {Ecological Engineering},
year = {2020},
volume = {143},
number = {15},
pages = {105698},
doi = {10.1016/j.ecoleng.2019.105698},
}
@Article{Schlosser+Hothorn+Stauffer+Zeileis: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},
url = {https://arxiv.org/abs/1804.02921},
}
@Article{Seibold+Hothorn+Zeileis:2019,
author = {Heidi Seibold and Torsten Hothorn and Achim Zeileis},
title = {Generalised Linear Model Trees with Global Additive Effects},
journal = {Advances in Data Analysis and Classification},
year = {2019},
volume = {13},
number = {3},
pages = {703--725},
doi = {10.1007/s11634-018-0342-1},
url = {https://www.zeileis.org/papers/Seibold+Hothorn+Zeileis-2019.pdf},
}
@InProceedings{Schlosser+Lang+Hothorn:2019,
title = {Distributional Trees for Circular Data},
author = {Lisa Schlosser and Moritz N. Lang and Torsten Hothorn and Georg J. Mayr and Reto Stauffer and Achim Zeileis},
booktitle = {Proceedings of the 34th International Workshop on Statistical Modelling},
volume = {1},
editor = {Luís Meira-Machado and Gustavo Soutinho},
year = {2019},
pages = {226--231},
organization = {Instituto Nacional de Estat{\'\i}stica},
address = {Guimar{\~a}es},
url = {https://www.zeileis.org/papers/Schlosser+Lang+Hothorn-2019.pdf},
}
@InProceedings{Lang+Mayr+Stauffer:2019,
title = {Correlation Effects in a Bivariate {G}aussian Regression Model for Wind Vectors},
author = {Moritz N. Lang and Georg J. Mayr and Reto Stauffer and Achim Zeileis},
booktitle = {Proceedings of the 34th International Workshop on Statistical Modelling},
volume = {2},
editor = {Luís Meira-Machado and Gustavo Soutinho},
year = {2019},
pages = {58--61},
organization = {Instituto Nacional de Estat{\'\i}stica},
address = {Guimar{\~a}es},
url = {https://www.zeileis.org/papers/Lang+Mayr+Stauffer-2019.pdf},
}
@Article{Lang+Mayr+Stauffer:2019,
author = {Moritz N. Lang and Georg J. Mayr and Reto Stauffer and Achim Zeileis},
title = {Bivariate {G}aussian Models for Wind Vectors in a Distributional Regression Framework},
journal = {Advances in Statistical Climatology, Meteorology and Oceanography},
year = {2019},
volume = {5},
number = {2},
pages = {115--132},
doi = {10.5194/ascmo-5-115-2019},
}
@Article{Dietz+Kneringer+Mayr:2018,
author = {Sebastian J. Dietz and Philipp Kneringer and Georg J. Mayr and Achim Zeileis},
title = {Low-Visibility Forecasts for Different Flight Planning Horizons Using Tree-Based Boosting Models},
journal = {Advances in Statistical Climatoloy, Meteorology and Oceanography},
year = {2019},
volume = {5},
number = {1},
pages = {101--114},
doi = {10.5194/ascmo-5-101-2019},
}
@Article{Gebetsberger+Stauffer+Mayr:2019,
title = {Skewed Logistic Distribution for Statistical Temperature Post-Processing in Mountainous Areas},
author = {Manuel Gebetsberger and Reto Stauffer and Georg J. Mayr and Achim Zeileis},
journal = {Advances in Statistical Climatoloy, Meteorology and Oceanography},
year = {2019},
volume = {5},
number = {1},
pages = {87--100},
doi = {10.5194/ascmo-5-87-2019},
}
@Article{Dietz+Kneringer+Mayr:2019,
author = {Sebastian J. Dietz and Philipp Kneringer and Georg J. Mayr and Achim Zeileis},
title = {Forecasting Low-Visibility Procedure States with Tree-Based Statistical Methods},
journal = {Pure and Applied Geophysics},
year = {2019},
volume = {176},
number = {6},
pages = {2645--2658},
doi = {10.1007/s00024-018-1914-x},
note = {The original version of the article was erroneously published with certain typesetting problems in the same volume on pages 2631--2644 at \href{https://doi.org/10.1007/s00024-018-1993-8}{doi:10.1007/s00024-018-1993-8}},
}
@Article{Kneringer+Dietz+Mayr:2019,
author = {Philipp Kneringer and Sebastian J. Dietz and Georg J. Mayr and Achim Zeileis},
title = {Probabilistic Nowcasting of Low-Visibility Procedure States at {V}ienna {I}nternational {A}irport during Cold Season},
journal = {Pure and Applied Geophysics},
year = {2019},
volume = {176},
number = {5},
pages = {2165--2177},
doi = {10.1007/s00024-018-1863-4},
}
@Article{Seibold+Zeileis+Hothorn:2019,
author = {Heidi Seibold and Achim Zeileis and Torsten Hothorn},
title = {{model4you}: An {R} Package for Personalised Treatment Effect Estimation},
journal = {Journal of Open Research Software},
year = {2019},
volume = {7},
number = {17},
pages = {1--6},
doi = {10.5334/jors.219},
}
@Article{Simon+Mayr+Umlauf:2019,
author = {Thorsten Simon and Georg J. Mayr and Nikolaus Umlauf and Achim Zeileis},
title = {{NWP}-Based Lightning Prediction Using Flexible Count Data Regression},
journal = {Advances in Statistical Climatoloy, Meteorology and Oceanography},
year = {2019},
volume = {5},
number = {1},
pages = {1--16},
doi = {10.5194/ascmo-5-1-2019},
}
@Article{Wagner+Zeileis:2019,
author = {Martin Wagner and Achim Zeileis},
title = {Heterogeneity and Spatial Dependence of Regional Growth in the {EU}: A Recursive Partitioning Approach},
journal = {German Economic Review},
year = {2019},
volume = {20},
number = {1},
pages = {67--82},
doi = {10.1111/geer.12146},
url = {https://www.zeileis.org/papers/Wagner+Zeileis-2019.pdf},
}
@Article{Stauffer+Mayr+Messner:2018,
title = {Hourly Probabilistic Snow Forecasts over Complex Terrain: A Hybrid Ensemble Postprocessing Approach},
author = {Reto Stauffer and Georg J. Mayr and Jakob W. Messner and Achim Zeileis},
journal = {Advances in Statistical Climatoloy, Meteorology and Oceanography},
year = {2018},
volume = {4},
number = {1/2},
pages = {65--86},
doi = {10.5194/ascmo-4-65-2018},
}
@Article{Gebetsberger+Messner+Mayr:2018,
author = {Manuel Gebetsberger and Jakob W. Messner and Georg J. Mayr and Achim Zeileis},
title = {Estimation Methods for Nonhomogeneous Regression Models: Minimum Continuous Ranked Probability Score versus Maximum Likelihood},
journal = {Monthly Weather Review},
year = {2018},
volume = {146},
number = {12},
pages = {4323--4338},
doi = {10.1175/MWR-D-17-0364.1},
}
@Article{Umlauf+Klein+Zeileis:2018,
author = {Nikolaus Umlauf and Nadja Klein and Achim Zeileis},
title = {{BAMLSS}: {B}ayesian Additive Models for Location, Scale and Shape (and Beyond)},
journal = {Journal of Computational and Graphical Statistics},
year = {2018},
volume = {27},
number = {3},
pages = {612--627},
doi = {10.1080/10618600.2017.1407325},
}
@Article{Fokkema+Smits+Zeileis:2018,
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 = {5},
pages = {2016--2034},
doi = {10.3758/s13428-017-0971-x},
}
@Article{Seibold+Zeileis+Hothorn:2018,
author = {Heidi Seibold and Achim Zeileis and Torsten Hothorn},
title = {Individual Treatment Effect Prediction for Amyotrophic Lateral Sclerosis Patients},
journal = {Statistical Methods in Medical Research},
year = {2018},
volume = {27},
number = {10},
pages = {3104--3125},
doi = {10.1177/0962280217693034},
}
@Article{Simon+Fabsic+Mayr:2018,
author = {Thorsten Simon and Peter Fabsic and Georg J. Mayr and Nikolaus Umlauf and Achim Zeileis},
title = {Probabilistic Forecasting of Thunderstorms in the Eastern {A}lps},
journal = {Monthly Weather Review},
year = {2018},
volume = {146},
number = {9},
pages = {2999--3009},
doi = {10.1175/MWR-D-17-0366.1},
}
@Article{Wickelmaier+Zeileis:2018,
author = {Florian Wickelmaier and Achim Zeileis},
title = {Using Recursive Partitioning to Account for Parameter Heterogeneity in Multinomial Processing Tree Models},
journal = {Behavior Research Methods},
year = {2018},
volume = {50},
number = {3},
pages = {1217--1233},
doi = {10.3758/s13428-017-0937-z},
url = {https://www.zeileis.org/papers/Wickelmaier+Zeileis-2018.pdf},
}
@Article{Wang+Strobl+Zeileis:2018,
author = {Ting Wang and Carolin Strobl and Achim Zeileis and Edgar C. Merkle},
title = {Score-Based Tests of Differential Item Functioning via Pairwise Maximum Likelihood Estimation},
journal = {Psychometrika},
year = {2018},
volume = {83},
number = {1},
pages = {132--155},
doi = {10.1007/s11336-017-9591-8},
url = {https://www.zeileis.org/papers/Wang+Strobl+Zeileis-2018.pdf},
}
@InProceedings{VonMehren+Gieseke+Verbesselt:2018,
author = {Malte {von Mehren} and Fabian Gieseke and Jan Verbesselt and Sabina Rosca and Stéphanie Horion and Achim Zeileis},
title = {Massively-Parallel Break Detection for Satellite Data},
year = {2018},
booktitle = {Proceedings of the 30th International Conference on Scientific and Statistical Database Management},
series = {SSDBM '18},
pages = {5:1--5:10},
isbn = {978-1-4503-6505-5},
publisher = {ACM},
address = {New York},
doi = {10.1145/3221269.3223032},
}
@Article{Pfeifer+Hoeller+Zeileis:2018,
author = {Christian Pfeifer and Peter Höller and Achim Zeileis},
title = {Spatial and Temporal Analysis of Fatal Off-Piste and Backcountry Avalanche Accidents in {A}ustria with a Comparison of Results in {S}witzerland, {F}rance, {I}taly and the {US}},
journal = {Natural Hazards and Earth System Sciences},
year = {2018},
volume = {18},
pages = {571--582},
doi = {10.5194/nhess-18-571-2018},
}
@Article{Philipp+Strobl+DeLaTorre:2018,
author = {Michel Philipp and Carolin Strobl and Jimmy {de la Torre} and Achim Zeileis},
title = {On the Estimation of Standard Errors in Cognitive Diagnosis Models},
journal = {Journal of Educational and Behavioral Statistics},
year = {2018},
volume = {43},
number = {1},
pages = {88--115},
doi = {10.3102/1076998617719728},
url = {https://www.zeileis.org/papers/Philipp+Strobl+DeLaTorre-2018.pdf},
}
@Article{Komboz+Strobl+Zeileis:2018,
author = {Basil Komboz and Carolin Strobl and Achim Zeileis},
title = {Tree-Based Global Model Tests for Polytomous {R}asch Models},
journal = {Educational and Psychological Measurement},
year = {2018},
volume = {78},
number = {1},
pages = {128--166},
doi = {10.1177/0013164416664394},
url = {https://www.zeileis.org/papers/Komboz+Strobl+Zeileis-2018.pdf},
}
@Article{Gebetsberger+Messner+Mayr:2017,
author = {Manuel Gebetsberger and Jakob W. Messner and Georg J. Mayr and Achim Zeileis},
title = {Fine-Tuning Non-Homogeneous Regression for Probabilistic Precipitation Forecasts: Unanimous Predictions, Heavy Tails, and Link Functions},
journal = {Monthly Weather Review},
year = {2017},
volume = {145},
number = {11},
pages = {4693--4708},
doi = {10.1175/MWR-D-16-0388.1},
}
@Article{Dabernig+Mayr+Messner:2017a,
author = {Markus Dabernig and Georg J. Mayr and Jakob W. Messner and Achim Zeileis},
title = {Simultaneous Ensemble Postprocessing for Multiple Lead Times with Standardized Anomalies},
journal = {Monthly Weather Review},
year = {2017},
volume = {145},
number = {7},
pages = {2523--2531},
doi = {10.1175/MWR-D-16-0413.1},
}
@Article{Berger+Stocker+Zeileis:2017,
author = {Susanne Berger and Herbert Stocker and Achim Zeileis},
title = {Innovation and Institutional Ownership Revisited: An Empirical Investigation with Count Data Models},
journal = {Empirical Economics},
year = {2017},
volume = {52},
number = {4},
pages = {1675--1688},
doi = {10.1007/s00181-016-1118-0},
url = {https://www.zeileis.org/papers/Berger+Stocker+Zeileis-2017.pdf},
}
@Article{Dabernig+Mayr+Messner:2017,
author = {Markus Dabernig and Georg J. Mayr and Jakob W. Messner and Achim Zeileis},
title = {Spatial Ensemble Post-Processing with Standardized Anomalies},
journal = {Quarterly Journal of the Royal Meteorological Society},
year = {2017},
volume = {143},
number = {703},
pages = {909--916},
doi = {10.1002/qj.2975},
}
@Article{Stauffer+Umlauf+Messner:2017,
author = {Reto Stauffer and Nikolaus Umlauf and Jakob W. Messner and Georg J. Mayr and Achim Zeileis},
title = {Ensemble Post-Processing of Daily Precipitation Sums over Complex Terrain Using Censored High-Resolution Standardized Anomalies},
journal = {Monthly Weather Review},
year = {2017},
volume = {45},
number = {3},
pages = {955--969},
doi = {10.1175/MWR-D-16-0260.1},
}
@Article{Stauffer+Messner+Mayr:2017,
author = {Reto Stauffer and Jakob W. Messner and Georg J. Mayr and Nikolaus Umlauf and Achim Zeileis},
title = {Spatio-Temporal Precipitation Climatology over Complex Terrain Using a Censored Additive Regression Model},
journal = {International Journal of Climatology},
year = {2017},
volume = {37},
number = {7},
pages = {3264--3275},
doi = {10.1002/joc.4913},
}
@Article{Simon+Umlauf+Zeileis:2017,
author = {Thorsten Simon and Nikolaus Umlauf and Achim Zeileis and Georg J. Mayr and Wolfgang Schulz and Gerhard Diendorfer},
title = {Spatio-Temporal Modelling of Lightning Climatologies for Complex Terrain},
journal = {Natural Hazards and Earth System Sciences},
volume = {17},
number = {3},
year = {2017},
pages = {305--314},
doi = {10.5194/nhess-17-305-2017},
}
@Article{Messner+Mayr+Zeileis:2017,
author = {Jakob W. Messner and Georg J. Mayr and Achim Zeileis},
title = {Non-Homogeneous Boosting for Predictor Selection in Ensemble Post-Processing},
journal = {Monthly Weather Review},
year = {2017},
volume = {145},
number = {1},
pages = {137--147},
doi = {10.1175/MWR-D-16-0088.1},
}
@InProceedings{Simon+Umlauf+Mayr:2017,
title = {Boosting Multivariate {G}aussian Models for Probabilistic Temperature Forecasts},
author = {Thorsten Simon and Nikolaus Umlauf and Georg J. Mayr and Achim Zeileis},
booktitle = {Proceedings of the 32nd International Workshop on Statistical Modelling},
volume = {1},
editor = {Marco Grzegorczyk and Giacomo Ceoldo},
year = {2017},
pages = {143--148},
organization = {University of Groningen},
url = {https://www.zeileis.org/papers/Simon+Umlauf+Mayr-2017.pdf},
}
@InProceedings{Gebetsberger+Mayr+Stauffer:2017,
title = {Probabilistic Temperature Post-Processing Using a Skewed Response Distribution},
author = {Manuel Gebetsberger and Georg J. Mayr and Reto Stauffer and Achim Zeileis},
booktitle = {Proceedings of the 32nd International Workshop on Statistical Modelling},
volume = {1},
editor = {Marco Grzegorczyk and Giacomo Ceoldo},
year = {2017},
pages = {137--142},
organization = {University of Groningen},
url = {https://www.zeileis.org/papers/Gebetsberger+Mayr+Stauffer-2017.pdf},
}
@Article{Verbesselt+Umlauf+Hirota:2016,
author = {Jan Verbesselt and Nikolaus Umlauf and Marina Hirota and Milena Holmgren and Egbert H. {Van Nes} and Martin Herold and Achim Zeileis and Marten Scheffer},
title = {Remotely Sensed Resilience of Tropical Forests},
journal = {Nature Climate Change},
year = {2016},
volume = {6},
number = {11},
pages = {1028--1031},
doi = {10.1038/nclimate3108},
}
@Article{Flaim+Eccel+Zeileis:2016,
author = {Giovanna Flaim and Emanuele Eccel and Achim Zeileis and Giambattista Toller and Leonardo Cerasino and Ulrike Obertegger},
title = {Effects of Re-Oligotrophication and Climate Change on Lake Thermal Structure},
journal = {Freshwater Biology},
year = {2016},
volume = {61},
number = {10},
pages = {1802--1814},
doi = {10.1111/fwb.12819},
}
@Article{Messner+Mayr+Zeileis:2016,
author = {Jakob W. Messner and Georg J. Mayr and Achim Zeileis},
title = {Heteroscedastic Censored and Truncated Regression with {crch}},
journal = {The R Journal},
year = {2016},
volume = {8},
number = {1},
pages = {173--181},
doi = {10.32614/RJ-2016-012},
}
@InProceedings{Philipp+Zeileis+Strobl:2016,
author = {Michel Philipp and Achim Zeileis and Carolin Strobl},
title = {A Toolkit for Stability Assessment of Tree-Based Learners},
year = {2016},
booktitle = {Proceedings of {COMPSTAT} 2016 -- 22nd International Conference on Computational Statistics},
pages = {315--325},
editor = {Ana Colubi and Angela Blanco and Cristian Gatu},
isbn = {978-90-73592-36-0},
publisher = {The International Statistical Institute/International Association for Statistical Computing},
url = {https://www.zeileis.org/papers/Philipp+Zeileis+Strobl-2016.pdf},
}
@Article{Kleiber+Zeileis:2016,
author = {Christian Kleiber and Achim Zeileis},
title = {Visualizing Count Data Regressions Using Rootograms},
journal = {The American Statistician},
year = {2016},
volume = {70},
number = {3},
pages = {296--303},
doi = {10.1080/00031305.2016.1173590},
url = {https://www.zeileis.org/papers/Kleiber+Zeileis-2016.pdf},
}
@Article{Seibold+Zeileis+Hothorn:2016,
author = {Heidi Seibold and Achim Zeileis and Torsten Hothorn},
title = {Model-Based Recursive Partitioning for Subgroup Analyses},
journal = {The International Journal of Biostatistics},
year = {2016},
volume = {12},
number = {1},
pages = {45--63},
doi = {10.1515/ijb-2015-0032},
}
@Article{Hofstetter+Dusseldorp+Zeileis:2016,
author = {Hedwig Hofstetter and Elise Dusseldorp and Achim Zeileis and Annemarie A. Schuller},
title = {Modeling Caries Experience: Advantages of the Use of the Hurdle Model},
journal = {Caries Research},
year = {2016},
volume = {50},
number = {6},
pages = {517--526},
doi = {10.1159/000448197},
}
@Article{Vicca+Balzarolo+Filella:2016,
author = {Sara Vicca and Manuela Balzarolo and Iolanda Filella and André Granier and Mathias Herbst and Alexander Knohl and Bernard Longdoz and Martina Mund and Zoltan Nagy and Krisztina Pintér and Serge Rambal and Jan Verbesselt and Aleixandre Verger and Achim Zeileis and Chao Zhang and Josep Peñuelas},
title = {Remotely-Sensed Detection of Effects of Extreme Droughts on Gross Primary Production},
journal = {Scientific Reports},
year = {2016},
volume = {6},
number = {28269},
pages = {1--13},
doi = {10.1038/srep28269},
}
@InProceedings{Stauffer+Umlauf+Messner:2016,
title = {Ensemble Post-Processing over Complex Terrain Using High-Resolution Anomalies},
author = {Reto Stauffer and Nikolaus Umlauf and {and Jakob W. Messner} and Georg J. Mayr and Achim Zeileis},
booktitle = {Proceedings of the 31st International Workshop on Statistical Modelling},
volume = {2},
editor = {Jen-François Dupuy and Julie Josse},
year = {2016},
pages = {141--144},
organization = {Institut National des Sciences Appliqu{\'e}es Rennes},
url = {https://www.zeileis.org/papers/Stauffer+Umlauf+Messner-2016.pdf},
}
@Article{Auer+Hegen+Zeileis:2016,
author = {Michael Auer and Harald Hegen and Achim Zeileis and Florian Deisenhammer},
title = {Quantitation of Intrathecal Immunoglobulin Synthesis -- {A} New Empirical Formula},
journal = {European Journal of Neurology},
year = {2016},
volume = {23},
number = {4},
pages = {713--721},
doi = {10.1111/ene.12924},
}
@Article{Hegen+Auer+Zeileis:2016,
author = {Harald Hegen and Michael Auer and Achim Zeileis and Florian Deisenhammer},
title = {Upper Reference Limits for Cerebrospinal Fluid Total Protein and Albumin Quotient Based on a Large Cohort of Control Patients: Implications for Increased Clinical Specificity},
journal = {Clinical Chemistry and Laboratory Medicine},
year = {2016},
volume = {54},
number = {2},
pages = {285--292},
doi = {10.1515/cclm-2015-0253},
}
@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},
month = {December},
pages = {3905--3909},
url = {https://www.jmlr.org/papers/v16/hothorn15a.html},
}
@Article{Mair+Hofmann+Gruber:2015,
author = {Patrick Mair and Eva Hofmann and Kathrin Gruber and Reinhold Hatzinger and Achim Zeileis and Kurt Hornik},
title = {Motivation, Values, and Work Design as Drivers of Participation in the {R} Open Source Project for Statistical Computing},
journal = {PNAS -- Proceedings of the National Academy of Sciences of the United States of America},
year = {2015},
volume = {112},
number = {48},
pages = {14788--14792},
doi = {10.1073/pnas.1506047112},
}
@Article{Strobl+Kopf+Zeileis:2015,
author = {Carolin Strobl and Julia Kopf and Achim Zeileis},
title = {{R}asch Trees: A New Method for Detecting Differential Item Functioning in the {R}asch Model},
journal = {Psychometrika},
year = {2015},
volume = {80},
number = {2},
pages = {289--316},
doi = {10.1007/s11336-013-9388-3},
url = {https://www.zeileis.org/papers/Strobl+Kopf+Zeileis-2015.pdf},
}
@InProceedings{Umlauf+Stauffer+Messner:2015,
author = {Nikolaus Umlauf and Reto Stauffer and Jakob W. Messner and Georg J. Mayr and Achim Zeileis},
title = {A Conceptional {L}ego Toolbox for {B}ayesian Distributional Regression Models},
booktitle = {Proceedings of the 30th International Workshop on Statistical Modelling},
volume = {2},
editor = {Herwig Friedl and Helga Wagner},
year = {2015},
organization = {Johannes Kepler University Linz},
url = {https://www.zeileis.org/papers/Umlauf+Stauffer+Messner-2015.pdf},
}
@InProceedings{Stauffer+Umlauf+Messner:2015,
author = {Reto Stauffer and Nikolaus Umlauf and Jakob W. Messner and Georg J. Mayr and Achim Zeileis},
title = {Spatio-Temporal Censored Model of Precipitation Climatology},
booktitle = {Proceedings of the 30th International Workshop on Statistical Modelling},
volume = {1},
editor = {Herwig Friedl and Helga Wagner},
year = {2015},
organization = {Johannes Kepler University Linz},
pages = {366--371},
url = {https://www.zeileis.org/papers/Stauffer+Umlauf+Messner-2015.pdf},
}
@Article{DeVries+Decuyper+Verbesselt:2015,
author = {Ben DeVries and Mathieu Decuyper and Jan Verbesselt and Achim Zeileis and Martin Herold and Shijo Joseph},
title = {Tracking Disturbance-Regrowth Dynamics in Tropical Forests Using Structural Change Detection and {L}andsat Time Series},
journal = {Remote Sensing of Environment},
year = {2015},
volume = {169},
pages = {320--334},
doi = {10.1016/j.rse.2015.08.020},
}
@Article{Stauffer+Mayr+Dabernig:2015,
author = {Reto Stauffer and Georg J. Mayr and Markus Dabernig and Achim Zeileis},
title = {Somewhere over the Rainbow: How to Make Effective Use of Colors in Meteorological Visualizations},
journal = {Bulletin of the American Meteorological Society},
year = {2015},
volume = {96},
number = {2},
pages = {203--216},
doi = {10.1175/BAMS-D-13-00155.1},
}
@Article{Frick+Strobl+Zeileis:2015,
author = {Hannah Frick and Carolin Strobl and Achim Zeileis},
title = {{R}asch Mixture Models for {DIF} Detection: A Comparison of Old and New Score Specifications},
journal = {Educational and Psychological Measurement},
year = {2015},
volume = {75},
number = {2},
pages = {208--234},
doi = {10.1177/0013164414536183},
url = {https://www.zeileis.org/papers/Frick+Strobl+Zeileis-2015.pdf},
}
@Article{Umlauf+Adler+Lang:2015,
author = {Nikolaus Umlauf and Daniel Adler and Thomas Kneib and Stefan Lang and Achim Zeileis},
title = {Structured Additive Regression Models: An {R} Interface to {BayesX}},
journal = {Journal of Statistical Software},
year = {2015},
volume = {63},
number = {21},
pages = {1--46},
doi = {10.18637/jss.v063.i21},
}
@Article{Kopf+Zeileis+Strobl:2015a,
author = {Julia Kopf and Achim Zeileis and Carolin Strobl},
title = {A Framework for Anchor Methods and an Iterative Forward Approach for {DIF} Detection},
journal = {Applied Psychological Measurement},
year = {2015},
volume = {39},
number = {2},
pages = {83--103},
doi = {10.1177/0146621614544195},
url = {https://www.zeileis.org/papers/Kopf+Zeileis+Strobl-2015a.pdf},
}
@Article{Kopf+Zeileis+Strobl:2015,
author = {Julia Kopf and Achim Zeileis and Carolin Strobl},
title = {Anchor Selection Strategies for {DIF} Analysis: Review, Assessment, and New Approaches},
journal = {Educational and Psychological Measurement},
year = {2015},
volume = {75},
number = {1},
pages = {22--56},
doi = {10.1177/0013164414529792},
url = {https://www.zeileis.org/papers/Kopf+Zeileis+Strobl-2015.pdf},
}
@Article{GlaetzleRuetzler+Sutter+Zeileis:2015,
author = {Daniela Glätzle-Rützler and Matthias Sutter and Achim Zeileis},
title = {No Myopic Loss Aversion in Adolescents? An Experimental Note},
journal = {Journal of Economic Behavior \& Organization},
year = {2015},
volume = {111},
pages = {169--176},
doi = {10.1016/j.jebo.2014.12.021},
note = {Replication materials in the Harvard Dataverse at \url{https://doi.org/10.7910/DVN/IHFZAK}},
}
@Article{Merkle+Fan+Zeileis:2014,
author = {Edgar C. Merkle and Jinyan Fan and Achim Zeileis},
title = {Testing for Measurement Invariance with Respect to an Ordinal Variable},
journal = {Psychometrika},
year = {2014},
volume = {79},
number = {4},
pages = {569--584},
doi = {10.1007/S11336-013-9376-7},
url = {https://www.zeileis.org/papers/Merkle+Fan+Zeileis-2014.pdf},
}
@Article{Windberger+Zeileis:2014,
author = {Thomas Windberger and Achim Zeileis},
title = {Structural Breaks in Inflation Dynamics within the {E}uropean {M}onetary {U}nion},
journal = {Eastern European Economics},
year = {2014},
volume = {52},
number = {3},
pages = {66--88},
doi = {10.2753/EEE0012-8775520304},
url = {https://www.zeileis.org/papers/Windberger+Zeileis-2014.pdf},
}
@Article{Grubinger+Zeileis+Pfeiffer:2014,
author = {Thomas Grubinger and Achim Zeileis and Karl-Peter Pfeiffer},
title = {{evtree}: Evolutionary Learning of Globally Optimal Classification and Regression Trees in {R}},
journal = {Journal of Statistical Software},
year = {2014},
volume = {61},
number = {1},
pages = {1--29},
doi = {10.18637/jss.v061.i01},
}
@InProceedings{Frick+Strobl+Zeileis:2014,
author = {Hannah Frick and Carolin Strobl and Achim Zeileis},
title = {To Split or to Mix? {T}ree vs.\ Mixture Models for Detecting Subgroups},
year = {2014},
booktitle = {Proceedings of {COMPSTAT} 2014 -- 21st International Conference on Computational Statistics},
pages = {379--386},
editor = {Manfred Gilli and Gil González-Rodríguez and Alicia Nieto-Reyes},
isbn = {978-2-8399-1347-8},
publisher = {The International Statistical Institute/International Association for Statistical Computing},
url = {https://www.zeileis.org/papers/Frick+Strobl+Zeileis-2014.pdf},
}
@Article{Zeileis+Umlauf+Leisch:2014,
author = {Achim Zeileis and Nikolaus Umlauf and Friedrich Leisch},
title = {Flexible Generation of E-Learning Exams in {R}: {M}oodle Quizzes, {OLAT} Assessments, and Beyond},
journal = {Journal of Statistical Software},
year = {2014},
volume = {58},
number = {1},
pages = {1--36},
doi = {10.18637/jss.v058.i01},
}
@Article{Wang+Merkle+Zeileis:2014,
author = {Ting Wang and Edgar C. Merkle and Achim Zeileis},
title = {Score-Based Tests of Measurement Invariance: Use in Practice},
journal = {Frontiers in Psychology},
year = {2014},
volume = {5},
number = {438},
doi = {10.3389/fpsyg.2014.00438},
}
@Article{Messner+Mayr+Wilks:2014,
author = {Jakob W. Messner and Georg J. Mayr and Daniel S. Wilks and Achim Zeileis},
title = {Extending Extended Logistic Regression: Extended versus Separate versus Ordered versus Censored},
journal = {Monthly Weather Review},
year = {2014},
volume = {142},
number = {8},
pages = {3003--3014},
doi = {10.1175/MWR-D-13-00355.1},
}
@Article{Messner+Zeileis+Broecker:2014,
author = {Jakob W. Messner and Achim Zeileis and Jochen Broecker and Georg J. Mayr},
title = {Probabilistic Wind Power Forecasts with an Inverse Power Curve Transformation and Censored Regression},
journal = {Wind Energy},
year = {2014},
volume = {17},
number = {11},
pages = {1753--1766},
doi = {10.1002/we.1666},
}
@Article{Messner+Mayr+Zeileis:2014,
author = {Jakob W. Messner and Georg J. Mayr and Achim Zeileis and Daniel S. Wilks},
title = {Heteroscedastic Extended Logistic Regression for Postprocessing of Ensemble Guidance},
journal = {Monthly Weather Review},
year = {2014},
volume = {142},
number = {1},
pages = {448--456},
doi = {10.1175/MWR-D-13-00271.1},
}
@Article{Plavcan+Mayr+Zeileis:2014,
author = {David Plavcan and Georg J. Mayr and Achim Zeileis},
title = {Automatic and Probabilistic Foehn Diagnosis with a Statistical Mixture Model},
journal = {Journal of Applied Meteorology and Climatology},
year = {2014},
volume = {53},
number = {3},
pages = {652--659},
doi = {10.1175/JAMC-D-13-0267.1},
url = {https://www.zeileis.org/papers/Plavcan+Mayr+Zeileis-2014.pdf},
}
@Article{Rusch+Lee+Hornik:2013,
author = {Thomas Rusch and Ilro Lee and Kurt Hornik and Wolfgang Jank and Achim Zeileis},
title = {Influencing Elections with Statistics: Targeting Voters with Logistic Regression Trees},
journal = {The Annals of Applied Statistics},
year = {2013},
volume = {7},
number = {3},
pages = {1612--1639},
doi = {10.1214/13-AOAS648},
}
@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},
url = {https://www.zeileis.org/papers/Zeileis+Hothorn-2013.pdf},
}
@Article{Rusch+Zeileis:2013,
author = {Thomas Rusch and Achim Zeileis},
title = {Gaining Insight with Recursive Partitioning of Generalized Linear Models},
journal = {Journal of Statistical Computation and Simulation},
year = {2013},
volume = {83},
number = {7},
pages = {1301--1315},
doi = {10.1080/00949655.2012.658804},
url = {https://www.zeileis.org/papers/Rusch+Zeileis-2013.pdf},
}
@Article{Merkle+Zeileis:2013,
author = {Edgar C. Merkle and Achim Zeileis},
title = {Tests of Measurement Invariance without Subgroups: A Generalization of Classical Methods},
journal = {Psychometrika},
year = {2013},
volume = {78},
number = {1},
pages = {59--82},
doi = {10.1007/s11336-012-9302-4},
url = {https://www.zeileis.org/papers/Merkle+Zeileis-2013.pdf},
}
@Article{Terwei+Zerbe+Zeileis:2013,
author = {André Terwei and Stefan Zerbe and Achim Zeileis and Peter Annighöfer and Heike Kawaletz and Inga Mölder and Christian Ammer},
title = {Which Are the Factors Controlling Tree Seedling Establishment in {N}orth {I}talian Floodplain Forests Invaded by Non-Native Tree Species?},
journal = {Forest Ecology and Management},
year = {2013},
volume = {304},
pages = {192--203},
doi = {10.1016/j.foreco.2013.05.003},
}
@Article{Kleiber+Zeileis:2013,
author = {Christian Kleiber and Achim Zeileis},
title = {Reproducible Econometric Simulations},
journal = {Journal of Econometric Methods},
year = {2013},
volume = {2},
number = {1},
pages = {89--99},
doi = {10.1515/jem-2012-0004},
url = {https://www.zeileis.org/papers/Kleiber+Zeileis-2013.pdf},
}
@Article{DeJong+Verbesselt+Zeileis:2013,
author = {Rogier {De Jong} and Jan Verbesselt and Achim Zeileis and Michael E. Schaepman},
title = {Shifts in Global Vegetation-Activity Trends},
journal = {Remote Sensing},
year = {2013},
volume = {5},
number = {3},
pages = {1117--1133},
doi = {10.3390/rs5031117},
}
@InProceedings{Pfeifer+Hoeller+Zeileis:2013,
title = {Trend and Regional Analysis of Fatal Off-Piste and Backcountry Avalanche Accidents in {A}ustria within the Years 1968 and 2011},
author = {Christian Pfeifer and Peter Höller and Achim Zeileis},
booktitle = {Proceedings of the 28th International Workshop on Statistical Modelling},
editor = {Vito M. R. Muggeo and Vincenza Capursi and Giovanni Boscaino and Gianfranco Lovison},
year = {2013},
pages = {743--747},
publisher = {Universit{\`a} di Palermo},
url = {https://www.zeileis.org/papers/Pfeifer+Hoeller+Zeileis-2013.pdf},
}
@Article{Hornik+Murdoch+Zeileis:2012,
author = {Kurt Hornik and Duncan Murdoch and Achim Zeileis},
title = {Who Did What? {T}he Roles of {R} Package Authors and How to Refer to Them},
journal = {The R Journal},
year = {2012},
volume = {4},
number = {1},
pages = {64--69},
month = {June},
doi = {10.32614/RJ-2012-009},
}
@Article{Wickelmaier+Strobl+Zeileis:2012,
author = {Florian Wickelmaier and Carolin Strobl and Achim Zeileis},
title = {Psychoco: Psychometric Computing in {R}},
journal = {Journal of Statistical Software},
year = {2012},
volume = {48},
number = {1},
pages = {1--5},
doi = {10.18637/jss.v048.i01},
}
@Article{Frick+Strobl+Leisch:2012,
author = {Hannah Frick and Carolin Strobl and Friedrich Leisch and Achim Zeileis},
title = {Flexible {R}asch Mixture Models with Package {psychomix}},
journal = {Journal of Statistical Software},
year = {2012},
volume = {48},
number = {7},
pages = {1--25},
doi = {10.18637/jss.v048.i07},
}
@Article{Gruen+Kosmidis+Zeileis:2012,
author = {Bettina Grün and Ioannis Kosmidis and Achim Zeileis},
title = {Extended Beta Regression in {R}: Shaken, Stirred, Mixed, and Partitioned},
journal = {Journal of Statistical Software},
year = {2012},
volume = {48},
number = {11},
pages = {1--25},
doi = {10.18637/jss.v048.i11},
}
@Article{Verbesselt+Zeileis+Herold:2012,
author = {Jan Verbesselt and Achim Zeileis and Martin Herold},
title = {Near Real-Time Disturbance Detection Using Satellite Image Time Series: Drought Detection in {S}omalia},
journal = {Remote Sensing of Environment},
year = {2012},
volume = {123},
pages = {98--108},
doi = {10.1016/j.rse.2012.02.022},
url = {https://www.zeileis.org/papers/Verbesselt+Zeileis+Herold-2012.pdf},
}
@Article{Umlauf+Mayr+Messner:2012,
author = {Nikolaus Umlauf and Georg Mayr and Jakob Messner and Achim Zeileis},
title = {Why Does It Always Rain on Me? {A} Spatio-Temporal Analysis of Precipitation in {A}ustria},
journal = {Austrian Journal of Statistics},
year = {2012},
volume = {41},
number = {1},
pages = {81--92},
url = {http://www.stat.tugraz.at/AJS/ausg121/121Zeileis.pdf},
}
@Article{Altman+Fox+Jackman:2011,
author = {Micah Altman and Simon Jackman and John Fox and Achim Zeileis},
title = {An Introduction to the Special Volume on ``{P}olitical Methodology''},
journal = {Journal of Statistical Software},
year = {2011},
volume = {42},
number = {1},
pages = {1--5},
doi = {10.18637/jss.v042.i01},
}
@Article{Strobl+Wickelmaier+Zeileis:2011,
author = {Carolin Strobl and Florian Wickelmaier and Achim Zeileis},
title = {Accounting for Individual Differences in {B}radley-{T}erry Models by Means of Recursive Partitioning},
journal = {Journal of Educational and Behavioral Statistics},
year = {2011},
volume = {36},
number = {2},
pages = {135--153},
doi = {10.3102/1076998609359791},
url = {https://www.zeileis.org/papers/Strobl+Wickelmaier+Zeileis-2011.pdf},
}
@Article{Leitner+Zeileis+Hornik:2011,
title = {Bookmaker Consensus and Agreement for the {UEFA} {C}hampions {L}eague 2008/09},
author = {Christoph Leitner and Achim Zeileis and Kurt Hornik},
journal = {IMA Journal of Management Mathematics},
year = {2011},
volume = {22},
number = {2},
pages = {183--194},
doi = {10.1093/imaman/dpq016},
url = {https://www.zeileis.org/papers/Leitner+Zeileis+Hornik-2011.pdf},
}
@Article{Kleiber+Zeileis:2010,
author = {Christian Kleiber and Achim Zeileis},
title = {The {G}runfeld Data at 50},
journal = {German Economic Review},
year = {2010},
volume = {11},
number = {4},
pages = {404--417},
doi = {10.1111/j.1468-0475.2010.00513.x},
url = {https://www.zeileis.org/papers/Kleiber+Zeileis-2010.pdf},
}
@Article{Verbesselt+Hyndman+Zeileis:2010,
author = {Jan Verbesselt and Rob Hyndman and Achim Zeileis and Darius Culvenor},
title = {Phenological Change Detection while Accounting for Abrupt and Gradual Trends in Satellite Image Time Series},
journal = {Remote Sensing of Environment},
year = {2010},
volume = {114},
number = {12},
pages = {2970--2980},
doi = {10.1016/j.rse.2010.08.003},
url = {https://www.zeileis.org/papers/Verbesselt+Hyndman+Zeileis-2010.pdf},
}
@Article{Leitner+Zeileis+Hornik:2010,
author = {Christoph Leitner and Achim Zeileis and Kurt Hornik},
title = {Forecasting Sports Tournaments by Ratings of (Prob)abilities: A Comparison for the {EURO}~2008},
journal = {International Journal of Forecasting},
year = {2010},
volume = {26},
number = {3},
pages = {471--481},
doi = {10.1016/j.ijforecast.2009.10.001},
url = {https://www.zeileis.org/papers/Leitner+Zeileis+Hornik-2010.pdf},
}
@Article{Cribari-Neto+Zeileis:2010,
author = {Francisco Cribari-Neto and Achim Zeileis},
title = {Beta Regression in {R}},
journal = {Journal of Statistical Software},
year = {2010},
volume = {34},
number = {2},
pages = {1--24},
doi = {10.18637/jss.v034.i02},
}
@Article{Zeileis+Croissant:2010,
author = {Achim Zeileis and Yves Croissant},
title = {Extended Model Formulas in {R}: Multiple Parts and Multiple Responses},
journal = {Journal of Statistical Software},
year = {2010},
volume = {34},
number = {1},
pages = {1--13},
doi = {10.18637/jss.v034.i01},
}
@Article{Zeileis+Shah+Patnaik:2010,
author = {Achim Zeileis and Ajay Shah and Ila Patnaik},
title = {Testing, Monitoring, and Dating Structural Changes in Exchange Rate Regimes},
journal = {Computational Statistics \& Data Analysis},
year = {2010},
volume = {54},
number = {6},
pages = {1696--1706},
doi = {10.1016/j.csda.2009.12.005},
url = {https://www.zeileis.org/papers/Zeileis+Shah+Patnaik-2010.pdf},
}
@Article{Leitner+Zeileis+Hornik:2009a,
title = {Is {F}ederer Stronger in a Tournament Without {N}adal? {A}n Evaluation of Odds and Seedings for {W}imbledon~2009},
author = {Christoph Leitner and Achim Zeileis and Kurt Hornik},
journal = {Austrian Journal of Statistics},
year = {2009},
volume = {38},
number = {4},
pages = {277--286},
url = {http://www.stat.tugraz.at/AJS/ausg094/094Leitner.pdf},
}
@Article{Zeileis+Kleiber:2009,
author = {Achim Zeileis and Christian Kleiber},
title = {Approximate Replication of High-Breakdown Robust Regression Techniques},
journal = {Journal of Economic and Social Measurement},
year = {2009},
volume = {34},
number = {2--3},
pages = {191--203},
doi = {10.3233/JEM-2009-0314},
url = {https://www.zeileis.org/papers/Zeileis+Kleiber-2009.pdf},
}
@Article{Strobl+Hothorn+Zeileis:2009,
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},
journal = {The R Journal},
year = {2009},
volume = {1},
number = {2},
pages = {14--17},
month = {December},
doi = {10.32614/RJ-2009-013},
}
@Article{Tolon+Dray+Loison:2009,
author = {Vincent Tolon and Stéphane Dray and Anne Loison and Achim Zeileis and Claude Fischer and Eric Baubet},
title = {Responding to Spatial and Temporal Variations in Predation Risk: Space Use of a Game Species in a Changing Landscape of Fear},
journal = {Canadian Journal of Zoology},
year = {2009},
volume = {87},
number = {12},
pages = {1129--1137},
doi = {10.1139/Z09-101},
url = {https://www.zeileis.org/papers/Tolon+Dray+Loison-2009.pdf},
}
@Article{Koenker+Zeileis:2009,
author = {Roger Koenker and Achim Zeileis},
title = {On Reproducible Econometric Research},
journal = {Journal of Applied Econometrics},
year = {2009},
volume = {24},
number = {5},
pages = {833--847},
doi = {10.1002/jae.1083},
url = {https://www.zeileis.org/papers/Koenker+Zeileis-2009.pdf},
}
@Article{SchaffhauserLinzatti+Zeileis+Rauner:2009,
author = {Michaela Schaffhauser-Linzatti and Achim Zeileis and Marion Rauner},
title = {Effects of the {A}ustrian Performance-Oriented Inpatient Reimbursement System on Treatment Patterns: Illustrated on Cases with Knee-Joint Problems},
journal = {Central European Journal of Operations Research},
year = {2009},
volume = {17},
number = {3},
pages = {293--314},
doi = {10.1007/s10100-009-0089-z},
url = {https://www.zeileis.org/papers/SchaffhauserLinzatti+Zeileis+Rauner-2009.pdf},
}
@Article{Theussl+Zeileis:2009,
author = {Stefan Theußl and Achim Zeileis},
title = {Collaborative Software Development Using {R}-{F}orge},
journal = {The R Journal},
year = {2009},
volume = {1},
number = {1},
pages = {9--14},
month = {May},
doi = {10.32614/RJ-2009-007},
}
@Article{Hornik+Buchta+Zeileis:2009,
author = {Kurt Hornik and Christian Buchta and Achim Zeileis},
title = {Open-Source Machine Learning: {R} Meets {Weka}},
journal = {Computational Statistics},
year = {2009},
volume = {24},
number = {2},
pages = {225--232},
doi = {10.1007/s00180-008-0119-7},
url = {https://www.zeileis.org/papers/Hornik+Buchta+Zeileis-2009.pdf},
}
@Article{Zeileis+Hornik+Murrell:2009,
author = {Achim Zeileis and Kurt Hornik and Paul Murrell},
title = {Escaping {RGB}land: Selecting Colors for Statistical Graphics},
journal = {Computational Statistics \& Data Analysis},
year = {2009},
volume = {53},
number = {9},
pages = {3259--3270},
doi = {10.1016/j.csda.2008.11.033},
url = {https://www.zeileis.org/papers/Zeileis+Hornik+Murrell-2009.pdf},
}
@Article{Gruen+Zeileis:2009,
author = {Bettina Grün and Achim Zeileis},
title = {Automatic Generation of Exams in {R}},
journal = {Journal of Statistical Software},
year = {2009},
volume = {29},
number = {10},
pages = {1--14},
doi = {10.18637/jss.v029.i10},
}
@InProceedings{Leitner+Zeileis+Hornik:2009,
title = {Forecasting the Winner of the {UEFA} {C}hampions {L}eague 2008/09},
author = {Christoph Leitner and Achim Zeileis and Kurt Hornik},
editor = {Ruud Koning and Philip Scarf},
booktitle = {Proceedings of the 2nd International Conference on Mathematics in Sport -- {IMA} Sport 2009},
year = {2009},
pages = {94--99},
url = {https://www.zeileis.org/papers/Leitner+Zeileis+Hornik-2009.pdf},
}
@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},
url = {https://www.zeileis.org/papers/Hothorn+Zeileis-2008.pdf},
}
@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},
volume = {28},
number = {8},
pages = {1--23},
journal = {Journal of Statistical Software},
doi = {10.18637/jss.v028.i08},
}
@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},
url = {https://www.zeileis.org/papers/Zeileis+Hothorn+Hornik-2008.pdf},
}
@InProceedings{Strobl+Zeileis:2008,
author = {Carolin Strobl and Achim Zeileis},
title = {Danger: High Power! -- {E}xploring the Statistical Properties of a Test for Random Forest Variable Importance},
booktitle = {COMPSTAT 2008 -- Proceedings in Computational Statistics},
volume = {II},
pages = {59--66},
editor = {Paula Brito},
publisher = {Physica Verlag, Heidelberg, Germany},
isbn = {978-3-7908-2083-6},
year = {2008},
url = {https://www.zeileis.org/papers/Strobl+Zeileis-2008.pdf},
}
@Article{Zeileis+Koenker:2008,
author = {Achim Zeileis and Roger Koenker},
title = {Econometrics in {R}: Past, Present, and Future},
journal = {Journal of Statistical Software},
year = {2008},
volume = {27},
number = {1},
pages = {1--5},
doi = {10.18637/jss.v027.i01},
}
@Article{Zeileis+Kleiber+Jackman:2008,
author = {Achim Zeileis and Christian Kleiber and Simon Jackman},
title = {Regression Models for Count Data in {R}},
journal = {Journal of Statistical Software},
year = {2008},
volume = {27},
number = {8},
pages = {1--25},
doi = {10.18637/jss.v027.i08},
}
@Article{Strobl+Boulesteix+Kneib:2008,
author = {Carolin Strobl and Anne-Laure Boulesteix and Thomas Kneib and Thomas Augustin and Achim Zeileis},
title = {Conditional Variable Importance for Random Forests},
journal = {{BMC} Bioinformatics},
year = {2008},
volume = {9},
number = {307},
doi = {10.1186/1471-2105-9-307},
url = {http://www.biomedcentral.com/1471-2105/9/307/},
}
@InProceedings{Schauerhuber+Zeileis+Meyer+Hornik:2008,
author = {Michael Schauerhuber and Achim Zeileis and David Meyer and Kurt Hornik},
title = {Benchmarking Open-Source Tree Learners in {R}/{RWeka}},
booktitle = {Data Analysis, Machine Learning and Applications (Proceedings of the 31st Annual Conference of the Gesellschaft f\"ur Klassifikation e.V., Albert-Ludwigs-Universit\"at Freiburg, March 7--9, 2007)},
editor = {Christine Preisach and Hans Burkhardt and Lars Schmidt-Thieme and Reinhold Decker},
year = {2008},
pages = {389--396},
doi = {10.1007/978-3-540-78246-9_46},
url = {https://www.zeileis.org/papers/Schauerhuber+Zeileis+Meyer-2008.pdf},
}
@Article{Zeileis+Hornik:2007,
author = {Achim Zeileis and Kurt Hornik},
title = {Generalized {M}-Fluctuation Tests for Parameter Instability},
journal = {Statistica Neerlandica},
year = {2007},
volume = {61},
number = {4},
pages = {488--508},
doi = {10.1111/j.1467-9574.2007.00371.x},
url = {https://www.zeileis.org/papers/Zeileis+Hornik-2007.pdf},
}
@Article{Zeileis+Meyer+Hornik:2007,
author = {Achim Zeileis and David Meyer and Kurt Hornik},
title = {Residual-Based Shadings for Visualizing (Conditional) Independence},
journal = {Journal of Computational and Graphical Statistics},
year = {2007},
volume = {16},
number = {3},
pages = {507--525},
doi = {10.1198/106186007X237856},
url = {https://www.zeileis.org/papers/Zeileis+Meyer+Hornik-2007.pdf},
}
@InProceedings{Mair+Zeileis:2007,
author = {Patrick Mair and Achim Zeileis},
title = {Out-of-Sample Bootstrap Tests for Non-Nested Models},
editor = {Joan {del Castillo} and Anna Espinal and Pedro Puig},
booktitle = {Proceedings of the 22nd International Workshop on Statistical Modelling},
year = {2007},
pages = {427--430},
url = {https://www.zeileis.org/papers/Mair+Zeileis-2007.pdf},
}
@Article{Strobl+Boulesteix+Zeileis:2007,
author = {Carolin Strobl and Anne-Laure Boulesteix and Achim Zeileis and Torsten Hothorn},
title = {Bias in Random Forest Variable Importance Measures: Illustrations, Sources and a Solution},
journal = {{BMC} Bioinformatics},
year = {2007},
volume = {8},
number = {25},
url = {http://www.biomedcentral.com/1471-2105/8/25/},
doi = {10.1186/1471-2105-8-25},
}
@Article{Meyer+Zeileis+Hornik:2006,
author = {David Meyer and Achim Zeileis and Kurt Hornik},
title = {The Strucplot Framework: Visualizing Multi-Way Contingency Tables with {vcd}},
journal = {Journal of Statistical Software},
year = {2006},
volume = {17},
number = {3},
pages = {1--48},
doi = {10.18637/jss.v017.i03},
}
@Article{Hothorn+Hornik+Zeileis:2006,
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},
url = {https://www.zeileis.org/papers/Hothorn+Hornik+Zeileis-2006.pdf},
}
@Article{Zeileis:2006a,
author = {Achim Zeileis},
title = {Object-Oriented Computation of Sandwich Estimators},
year = {2006},
journal = {Journal of Statistical Software},
volume = {16},
number = {9},
pages = {1--16},
doi = {10.18637/jss.v016.i09},
}
@Article{Hothorn+Hornik+VanDeWiel:2006,
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},
url = {https://www.zeileis.org/papers/Hothorn+Hornik+VanDeWiel-2006.pdf},
}
@Article{Zeileis:2006,
author = {Achim Zeileis},
title = {Implementing a Class of Structural Change Tests: An Econometric Computing Approach},
journal = {Computational Statistics \& Data Analysis},
volume = {50},
number = {11},
pages = {2987--3008},
year = {2006},
doi = {10.1016/j.csda.2005.07.001},
url = {https://www.zeileis.org/papers/Zeileis-2006.pdf},
}
@Article{Veichtlbauer+Zeileis+Leisch:2006,
author = {Ortrun Veichtlbauer and Achim Zeileis and Friedrich Leisch},
title = {The Impact of Interventions on a Pre-Industrial {A}ustrian {A}lpine Population},
journal = {Collegium Antropologicum},
year = {2006},
volume = {30},
number = {1},
pages = {1--11},
url = {http://hrcak.srce.hr/index.php?show=clanak&id_clanak_jezik=11300},
}
@Article{Zeileis:2005c,
author = {Achim Zeileis},
title = {A Unified Approach to Structural Change Tests Based on {ML} Scores, {$F$} Statistics, and {OLS} Residuals},
journal = {Econometric Reviews},
year = {2005},
volume = {24},
number = {4},
pages = {445--466},
doi = {10.1080/07474930500406053},
url = {https://www.zeileis.org/papers/Zeileis-2005a.pdf},
}
@Article{Hothorn+Leisch+Zeileis:2005,
author = {Torsten Hothorn and Friedrich Leisch and Achim Zeileis and Kurt Hornik},
title = {The Design and Analysis of Benchmark Experiments},
journal = {Journal of Computational and Graphical Statistics},
year = {2005},
volume = {14},
number = {3},
pages = {675--699},
doi = {10.1198/106186005X59630},
url = {https://www.zeileis.org/papers/Hothorn+Leisch+Zeileis-2005.pdf},
}
@Article{Zeileis+Kleiber:2005,
author = {Achim Zeileis and Christian Kleiber},
title = {Validating Multiple Structural Change Models -- {A} Case Study},
journal = {Journal of Applied Econometrics},
year = {2005},
volume = {20},
number = {5},
pages = {685--690},
doi = {10.1002/jae.856},
url = {https://www.zeileis.org/papers/Zeileis+Kleiber-2005.pdf},
}
@Article{Zeileis+Grothendieck:2005,
author = {Achim Zeileis and Gabor Grothendieck},
title = {{zoo}: {S3} Infrastructure for Regular and Irregular Time Series},
journal = {Journal of Statistical Software},
year = {2005},
volume = {14},
number = {6},
pages = {1--27},
doi = {10.18637/jss.v014.i06},
}
@Article{Zeileis:2005,
author = {Achim Zeileis},
title = {{CRAN} Task Views},
journal = {{R} News},
year = {2005},
volume = {5},
number = {1},
pages = {39--40},
month = {May},
url = {http://CRAN.R-project.org/doc/Rnews/},
}
@Article{Zeileis+Leisch+Kleiber:2005,
author = {Achim Zeileis and Friedrich Leisch and Christian Kleiber and Kurt Hornik},
title = {Monitoring Structural Change in Dynamic Econometric Models},
journal = {Journal of Applied Econometrics},
year = {2005},
volume = {20},
number = {1},
pages = {99--121},
doi = {10.1002/jae.776},
url = {https://www.zeileis.org/papers/Zeileis+Leisch+Kleiber-2005.pdf},
}
@Article{Zeileis:2004a,
author = {Achim Zeileis},
title = {Econometric Computing with {HC} and {HAC} Covariance Matrix Estimators},
year = {2004},
journal = {Journal of Statistical Software},
volume = {11},
number = {10},
pages = {1--17},
doi = {10.18637/jss.v011.i10},
}
@Article{Karatzoglou+Smola+Hornik:2004,
author = {Alexandros Karatzoglou and Alex Smola and Kurt Hornik and Achim Zeileis},
title = {{kernlab} -- {A}n {S4} Package for Kernel Methods in {R}},
year = {2004},
journal = {Journal of Statistical Software},
volume = {11},
number = {9},
pages = {1--20},
doi = {10.18637/jss.v011.i09},
}
@Article{Zeileis:2004,
author = {Achim Zeileis},
title = {Alternative Boundaries for {CUSUM} Tests},
journal = {Statistical Papers},
year = {2004},
volume = {45},
number = {1},
pages = {123--131},
doi = {10.1007/BF02778274},
url = {https://www.zeileis.org/papers/Zeileis-2004.pdf},
}
@Article{Zeileis+Kleiber+Kraemer:2003,
author = {Achim Zeileis and Christian Kleiber and Walter Krämer and Kurt Hornik},
title = {Testing and Dating of Structural Changes in Practice},
journal = {Computational Statistics \& Data Analysis},
year = {2003},
volume = {44},
number = {1--2},
pages = {109--123},
doi = {10.1016/S0167-9473(03)00030-6},
url = {https://www.zeileis.org/papers/Zeileis+Kleiber+Kraemer-2003.pdf},
}
@InProceedings{Meyer+Zeileis+Hornik:2003,
author = {David Meyer and Achim Zeileis and Kurt Hornik},
title = {Visualizing Independence Using Extended Association Plots},
booktitle = {Proceedings of the 3rd International Workshop on Distributed Statistical Computing, Vienna, Austria},
editor = {Kurt Hornik and Friedrich Leisch and Achim Zeileis},
year = {2003},
url = {http://www.ci.tuwien.ac.at/Conferences/DSC-2003/Proceedings/},
note = {{ISSN 1609-395X}},
}
@InProceedings{Karatzoglou+Smola+Zeileis:2003,
author = {Alexandros Karatzoglou and Alex Smola and Achim Zeileis and Kurt Hornik},
title = {{kernlab} -- {A} Kernel Methods Package},
booktitle = {Proceedings of the 3rd International Workshop on Distributed Statistical Computing, Vienna, Austria},
editor = {Kurt Hornik and Friedrich Leisch and Achim Zeileis},
year = {2003},
url = {http://www.ci.tuwien.ac.at/Conferences/DSC-2003/Proceedings/},
note = {{ISSN 1609-395X}},
}
@Article{Rauner+Zeileis+Schaffhauser-Linzatti:2003,
author = {Marion S. Rauner and Achim Zeileis and Michaela-Maria Schaffhauser-Linzatti and Kurt Hornik},
title = {Modelling the Effects of the {A}ustrian Inpatient Reimbursement System on Length-of-Stay Distributions},
journal = {OR Spectrum},
year = {2003},
volume = {25},
number = {2},
pages = {183--206},
doi = {10.1007/s00291-003-0120-z},
}
@Article{Zeileis+Hothorn:2002,
author = {Achim Zeileis and Torsten Hothorn},
title = {Diagnostic Checking in Regression Relationships},
journal = {{R} News},
year = {2002},
volume = {2},
number = {3},
pages = {7--10},
month = {December},
url = {http://CRAN.R-project.org/doc/Rnews/},
}
@InCollection{Zeileis+Veichtlbauer:2002,
author = {Achim Zeileis and Ortrun Veichtlbauer},
title = {Policy Interventions Affecting Illegitimacy in Preindustrial {A}ustria: {A} Structural Change Analysis},
booktitle = {{Festschrift 50 Jahre {\"O}sterreichische Statistische Gesellschaft}},
year = {2002},
pages = {133--146},
publisher = {{\"O}sterreichische Statistische Gesellschaft},
editor = {Rudolf Dutter},
url = {http://www.statistik.tuwien.ac.at/oezstat/},
note = {{ISSN 1026-597X}},
}
@Article{Zeileis+Leisch+Hornik:2002,
author = {Achim Zeileis and Friedrich Leisch and Kurt Hornik and Christian Kleiber},
title = {{strucchange}: {A}n {R} Package for Testing for Structural Change in Linear Regression Models},
journal = {Journal of Statistical Software},
year = {2002},
volume = {7},
number = {2},
pages = {1--38},
doi = {10.18637/jss.v007.i02},
}
@Article{Zeileis:2001,
author = {Achim Zeileis},
title = {{strucchange}: {T}esting for Structural Change in Linear Regression Relationships},
journal = {{R} News},
year = {2001},
volume = {1},
number = {3},
pages = {8--11},
month = {September},
url = {http://CRAN.R-project.org/doc/Rnews/},
}