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Emails & domains

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Websites & social links

https://www.zeileis.org/

Other IDs

ResearcherID: K-9226-2015
Loop profile: 159537
Scopus Author ID: 6508193927

Keywords

statistical software, statistical modeling, machine learning, weather forecasting, psychometrics, e-learning, open access

Countries

Austria

Activities

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Employment (3)

Universität Innsbruck: Innsbruck, AT

2010-03-01 to present | Professor (Department of Statistics, Faculty of Economics and Statistics)
Employment
Source: Self-asserted source
Achim Zeileis

WU Wirtschaftsuniversität Wien: Wien, AT

2003-12-01 to 2010-02-29 | Assistant Professor (Department of Statistics and Mathematics)
Employment
Source: Self-asserted source
Achim Zeileis

Technische Universität Wien: Wien, AT

2000-10-01 to 2003-11-30 | PhD Student (Statistics & Probability Theory)
Employment
Source: Self-asserted source
Achim Zeileis

Education and qualifications (2)

Technische Universität Dortmund Fakultät Statistik: Dortmund, Nordrhein-Westfalen, DE

2000-10-01 to 2003-11-30 | Dr. rer. nat. (Statistik)
Education
Source: Self-asserted source
Achim Zeileis

Technische Universität Dortmund Fakultät Statistik: Dortmund, Nordrhein-Westfalen, DE

1996-10-01 to 2000-09-30 | Dipl.-Stat. (Statistik)
Education
Source: Self-asserted source
Achim Zeileis

Professional activities (1)

The R Foundation for Statistical Computing: Vienna, AT

Ordinary member
Membership
Source: Self-asserted source
Achim Zeileis

Funding (3)

Multivariate Probabilistic Forecasting of Weather Using Joint Distributional Regression

2018-10-01 to present | Grant
FWF Austrian Science Fund (Vienna, AT)
URL: https://app.dimensions.ai/details/grant/grant.7825259
GRANT_NUMBER: P 31836
Source: Self-asserted source
Achim Zeileis via DimensionsWizard

Profcast - Probabilistic Nowcasting of Wind Profiles

2017-08 to 2020-07 | Grant
Österreichische Forschungsförderungsgesellschaft mbH (Vienna, AT)
GRANT_NUMBER:

9080674
Source: Self-asserted source
Achim Zeileis

Forecasting Alpine snow amounts for the safety of people, infrastructure and transport

2013-09-01 to 2016-10-31 | Grant
Austrian Science Fund (Vienna, AT)
GRANT_NUMBER:

TRP 290-N26

GRANT_NUMBER: TRP 290-N26
Source: Self-asserted source
Achim Zeileis via DimensionsWizard
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Works (50 of 173)

Items per page:
Page 1 of 4

FrAMBI: A Software Framework for Auditory Modeling Based on Bayesian Inference

Neuroinformatics
2025-02-10 | Journal article
DOI: 10.1007/s12021-024-09702-5
Contributors: Roberto Barumerli; Piotr Majdak
Source: check_circle
Crossref

Looking under the Lid: Understanding the Influence of Atmospheric Deserts on Heat Wave and Thunderstorm Formation

2025-01-20 | Preprint
DOI: 10.5194/egusphere-egu24-8999
Contributors: Fiona Fix; Georg Mayr; Isabell Stucke; Achim Zeileis
Source: check_circle
Crossref

Detection and consequences of atmospheric deserts: insights from a case study

Weather and Climate Dynamics
2024-12-20 | Journal article
DOI: 10.5194/wcd-5-1545-2024
Contributors: Fiona Fix; Georg Mayr; Achim Zeileis; Isabell Stucke; Reto Stauffer
Source: check_circle
Crossref

colorspace: A Python Toolbox for Manipulating and Assessing Colors and Palettes

Journal of Open Source Software
2024-10-29 | Journal article
DOI: 10.21105/joss.07120
Contributors: Reto Stauffer; Achim Zeileis
Source: check_circle
Crossref

Hot or Boom? The Influence of Atmospheric Deserts on Heat Wave and Thunderstorm Formation

2024-08-16 | Preprint
DOI: 10.5194/ems2024-216
Contributors: Fiona Fix; Georg Mayr; Isabell Stucke; Achim Zeileis
Source: check_circle
Crossref

Atmospheric Deserts: Detection and Consequences

2024-07-17 | Preprint
DOI: 10.5194/egusphere-2024-2143
Contributors: Fiona Fix; Georg Johann Mayr; Achim Zeileis; Isabell Kathrin Stucke; Reto Stauffer
Source: check_circle
Crossref

Supplementary material to "Atmospheric Deserts: Detection and Consequences"

2024-07-17 | Preprint
DOI: 10.5194/egusphere-2024-2143-supplement
Contributors: Fiona Fix; Georg Johann Mayr; Achim Zeileis; Isabell Kathrin Stucke; Reto Stauffer
Source: check_circle
Crossref

Subgroup detection in linear growth curve models with generalized linear mixed model (GLMM) trees

Behavior Research Methods
2024-05-29 | Journal article
DOI: 10.3758/s13428-024-02389-1
Contributors: Marjolein Fokkema; Achim Zeileis
Source: check_circle
Crossref

Diagnosing upward lightning from tall objects from meteorological thunderstorm environments

Electric Power Systems Research
2024-04 | Journal article
DOI: 10.1016/j.epsr.2024.110199
Contributors: Isabell Stucke; Deborah Morgenstern; Achim Zeileis; Georg J. Mayr; Thorsten Simon; Gerhard Diendorfer; Wolfgang Schulz; Hannes Pichler
Source: check_circle
Crossref

Amplification of annual and diurnal cycles of alpine lightning

Climate Dynamics
2023-11 | Journal article
DOI: 10.1007/s00382-023-06786-8
Contributors: Thorsten Simon; Georg J. Mayr; Deborah Morgenstern; Nikolaus Umlauf; Achim Zeileis
Source: check_circle
Crossref

Robust weather-adaptive post-processing using model output statistics random forests

Nonlinear Processes in Geophysics
2023-11-20 | Journal article
DOI: 10.5194/npg-30-503-2023
Contributors: Thomas Muschinski; Georg J. Mayr; Achim Zeileis; Thorsten Simon
Source: check_circle
Crossref

ONLINE TESTS WITH R/EXAMS: A FUNDAMENTAL TOOL FOR STEM (SCIENCE, TECHNOLOGY, ENGINEERING AND MATHEMATICS) TEACHERS

2023-07 | Conference paper
DOI: 10.21125/edulearn.2023.0101
Contributors: M. Cristina Miranda; Achim Zeileis
Source: check_circle
Crossref

Robust weather-adaptive postprocessing using MOS random forests

2023-05-30 | Preprint
DOI: 10.5194/egusphere-2023-1021
Contributors: Thomas Muschinski; Georg J. Mayr; Achim Zeileis; Thorsten Simon
Source: check_circle
Crossref

Thunderstorm environments in Europe

Weather and Climate Dynamics
2023-05-25 | Journal article
DOI: 10.5194/wcd-4-489-2023
Contributors: Deborah Morgenstern; Isabell Stucke; Georg J. Mayr; Achim Zeileis; Thorsten Simon
Source: check_circle
Crossref

Thunderstorm Types in Europe

2023-01-02 | Preprint
DOI: 10.5194/egusphere-2022-1453
Contributors: Deborah Morgenstern; Isabell Stucke; Georg J. Mayr; Achim Zeileis; Thorsten Simon
Source: check_circle
Crossref

Predicting power ramps from joint distributions of future wind speeds

Wind Energy Science
2022-12-08 | Journal article
DOI: 10.5194/wes-7-2393-2022
Contributors: Thomas Muschinski; Moritz N. Lang; Georg J. Mayr; Jakob W. Messner; Achim Zeileis; Thorsten Simon
Source: check_circle
Crossref

Meteorological thunderstorm types in Europe

2022-06-28 | Preprint
DOI: 10.5194/ems2022-201
Contributors: Deborah Morgenstern; Isabell Stucke; Thorsten Simon; Georg J. Mayr; Achim Zeileis
Source: check_circle
Crossref

Predicting power ramps from joint distributions of future wind speeds

2022-06-02 | Preprint
DOI: 10.5194/wes-2022-48
Contributors: Thomas Muschinski; Moritz N. Lang; Georg J. Mayr; Jakob W. Messner; Achim Zeileis; Thorsten Simon
Source: check_circle
Crossref

Differentiating lightning in winter and summer with characteristics of the wind field and mass field

Weather and Climate Dynamics
2022-03-31 | Journal article
DOI: 10.5194/wcd-3-361-2022
Contributors: Deborah Morgenstern; Isabell Stucke; Thorsten Simon; Georg J. Mayr; Achim Zeileis
Source: check_circle
Crossref

Graphical Model Assessment of Probabilistic Forecasts

2022-03-28 | Preprint
DOI: 10.5194/egusphere-egu22-11689
Contributors: Moritz N. Lang; Reto Stauffer; Achim Zeileis
Source: check_circle
Crossref

Amplification of annual and diurnal cycles of alpine lightning over the past four decades

2022-03-27 | Preprint
DOI: 10.5194/egusphere-egu22-1314
Contributors: Thorsten Simon; Georg J. Mayr; Deborah Morgenstern; Nikolaus Umlauf; Achim Zeileis
Source: check_circle
Crossref

Probabilistic power ramp forecasts using multivariate Gaussian regression

2022-03-27 | Preprint
DOI: 10.5194/egusphere-egu22-2176
Contributors: Thomas Muschinski; Moritz N. Lang; Georg J. Mayr; Jakob W. Messner; Thorsten Simon; Achim Zeileis
Source: check_circle
Crossref

Upward lightning at tall structures: Atmospheric drivers for trigger mechanisms and flash type

2022-03-27 | Preprint
DOI: 10.5194/egusphere-egu22-958
Contributors: Isabell Stucke; Deborah Morgenstern; Thorsten Simon; Georg J. Mayr; Gerhard Diendorfer; Wolfgang Schulz; Hannes Pichler; Achim Zeileis
Source: check_circle
Crossref

Differentiating lightning in winter and summer with characteristics of wind field and mass field

2022-03-26 | Preprint
DOI: 10.5194/egusphere-egu22-824
Contributors: Deborah Morgenstern; Isabell Stucke; Thorsten Simon; Georg J. Mayr; Achim Zeileis
Source: check_circle
Crossref

An R toolbox for score-based measurement invariance tests in IRT models

Behavior Research Methods
2021-12-16 | Journal article
DOI: 10.3758/s13428-021-01689-0
Contributors: Lennart Schneider; Carolin Strobl; Achim Zeileis; Rudolf Debelak
Source: check_circle
Crossref

Differentiating lightning in winter and summer with characteristics of wind-field and mass-field

2021-10-15 | Preprint
DOI: 10.5194/wcd-2021-68
Contributors: Deborah Morgenstern; Isabell Stucke; Thorsten Simon; Georg J. Mayr; Achim Zeileis
Source: check_circle
Crossref

Predictive Distribution Modeling Using Transformation Forests

Journal of Computational and Graphical Statistics
2021-10-02 | Journal article
DOI: 10.1080/10618600.2021.1872581
Contributors: Torsten Hothorn; Achim Zeileis
Source: check_circle
Crossref

Multivariate postprocessing using Cholesky-based multivariate Gaussian regression

2021-03-04 | Other
DOI: 10.5194/egusphere-egu21-9840
Contributors: Thomas Muschinski; Georg J. Mayr; Thorsten Simon; Achim Zeileis
Source: check_circle
Crossref

Network Trees: A Method for Recursively Partitioning Covariance Structures

Psychometrika
2020-12 | Journal article
DOI: 10.1007/s11336-020-09731-4
Contributors: Payton J. Jones; Patrick Mair; Thorsten Simon; Achim Zeileis
Source: check_circle
Crossref

Remember the past: A comparison of time-adaptive training schemes for non-homogeneous regression

2020-03-23 | Other
DOI: 10.5194/egusphere-egu2020-2588
Contributors: Moritz N. Lang; Sebastian Lerch; Georg J. Mayr; Thorsten Simon; Reto Stauffer; Achim Zeileis
Source: check_circle
Crossref

Robust Color Maps That Work for Most Audiences (Including the U.S. President)

2020-03-23 | Other
DOI: 10.5194/egusphere-egu2020-7173
Contributors: Reto Stauffer; Achim Zeileis
Source: check_circle
Crossref

Remember the past: a comparison of time-adaptive training schemes for non-homogeneous regression

Nonlinear Processes in Geophysics
2020-02-05 | Journal article
DOI: 10.5194/npg-27-23-2020
Contributors: Moritz N. Lang; Sebastian Lerch; Georg J. Mayr; Thorsten Simon; Reto Stauffer; Achim Zeileis
Source: check_circle
Crossref

Remember the past: A comparison of time-adaptive training schemes for non-homogeneous regression

2019-10-02 | Preprint
DOI: 10.5194/npg-2019-49
Contributors: Moritz N. Lang; Sebastian Lerch; Georg J. Mayr; Thorsten Simon; Reto Stauffer; Achim Zeileis
Source: check_circle
Crossref

Generalised linear model trees with global additive effects

Advances in Data Analysis and Classification
2019-09-05 | Journal article
DOI: 10.1007/s11634-018-0342-1
Contributors: Heidi Seibold; Torsten Hothorn; Achim Zeileis
Source: check_circle
Crossref

Low-visibility forecasts for different flight planning horizons using tree-based boosting models

Advances in Statistical Climatology, Meteorology and Oceanography
2019-06-24 | Journal article
DOI: 10.5194/ascmo-5-101-2019
Contributors: Sebastian J. Dietz; Philipp Kneringer; Georg J. Mayr; Achim Zeileis
Source: check_circle
Crossref

Skewed logistic distribution for statistical temperature post-processing in mountainous areas

Advances in Statistical Climatology, Meteorology and Oceanography
2019-06-18 | Journal article
DOI: 10.5194/ascmo-5-87-2019
Contributors: Manuel Gebetsberger; Reto Stauffer; Georg J. Mayr; Achim Zeileis
Source: check_circle
Crossref

model4you: An R Package for Personalised Treatment Effect Estimation

Journal of Open Research Software
2019-05-15 | Journal article
DOI: 10.5334/jors.219
Contributors: Heidi Seibold; Achim Zeileis; Torsten Hothorn
Source: check_circle
Crossref

Bivariate Gaussian models for wind vectors in a distributional regression framework

Adv. Stat. Clim. Meteorol. Oceanogr. 5 (2019) 115-132
2019-04-02 | Preprint
DOI: 10.5194/ascmo-5-115-2019
ARXIV: arXiv:1904.01659v1
Source: Self-asserted source
Achim Zeileis
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NWP-based lightning prediction using flexible count data regression

Advances in Statistical Climatology, Meteorology and Oceanography
2019-02-04 | Journal article
DOI: 10.5194/ascmo-5-1-2019
Contributors: Thorsten Simon; Georg J. Mayr; Nikolaus Umlauf; Achim Zeileis
Source: check_circle
Crossref

Massively-parallel break detection for satellite data

Proceedings of the 30th International Conference on Scientific and Statistical Database Management - SSDBM '18
2018 | Conference paper
DOI: 10.1145/3221269.3223032
Part of ISBN: 9781450365055
Contributors: Malte von Mehren; Fabian Gieseke; Jan Verbesselt; Sabina Rosca; Stéphanie Horion; Achim Zeileis
Source: Self-asserted source
Achim Zeileis via Crossref Metadata Search

Hourly probabilistic snow forecasts over complex terrain: a hybrid ensemble postprocessing approach

Advances in Statistical Climatology, Meteorology and Oceanography
2018-12-14 | Journal article
DOI: 10.5194/ascmo-4-65-2018
Contributors: Reto Stauffer; Georg J. Mayr; Jakob W. Messner; Achim Zeileis
Source: check_circle
Crossref

Correction to: Forecasting Low-Visibility Procedure States with Tree-Based Statistical Methods

Pure and Applied Geophysics
2018-11 | Journal article
DOI: 10.1007/s00024-018-1993-8
Part of ISSN: 0033-4553
Contributors: Sebastian J. Dietz; Philipp Kneringer; Georg J. Mayr; Achim Zeileis
Source: Self-asserted source
Achim Zeileis via Crossref Metadata Search

Probabilistic Forecasting of Thunderstorms in the Eastern Alps

Monthly Weather Review
2018-09 | Journal article
DOI: 10.1175/mwr-d-17-0366.1
Part of ISSN: 0027-0644
Contributors: Thorsten Simon; Peter Fabsic; Georg J. Mayr; Nikolaus Umlauf; Achim Zeileis
Source: Self-asserted source
Achim Zeileis via Crossref Metadata Search

Forecasting Low-Visibility Procedure States with Tree-Based Statistical Methods

Pure and Applied Geophysics
2018-06 | Journal article
DOI: 10.1007/s00024-018-1914-x
Part of ISSN: 0033-4553
Contributors: Sebastian J. Dietz; Philipp Kneringer; Georg J. Mayr; Achim Zeileis
Source: Self-asserted source
Achim Zeileis via Crossref Metadata Search

Probabilistic Nowcasting of Low-Visibility Procedure States at Vienna International Airport During Cold Season

Pure and Applied Geophysics
2018-04 | Journal article
DOI: 10.1007/s00024-018-1863-4
Part of ISSN: 0033-4553
Contributors: Philipp Kneringer; Sebastian J. Dietz; Georg J. Mayr; Achim Zeileis
Source: Self-asserted source
Achim Zeileis via Crossref Metadata Search

Distributional Regression Forests for Probabilistic Precipitation Forecasting in Complex Terrain

The Annals of Applied Statistics, Volume 13, Number 3 (2019), 1564-1589
2018-04-09 | Preprint
DOI: 10.1214/19-aoas1247
ARXIV: arXiv:1804.02921v3
Source: Self-asserted source
Achim Zeileis

Score-Based Tests of Differential Item Functioning via Pairwise Maximum Likelihood Estimation

Psychometrika
2018-03 | Journal article
DOI: 10.1007/s11336-017-9591-8
Contributors: Ting Wang; Carolin Strobl; Achim Zeileis; Edgar C. Merkle
Source: check_circle
Crossref

Spatial and temporal analysis of fatal off-piste and backcountry avalanche accidents in Austria with a comparison of results in Switzerland, France, Italy and the US

Natural Hazards and Earth System Sciences
2018-02 | Journal article
DOI: 10.5194/nhess-18-571-2018
Part of ISSN: 1684-9981
Contributors: Christian Pfeifer; Peter Höller; Achim Zeileis
Source: Self-asserted source
Achim Zeileis via Crossref Metadata Search
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BAMLSS: Bayesian Additive Models for Location, Scale and Shape (and Beyond)

Journal of Computational and Graphical Statistics
2017-11 | Journal article
DOI: 10.1080/10618600.2017.1407325
Part of ISSN: 1061-8600
Contributors: Nikolaus Umlauf; Nadja Klein; Achim Zeileis
Source: Self-asserted source
Achim Zeileis via Crossref Metadata Search

Detecting treatment-subgroup interactions in clustered data with generalized linear mixed-effects model trees

Behavior Research Methods
2017-10 | Journal article
DOI: 10.3758/s13428-017-0971-x
Part of ISSN: 1554-3528
Contributors: M. Fokkema; N. Smits; A. Zeileis; T. Hothorn; H. Kelderman
Source: Self-asserted source
Achim Zeileis via Crossref Metadata Search
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