@unpublished{NiksBib-T:Umlauf:2024,
title = {Probabilistic Forecasting of Electricity Prices},
author = {Nikolaus Umlauf, Rudolf Hakenschmidt},
note = {Presented at the \href{https://iea-wind.org/2024/07/31/iea-wind-task-51-austria-workshop-in-vienna-on-6th-nov-2024/}{IEA Wind Task 51 Austria Workshop} in Vienna},
month = {November 6th},
year = {2024},
presenter = {Nikolaus Umlauf},
url = {http://eeecon.uibk.ac.at/~umlauf/pdfs/IEA_Task51.pdf}
}
@unpublished{NiksBib-T:Umlauf:2023,
title = {Boosting Distributional Soft Regression Trees},
author = {Nikolaus Umlauf},
note = {Presented at the \href{https://iwsm2023.statistik.tu-dortmund.de/}{37th International Workshop on Statistical Modelling}},
month = {July 21th},
year = {2023},
presenter = {Nikolaus Umlauf},
url = {http://eeecon.uibk.ac.at/~umlauf/pdfs/IWSM2023.pdf}
}
@unpublished{NiksBib-T:Umlauf:2021,
title = {Scaleable Distributional Learning},
author = {Nikolaus Umlauf},
note = {Presented at the \href{http://www.cmstatistics.org/CMStatistics2021/index.php}{CMStatistics2021}},
month = {December 18th},
year = {2021},
presenter = {Nikolaus Umlauf},
url = {http://eeecon.uibk.ac.at/~umlauf/pdfs/CMStatistics2021.pdf}
}
@unpublished{NiksBib-T:Umlauf:2020b,
title = {Scaleable Distributional Regression},
author = {Nikolaus Umlauf},
note = {Presented at the \href{https://bayes2020.wu.ac.at/index.php}{Bayes@Austria} workshop at the WU Vienna, Austria},
month = {November 28th},
year = {2020},
presenter = {Nikolaus Umlauf},
url = {http://eeecon.uibk.ac.at/~umlauf/pdfs/WU2020.pdf}
}
@unpublished{NiksBib-T:Umlauf:2020,
title = {Flexible Distributional Regression Models for Very Large Datasets},
author = {Nikolaus Umlauf},
note = {Presented at the Humboldt-University of Berlin, Germany},
month = {January 14th},
year = {2020},
presenter = {Nikolaus Umlauf},
url = {http://eeecon.uibk.ac.at/~umlauf/pdfs/HU2020.pdf}
}
@unpublished{NiksBib-T:Umlauf:2019b,
title = {Neural Network Distributional Regression},
author = {Nikolaus Umlauf},
note = {Presented at ``DAGStat2019'', LMU Munich, Germany},
month = {March 20th},
year = {2019},
presenter = {Nikolaus Umlauf},
url = {http://eeecon.uibk.ac.at/~umlauf/pdfs/DAGStat2019.pdf}
}
@unpublished{NiksBib-T:Umlauf:2019,
title = {Flexible Distributional Regression Models:
Methodology, Software, Applications},
author = {Nikolaus Umlauf},
note = {Presented at the 4th BIOSTATNET General Meeting, Santiago de Compostela, Spain},
month = {January 26th},
year = {2019},
presenter = {Nikolaus Umlauf},
url = {http://eeecon.uibk.ac.at/~umlauf/pdfs/BioStatNet2019.pdf}
}
@unpublished{NiksBib-T:Umlauf:2018.2,
title = {\textbf{bamlss}: A Lego toolbox for flexible regression models},
author = {Nikolaus Umlauf},
note = {Presented at the \emph{Statistische Woche}, JKU Linz, Austria},
month = {September 13th},
year = {2018},
presenter = {Nikolaus Umlauf},
url = {http://eeecon.uibk.ac.at/~umlauf/pdfs/Linz2018.pdf}
}
@unpublished{NiksBib-T:Umlauf:2018,
title = {Distributional Regression: Computation, Model Choice and Variable Selection},
author = {Nikolaus Umlauf},
note = {Presented at the Department of Microbiology, Faculty of Biology, Universit\"at Innsbruck, Austria},
month = {February 8th},
year = {2018},
presenter = {Nikolaus Umlauf},
url = {http://eeecon.uibk.ac.at/~umlauf/pdfs/mbio-2018.pdf}
}
@unpublished{NiksBib-T:Umlauf:2017,
title = {LASSO-Type Penalization in the Framework of Generalized Additive Models for Location, Scale and Shape},
author = {Andreas Groll and Thomas Kneib and Nikolaus Umlauf},
note = {Presented at the EMS 2017, University of Helsinki, Finland},
month = {July 27th},
year = {2017},
presenter = {Nikolaus Umlauf},
url = {http://eeecon.uibk.ac.at/~umlauf/pdfs/EMS2017.pdf}
}
@unpublished{NiksBib-T:Umlauf:2016,
title = {A conceptional {L}ego toolbox for {B}ayesian distributional regression models},
author = {Nikolaus Umlauf and Nadja Klein and Meike K\"ohler and Sonja Greven and Achim Zeileis},
note = {Presented at the DAGStat2016,
Georg-August-Universit\"at G\"ottingen, Germany},
month = {March 17th},
year = {2016},
presenter = {Nikolaus Umlauf},
url = {http://eeecon.uibk.ac.at/~umlauf/pdfs/DAGStat2016.pdf}
}
@unpublished{NiksBib-T:Umlauf:2015b,
title = {{B}ayesian Additive Models for Location Scale and Shape (and Beyond)},
author = {Nikolaus Umlauf},
note = {Presented at the ``IFAS Research Seminar''
JKU Linz, Austria},
month = {December 3rd},
year = {2015},
presenter = {Nikolaus Umlauf},
url = {http://eeecon.uibk.ac.at/~umlauf/pdfs/linz-2015.pdf}
}
@unpublished{NiksBib-T:Umlauf+Stauffer+Messner+Mayr+Zeileis:2015p,
title = {A conceptional {L}ego toolbox for {B}ayesian distributional regression models},
author = {Nikolaus Umlauf and Reto Stauffer and Jakob Messner and Georg Mayr and Achim Zeileis},
note = {Presented at ``30th International Workshop on Statistical Modelling'' (IWSM), University of Linz, Austria},
month = {July 6--10},
year = {2015},
presenter = {Reto Stauffer},
url = {http://eeecon.uibk.ac.at/~umlauf/pdfs/IWSM2015/IWSM2015-poster.pdf}
}
@unpublished{NiksBib-T:Umlauf:2015,
title = {{B}ayesian Additive Models for Location Scale and Shape (and Beyond)},
author = {Nikolaus Umlauf},
note = {Presented at the ``Institutskolloquium des Instituts f\"ur Statistik''
LMU M\"unchen, Germany},
month = {January 21st},
year = {2015},
presenter = {Nikolaus Umlauf},
url = {http://eeecon.uibk.ac.at/~umlauf/pdfs/bamlss-LMU-2015.pdf}
}
@unpublished{NiksBib-T:Verbesselt+Umlauf+Hirota+Holmgren+VanNes+Herold+Zeileis+Scheffer:2014,
title = {{B}ayesian Structured Additive Regression for Identifying Tipping Points of Tropical Forests},
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},
note = {Presented at the \"Osterreichische Statistiktage 2014
Universit\"at Innsbruck, Austria},
month = {September 10},
year = {2014},
presenter = {Nikolaus Umlauf},
url = {http://eeecon.uibk.ac.at/~umlauf/pdfs/OESG2014.pdf}
}
@unpublished{NiksBib-T:Umlauf+Klein+Lang+Zeileis:2014,
title = {{B}ayesian Additive Models for Location Scale and Shape (and Beyond)},
author = {Nikolaus Umlauf and Nadja Klein and Stefan Lang and Achim Zeileis},
note = {Presented at the Research Training Group 1644 ``Scaling Problems in Statistics''
University of G\"ottingen, Germany},
month = {February 27},
year = {2014},
presenter = {Nikolaus Umlauf},
url = {http://eeecon.uibk.ac.at/~umlauf/pdfs/goettingen-2014.pdf}
}
@unpublished{NiksBib-T:Umlauf+Kneib+Lang+Zeileis:2012-10,
title = {Structured Additive Regression Models: An {R} Interface to {BayesX}},
author = {Nikolaus Umlauf and Thomas Kneib and Stefan Lang and Achim Zeileis},
note = {Presented at Wageningen University, Netherlands},
month = {October 1},
year = {2012},
presenter = {Nikolaus Umlauf},
url = {http://eeecon.uibk.ac.at/~umlauf/pdfs/useR2011+AJS-2012.pdf}
}
@unpublished{NiksBib-T:Umlauf+Kneib+Lang+Zeileis:2012,
title = {Structured Additive Regression Models: An {R} Interface to {BayesX}},
author = {Nikolaus Umlauf and Thomas Kneib and Stefan Lang and Achim Zeileis},
note = {Presented at ``Empirical and Experimental Economics'', Research Platform Workshop,
Universit\"at Innsbruck, Austria},
month = {May 29},
year = {2012},
presenter = {Nikolaus Umlauf},
url = {http://eeecon.uibk.ac.at/~umlauf/pdfs/useR2011+AJS-2012.pdf}
}
@unpublished{NiksBib-T:Umlauf+Kneib+Lang+Zeileis:2011,
title = {Structured Additive Regression Models: An {R} Interface to {BayesX}},
author = {Nikolaus Umlauf and Thomas Kneib and Stefan Lang and Achim Zeileis},
note = {Presented at ``The R User Conference'', University of Warwick, Coventry, UK},
month = {August 16--18},
year = {2011},
presenter = {Nikolaus Umlauf},
url = {http://bayesr.r-forge.r-project.org/useR2011.pdf}
}
@unpublished{NiksBib-T:Lang+Umlauf+Brunauer:2010,
title = {Hierarchical Structured Additive Regression},
author = {Stefan Lang and Nikolaus Umlauf and Wolfgang Brunauer},
note = {Presented at ``International Workshop on Statistical Modelling'' (IWSM), 25th Anniversary
Workshop, University of Glasgow, Scotland, UK},
month = {July 5--9},
year = {2010},
presenter = {Nikolaus Umlauf},
url = {http://eeecon.uibk.ac.at/~umlauf/pdfs/glasgow-2010.pdf}
}