@unpublished{NiksBib-T:Umlauf:2025b,
  title = {gamlss2: The Next Generation of Distributional Regression},
  author = {Nikolaus Umlauf},
  note = {Graduate Program in Statistics, Federal University of Pernambuco, Brazil},
  month = {November 12th},
  year = {2025},
  presenter = {Nikolaus Umlauf},
  url = {http://eeecon.uibk.ac.at/~umlauf/pdfs/Pernambuco2025.pdf}
}

@unpublished{NiksBib-T:Umlauf+Stasinopoulos+DeBastiani+Heller+Kneib+Mayr+Rigby+Stauffer+Zeileis:2025,
  title = {gamlss2: The Next Generation of Distributional Regression},
  author = {Mikis Stasinopoulos and Fernanda De Bastiani and
    Gillian Heller and Thomas Kneib and Andreas Mayr and
    Robert Rigby and Reto Stauffer and Nikolaus Umlauf and Achim Zeileis},
  note = {Presented at the \href{https://iwsm2025.ie/}{IWSM 2025} in Limerick, Ireland},
  month = {July 18th},
  year = {2025},
  presenter = {Nikolaus Umlauf},
  url = {http://eeecon.uibk.ac.at/~umlauf/pdfs/iwsm2025.pdf}
}

@unpublished{NiksBib-T:Umlauf:2025,
  title = {Transition Models for Precipitation Climatology Estimation},
  author = {Nikolaus Umlauf, Reto Stauffer},
  note = {Presented at the \href{https://ies2025.sis-statistica.it/}{IES 2025} in Bressanone-Brixen, Italy},
  month = {June 26th},
  year = {2025},
  presenter = {Nikolaus Umlauf},
  url = {http://eeecon.uibk.ac.at/~umlauf/pdfs/ies2025.pdf}
}

@unpublished{NiksBib-T:Umlauf:2024,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@unpublished{NiksBib-T:Umlauf:2023,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@unpublished{NiksBib-T:Umlauf:2021,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}
}