Projects

Probabilistic Nowcasting of Wind and Wind Profiles at the Vienna International Airport (Profcast)

Publications

Contributions to Books / Journals

Journal Article (Original Paper)
  • Lang, Moritz N.; Lerch, Sebastian; Mayr, Georg J.; Simon, Thorsten; Stauffer, Reto; Zeileis, Achim (2020): Remember the Past: A Comparison of Time-Adaptive Training Schemes for Non-Homogeneous Regression.
    In: Nonlinear Processes in Geophysics 27/1, pp. 23 - 34. (DOI) (Web link)

  • Lang, Moritz N.; Mayr, Georg J.; Stauffer, Reto; Zeileis, Achim (2019): Bivariate Gaussian Models for Wind Vectors in a Distributional Regression Framework.
    In: Advances in Statistical Climatology, Meteorology and Oceanography 5/2, pp. 115 - 132. (DOI) (Web link)

Journal Article (Meeting-Abstract)
  • Lang, Moritz N.; Mayr, Georg J.; Stauffer, Reto; Zeileis, Achim (2019): Bivariate Gaussian Models for Wind Vectors in a Distributional Regression Framework.
    In: Geophysical Research Abstracts. EGU General Assembly 21, EGU2019-1444. (Web link)

  • Lang, Moritz; Stauffer, Reto; Zeileis, Achim; Mayr, Georg J. (2018): Probabilistic Nowcasting of Wind Speeds at Vienna International Airport.
    In: Geophysical Research Abstracts. EGU General Assembly 20, EGU2018-6967. (Web link)

Proceedings Article (Full Paper)
  • Lang, Moritz N.; Mayr, Georg J.; Stauffer, Reto; Zeileis, Achim (2019): Correlation Effects in a Bivariate Gaussian Regression Model for Wind Vectors.
    In: Proceedings of the 34th International Workshop on Statistical Modelling. 7th-12th July 2019, Guimarães, Portugal. Statistical Modelling Society., Vol. II, pp. 58 - 61. (Web link)

  • Schlosser, Lisa; Lang, Moritz N.; Hothorn, Torsten; Mayr, Georg J.; Stauffer, Reto; Zeileis, Achim (2019): Distributional Trees for Circular Data.
    In: Proceedings of the 34th International Workshop on Statistical Modelling. 7th-12th July 2019, Guimarães, Portugal. Statistical Modelling Society., Vol. I, pp. 226 - 231. (Web link)

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