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Manuel Gebetsberger, Ph.D.

Post Doc

 

  manuel.gebetsberger(at)luftblick.at 

Research Interests

  • Statistical downscaling of direct model output
  • Probabilistic forecast products (especially precipitation)
  • Forecast verification

Projects

Publications

Contributions to Books / Journals

Journal Article (Original Paper)
  • Gebetsberger, Manuel; Messner, Jakob; Mayr, Georg; Zeileis, Achim (2018): Estimation Methods for Nonhomogeneous Regression Models: Minimum Continuous Ranked Probability Score versus Maximum Likelihood.
    In: Monthly Weather Review 146/12, pp. 4323 - 4338. (DOI) (Web link)

  • Gebetsberger, Manuel; Messner, Jakob W.; Mayr, Georg J.; Zeileis, Achim (2017): Fine-tuning non-homogeneous regression for probabilistic precipitation forecasts: Unanimous predictions, heavy tails, and link functions.
    In: Monthly Weather Review 145/11, pp. 4693 - 4708. (DOI) (Web link)

Journal Article (Discussion-/Working Paper)
  • Gebetsberger, Manuel; Stauffer, Reto; Mayr, Georg J.; Zeileis, Achim (2018): Skewed Logistic Distribution for Statistical Temperature Post-Processing in Mountainous Areas.
    In: Working Papers in Economics and Statistics - University of Innsbruck 2018-06, elektronisch. (Web link)

  • Gebetsberger, Manuel; Messner, Jakob; Mayr, Georg; Zeileis, Achim (2017): Estimation methods for non-homogeneous regression models: Minimum continuous ranked probability score vs. maximum likelihood.
    In: Working Papers in Economics and Statistics - University of Innsbruck 2017-23, elektronisch. (Web link)

  • Gebetsberger, M.; Messner, J. W.; Mayr, G. J.; Zeileis, A. (2016): Tricks for improving non-homogeneous regression for probabilistic precipitation forecasts: Perfect predictions, heavy tails, and link functions.
    In: Working Papers in Economics and Statistics - University of Innsbruck 2016-28, elektronisch. (Web link)

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