Distributional regression and its evaluation with the CRPS: Bounds and convergence of the minimax risk

9 May 2022

Papers citing "Distributional regression and its evaluation with the CRPS: Bounds and convergence of the minimax risk"

8 / 8 papers shown

Title
Proper scoring rules for estimation and forecast evaluation Kartik Waghmare Johanna Ziegel AI4TS 194 2 0 02 Apr 2025
Machine learning methods for postprocessing ensemble forecasts of wind gusts: A systematic comparison Benedikt Schulz Sebastian Lerch 43 76 0 17 Jun 2021
Distributional Random Forests: Heterogeneity Adjustment and Multivariate Distributional Regression Domagoj Cevid Loris Michel Jeffrey Näf N. Meinshausen Peter Buhlmann 58 42 0 29 May 2020
Isotonic Distributional Regression A. Henzi J. Ziegel T. Gneiting 108 62 0 09 Sep 2019
Evaluating probabilistic forecasts of extremes using continuous ranked probability score distributions Maxime Taillardat Anne-Laure Fougères Philippe Naveau Raphaël de Fondeville 27 22 0 10 May 2019
Monotone Least Squares and Isotonic Quantiles Alexandre Mösching L. Duembgen 59 29 0 08 Jan 2019
Neural networks for post-processing ensemble weather forecasts S. Rasp Sebastian Lerch 145 345 0 23 May 2018
Forest-based methods and ensemble model output statistics for rainfall ensemble forecasting Maxime Taillardat Anne-Laure Fougères Philippe Naveau Olivier Mestre Cnrm 40 56 0 29 Nov 2017