Combining Predictive Distributions

8 June 2011

Papers citing "Combining Predictive Distributions"

30 / 30 papers shown

Title
Enforcing tail calibration when training probabilistic forecast models Jakob Benjamin Wessel Maybritt Schillinger F. Kwasniok Sam Allen AI4TS 15 0 0 16 Jun 2025
Improving probabilistic forecasts of extreme wind speeds by training statistical post-processing models with weighted scoring rules Jakob Benjamin Wessel Christopher A. T. Ferro Gavin R. Evans F. Kwasniok 132 3 0 22 Jul 2024
Causal isotonic calibration for heterogeneous treatment effects L. Laan Ernesto Ulloa-Pérez M. Carone Alexander Luedtke 88 12 0 27 Feb 2023
Evaluating Probabilistic Classifiers: The Triptych Timo Dimitriadis T. Gneiting Alexander I. Jordan Peter Vogel UQCV 77 11 0 25 Jan 2023
Forecast combinations: an over 50-year review Xiaoqian Wang Rob J. Hyndman Feng Li Yanfei Kang AI4TS 68 147 0 09 May 2022
A Deep Learning Approach to Probabilistic Forecasting of Weather Nick Rittler Carlo Graziani Jiali Wang R. Kotamarthi BDL 67 2 0 23 Mar 2022
Measurability of functionals and of ideal point forecasts Tobias Fissler H. Holzmann 20 4 0 16 Mar 2022
Recalibrating probabilistic forecasts of epidemics Aaron M. Rumack Robert Tibshirani Roni Rosenfeld 27 3 0 12 Dec 2021
Marginally calibrated response distributions for end-to-end learning in autonomous driving Clara Hoffmann Nadja Klein 82 2 0 03 Oct 2021
Machine learning methods for postprocessing ensemble forecasts of wind gusts: A systematic comparison Benedikt Schulz Sebastian Lerch 60 76 0 17 Jun 2021
Valid sequential inference on probability forecast performance A. Henzi J. Ziegel 70 37 0 15 Mar 2021
Flexible Model Aggregation for Quantile Regression Rasool Fakoor Tae-Soo Kim Jonas W. Mueller Alexander J. Smola Robert Tibshirani 90 21 0 26 Feb 2021
CRPS Learning Jonathan Berrisch F. Ziel 109 27 0 01 Feb 2021
Forecasting: theory and practice F. Petropoulos D. Apiletti Vassilios Assimakopoulos M. Z. Babai Devon K. Barrow ... J. Arenas Xiaoqian Wang R. L. Winkler Alisa Yusupova F. Ziel AI4TS 125 377 0 04 Dec 2020
Evaluating probabilistic classifiers: Reliability diagrams and score decompositions revisited Timo Dimitriadis T. Gneiting Alexander I. Jordan 80 64 0 07 Aug 2020
Additive stacking for disaggregate electricity demand forecasting Christian Capezza B. Palumbo Y. Goude S. Wood Matteo Fasiolo AI4TS 71 7 0 20 May 2020
Sequential Aggregation of Probabilistic Forecasts -- Applicaton to Wind Speed Ensemble Forecasts M. Zamo L. Bel O. Mestre AI4TS 39 21 0 07 May 2020
Scores for Multivariate Distributions and Level Sets Xiaochun Meng James W. Taylor Souhaib Ben Taieb Siran Li AI4TS 14 3 0 21 Feb 2020
Machine learning for total cloud cover prediction Ágnes Baran Sebastian Lerch Mehrez El Ayari Sándor Baran 35 31 0 16 Jan 2020
Isotonic Distributional Regression A. Henzi J. Ziegel T. Gneiting 124 62 0 09 Sep 2019
Marginally-calibrated deep distributional regression Nadja Klein David J. Nott M. Smith UQCV 86 14 0 26 Aug 2019
Adaptively stacking ensembles for influenza forecasting with incomplete data T. McAndrew N. Reich AI4TS 32 25 0 26 Jul 2019
Elicitability and Identifiability of Systemic Risk Measures Tobias Fissler Jana Hlavinová Birgit Rudloff 94 6 0 02 Jul 2019
Evaluating probabilistic forecasts of extremes using continuous ranked probability score distributions Maxime Taillardat Anne-Laure Fougères Philippe Naveau Raphaël de Fondeville 46 22 0 10 May 2019
Forest-based methods and ensemble model output statistics for rainfall ensemble forecasting Maxime Taillardat Anne-Laure Fougères Philippe Naveau Olivier Mestre Cnrm 56 57 0 29 Nov 2017
Forecast dominance testing via sign randomization W. Ehm Fabian Kruger 66 5 0 10 Jul 2017
A Multi-model Combination Approach for Probabilistic Wind Power Forecasting You Lin Ming Yang C. Wan Jianhui Wang Yonghua Song 34 117 0 13 Feb 2017
Cross-calibration of probabilistic forecasts Christof Strahl J. Ziegel 45 27 0 20 May 2015
Of Quantiles and Expectiles: Consistent Scoring Functions, Choquet Representations, and Forecast Rankings W. Ehm T. Gneiting Alexander I. Jordan Fabian Kruger AI4TS 72 166 0 27 Mar 2015
Copula Calibration J. Ziegel T. Gneiting 39 21 0 29 Jul 2013