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23 Publications visible to you, out of a total of 23

Model diagnostics and forecast evaluation for quantiles

Computational Statistics

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Abstract

Not specified

Authors: Tilmann Gneiting, Daniel Wolffram, Johannes Resin, Kristof Kraus, Johannes Bracher, Timo Dimitriadis, Veit Hagenmeyer, Alexander I. Jordan, Sebastian Lerch, Kaleb Phipps, Melanie Schienle

Date Published: 10th Mar 2023

Publication Type: Journal

DOI: 10.1146/annurev-statistics-032921-020240

Citation: Annual Review of Statistics and Its Application, 10:597–621

Created: 4th Nov 2022 at 10:40, Last updated: 8th Mar 2024 at 13:52

Probabilistic solar forecasting: Benchmarks, post-processing, verification

Computational Statistics

Abstract

Not specified

Authors: Tilmann Gneiting, Sebastian Lerch, Benedikt Schulz

Date Published: 1st Mar 2023

Publication Type: Journal

DOI: 10.1016/j.solener.2022.12.054

Citation: Solar Energy, 252:72–80

Created: 2nd Feb 2023 at 11:30, Last updated: 8th Mar 2024 at 13:53

Machine learning methods for postprocessing ensemble forecasts of wind gusts: A systematic comparison

Computational Statistics

Abstract

Not specified

Authors: Benedikt Schulz, Sebastian Lerch

Date Published: 2022

Publication Type: Journal

DOI: 10.1175/MWR-D-21-0150.1

Citation: Monthly Weather Review, 150(1):235–257

Created: 10th Dec 2021 at 12:58, Last updated: 10th May 2024 at 12:15

Post-processing numerical weather prediction ensembles for probabilistic solar irradiance forecasting

Computational Statistics

Abstract

Not specified

Authors: Benedikt Schulz, Mehrez El Ayari, Sebastian Lerch, Sándor Baran

Date Published: 1st May 2021

Publication Type: Journal

DOI: 10.1016/j.solener.2021.03.023

Citation: Solar Energy, 220:1016–1031

Created: 10th Dec 2021 at 13:01, Last updated: 10th May 2024 at 12:19

Machine learning for total cloud cover prediction

Computational Statistics

Abstract

Not specified

Authors: Ágnes Baran, Sebastian Lerch, Mehrez El Ayari, Sándor Baran

Date Published: 2021

Publication Type: Journal

DOI: 10.1007/s00521-020-05139-4

Citation: Neural Computing and Applications, 33(7):2605–2620

Created: 10th Dec 2021 at 14:10, Last updated: 10th May 2024 at 12:20

Predictive inference based on Markov chain Monte Carlo output

Computational Statistics

Abstract

Not specified

Authors: Fabian Krüger, Sebastian Lerch, Thordis Thorarinsdottir, Tilmann Gneiting

Date Published: 2021

Publication Type: Journal

DOI: 10.1111/insr.12405

Citation: International Statistical Review, 89(2):274–301

Created: 13th Dec 2021 at 13:55, Last updated: 8th Mar 2024 at 14:01

Evaluating probabilistic forecasts with scoringRules

Computational Statistics

Abstract

Not specified

Authors: Alexander Jordan, Fabian Krüger, Sebastian Lerch

Date Published: 2019

Publication Type: Journal

DOI: 10.18637/jss.v090.i12

Citation: Journal of Statistical Software, 90(12):1–37

Created: 9th Feb 2020 at 13:51, Last updated: 10th May 2024 at 12:26

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