Back to Search Start Over

National and subnational short-term forecasting of COVID-19 in Germany and Poland during early 2021

Authors :
Johannes Bracher
Daniel Wolffram
Jannik Deuschel
Konstantin Görgen
Jakob L. Ketterer
Alexander Ullrich
Sam Abbott
Maria V. Barbarossa
Dimitris Bertsimas
Sangeeta Bhatia
Marcin Bodych
Nikos I. Bosse
Jan Pablo Burgard
Lauren Castro
Geoffrey Fairchild
Jochen Fiedler
Jan Fuhrmann
Sebastian Funk
Anna Gambin
Krzysztof Gogolewski
Stefan Heyder
Thomas Hotz
Yuri Kheifetz
Holger Kirsten
Tyll Krueger
Ekaterina Krymova
Neele Leithäuser
Michael L. Li
Jan H. Meinke
Błażej Miasojedow
Isaac J. Michaud
Jan Mohring
Pierre Nouvellet
Jedrzej M. Nowosielski
Tomasz Ozanski
Maciej Radwan
Franciszek Rakowski
Markus Scholz
Saksham Soni
Ajitesh Srivastava
Tilmann Gneiting
Melanie Schienle
Source :
Communications Medicine, Vol 2, Iss 1, Pp 1-17 (2022)
Publication Year :
2022
Publisher :
Nature Portfolio, 2022.

Abstract

Bracher et al. compare 15 forecasting models of COVID-19 cases and deaths in Germany and Poland between January and mid-April 2021. Many, though not all, models outperform a simple baseline model up to four weeks ahead, with ensemble methods showing very good relative performance.

Subjects

Subjects :
Medicine

Details

Language :
English
ISSN :
2730664X
Volume :
2
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Communications Medicine
Publication Type :
Academic Journal
Accession number :
edsdoj.538dfac0ac9e4eb3b14e8b4242363283
Document Type :
article
Full Text :
https://doi.org/10.1038/s43856-022-00191-8