2 Papers
2 Citations
Xi Meng is an academic researcher from University of Massachusetts Amherst. The author has contributed to research in topics: Probabilistic forecasting & Forecast skill. The author has an hindex of 2, co-authored 2 publications.
Chat about Author
Papers
An open challenge to advance probabilistic forecasting for dengue epidemics.
Michael A. Johansson,Michael A. Johansson,Karyn M. Apfeldorf,Scott Dobson,Jason Devita,Anna L. Buczak,Benjamin Baugher,Linda J. Moniz,Thomas Bagley,Steven M. Babin,Erhan Guven,Teresa K. Yamana,Jeffrey Shaman,Terry Moschou,Nick Lothian,Aaron Lane,Grant Osborne,Gao Jiang,Logan C. Brooks,David C. Farrow,Sangwon Hyun,Ryan J. Tibshirani,Roni Rosenfeld,Justin Lessler,Nicholas G. Reich,Derek A. T. Cummings,Stephen A. Lauer,Sean M. Moore,Hannah E. Clapham,Rachel Lowe,Trevor C. Bailey,Markel García-Díez,Marilia Sá Carvalho,Xavier Rodó,Tridip Sardar,Richard Paul,Evan L. Ray,Krzysztof Sakrejda,Alexandria C. Brown,Xi Meng,Osonde A. Osoba,Raffaele Vardavas,David Manheim,Melinda Moore,Dhananjai M. Rao,Travis C. Porco,Sarah F Ackley,Fengchen Liu,Lee Worden,Matteo Convertino,Yang Liu,Abraham Reddy,Eloy Ortiz,Jorge Rivero,Humberto Brito,Alicia Juarrero,Leah R. Johnson,Robert B. Gramacy,Jeremy M. Cohen,Erin A. Mordecai,Courtney C. Murdock,Jason R. Rohr,Sadie J. Ryan,Sadie J. Ryan,Anna M. Stewart-Ibarra,Daniel P. Weikel,Antarpreet Jutla,Rakibul Khan,Marissa Poultney,Rita R. Colwell,Brenda Rivera-Garcia,Christopher M. Barker,Jesse E. Bell,Matthew Biggerstaff,David L. Swerdlow,Luis Mier-y-Teran-Romero,Luis Mier-y-Teran-Romero,Brett M. Forshey,Juli Trtanj,Jason Asher,Matt Clay,Harold S. Margolis,Andrew M. Hebbeler,Dylan B. George,Jean Paul Chretien,Jean Paul Chretien +85 more
TL;DR: An open collaborative forecasting challenge to assess probabilistic forecasts for seasonal epidemics of dengue, a major global public health problem, revealed that average forecast skill was lower for models including biologically meaningful data and mechanisms and that both multimodel and multiteam ensemble forecasts consistently outperformed individual model forecasts.
Erratum: An open challenge to advance probabilistic forecasting for dengue epidemics (Proceedings of the National Academy of Sciences of the United States of America (2019) 116 (24268-24274) DOI: 10.1073/pnas.1909865116)
Michael A. Johansson,Michael A. Johansson,Karyn M. Apfeldorf,Scott Dobson,Jason Devita,Anna L. Buczak,Benjamin Baugher,Linda J. Moniz,Thomas Bagley,Steven M. Babin,Erhan Guven,Teresa K. Yamana,Jeffrey Shaman,Terry Moschou,Nick Lothian,Aaron Lane,Grant Osborne,Gao Jiang,Logan C. Brooks,David C. Farrow,Sangwon Hyun,Ryan J. Tibshirani,Roni Rosenfeld,Justin Lessler,Nicholas G. Reich,Derek A. T. Cummings,Stephen A. Lauer,Sean M. Moore,Hannah E. Clapham,Rachel Lowe,Trevor C. Bailey,Markel García-Díez,Marilia Sá Carvalho,Xavier Rodó,Tridip Sardar,Richard Paul,Evan L. Ray,Krzysztof Sakrejda,Alexandria C. Brown,Xi Meng,Osonde A. Osoba,Raffaele Vardavas,David Manheim,Melinda Moore,Dhananjai M. Rao,Travis C. Porco,Sarah F Ackley,Fengchen Liu,Lee Worden,Matteo Convertino,Yang Liu,Abraham Reddy,Eloy Ortiz,Jorge Rivero,Humberto Brito,Alicia Juarrero,Leah R. Johnson,Robert B. Gramacy,Jeremy M. Cohen,Erin A. Mordecai,Courtney C. Murdock,Jason R. Rohr,Sadie J. Ryan,Sadie J. Ryan,Anna M. Stewart-Ibarra,Daniel P. Weikel,Antarpreet Jutla,Rakibul Khan,Marissa Poultney,Rita R. Colwell,Brenda Rivera-Garcia,Christopher M. Barker,Jesse E. Bell,Matthew Biggerstaff,David L. Swerdlow,Luis Miery Teran-Romero,Luis Miery Teran-Romero,Brett M. Forshey,Juli Trtanj,Jason Asher,Matt Clay,Harold S. Margolis,Andrew M. Hebbeler,Andrew M. Hebbeler,Dylan B. George,Jean Paul Chretien,Jean Paul Chretien +86 more
2