The value of feedback in forecasting competitions

George Athanasopoulos; Robin Hyndman

doi:10.1016/j.ijforecast.2011.03.002

The value of feedback in forecasting competitions

George Athanasopoulos, Robin Hyndman

Econometrics & Business Statistics

Research output: Contribution to journal › Article › Research › peer-review

18 Citations (Scopus)

Abstract

In this paper we challenge the traditional design used for forecasting competitions. We implement an online competition with a public leaderboard that provides instant feedback to competitors who are allowed to revise and resubmit forecasts. The results show that feedback significantly improves forecasting accuracy.

Original language	English
Pages (from-to)	845 - 849
Number of pages	5
Journal	International Journal of Forecasting
Volume	27
Issue number	3
DOIs	https://doi.org/10.1016/j.ijforecast.2011.03.002
Publication status	Published - 2011

Access to Document

10.1016/j.ijforecast.2011.03.002

Cite this

@article{8298a08c972a45ac8da5190e48a8b328,

title = "The value of feedback in forecasting competitions",

abstract = "In this paper we challenge the traditional design used for forecasting competitions. We implement an online competition with a public leaderboard that provides instant feedback to competitors who are allowed to revise and resubmit forecasts. The results show that feedback significantly improves forecasting accuracy.",

author = "George Athanasopoulos and Robin Hyndman",

year = "2011",

doi = "10.1016/j.ijforecast.2011.03.002",

language = "English",

volume = "27",

pages = "845 -- 849",

journal = "International Journal of Forecasting",

issn = "0169-2070",

publisher = "Elsevier",

number = "3",

}

TY - JOUR

T1 - The value of feedback in forecasting competitions

AU - Athanasopoulos, George

AU - Hyndman, Robin

PY - 2011

Y1 - 2011

N2 - In this paper we challenge the traditional design used for forecasting competitions. We implement an online competition with a public leaderboard that provides instant feedback to competitors who are allowed to revise and resubmit forecasts. The results show that feedback significantly improves forecasting accuracy.

AB - In this paper we challenge the traditional design used for forecasting competitions. We implement an online competition with a public leaderboard that provides instant feedback to competitors who are allowed to revise and resubmit forecasts. The results show that feedback significantly improves forecasting accuracy.

U2 - 10.1016/j.ijforecast.2011.03.002

DO - 10.1016/j.ijforecast.2011.03.002

M3 - Article

VL - 27

SP - 845

EP - 849

JO - International Journal of Forecasting

JF - International Journal of Forecasting

SN - 0169-2070

IS - 3

ER -