• Publications
  • Influence
The M3-Competition: results, conclusions and implications
Abstract This paper describes the M3-Competition, the latest of the M-Competitions. It explains the reasons for conducting the competition and summarizes its results and conclusions. In addition, theExpand
  • 1,230
  • 110
  • PDF
Forecasting: Methods and Applications
Presents a wide range of forecasting methods useful for undergraduate or graduate students majoring in business management, economics, or engineering. Develops skills for selecting the properExpand
  • 2,357
  • 102
  • PDF
The accuracy of extrapolation (time series) methods: Results of a forecasting competition
ln the last few decades matiy methods have become available for forecasting. As always, when alternatives exist, choices need to be made so that an appropriate forecasting method can be selected andExpand
  • 1,222
  • 57
The Forthcoming Artificial Intelligence (AI) Revolution: Its Impact on Society and Firms
Abstract The impact of the industrial and digital (information) revolutions has, undoubtedly, been substantial on practically all aspects of our society, life, firms and employment. Will theExpand
  • 208
  • 18
  • PDF
Averages of Forecasts: Some Empirical Results
An alternative to using a single forecasting method is to average the forecasts obtained from several methods. In this paper we investigate empirically the impact of the number and choice ofExpand
  • 541
  • 14
  • PDF
Statistical and Machine Learning forecasting methods: Concerns and ways forward
Machine Learning (ML) methods have been proposed in the academic literature as alternatives to statistical ones for time series forecasting. Yet, scant evidence is available about their relativeExpand
  • 203
  • 12
Forecasting and Planning: An Evaluation
The formal practice of forecasting and planning F&P has risen to prominence within a few decades and now receives considerable attention from both academics and practitioners. This paper explicitlyExpand
  • 540
  • 12
  • PDF