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Spyros Makridakis

48 works· latest 2022· 2 institutionscluster: provisionalORCID 0000-0003-2519-8095

Works

48 shown

Statistical, machine learning and deep learning forecasting methods: Comparisons and ways forward

Journal of the Operational Research Society·2022·6 authors·Open access

134citations

Forecasting: theory and practice

International Journal of Forecasting·2022·79 authors·Open access

942citations

M5 accuracy competition: Results, findings, and conclusions

International Journal of Forecasting·2022·3 authors·Open access

579citations

The M5 uncertainty competition: Results, findings and conclusions

International Journal of Forecasting·2021·6 authors·Open access

103citations

The M5 competition: Background, organization, and implementation

International Journal of Forecasting·2021·3 authors·Open access

143citations

Comparison of statistical and machine learning methods for daily SKU demand forecasting

Operational Research·2020·4 authors

111citations

Forecasting in social settings: The state of the art

International Journal of Forecasting·2019·3 authors·Open access

145citations

The M4 Competition: 100,000 time series and 61 forecasting methods

International Journal of Forecasting·2019·3 authors·Open access

990citations

The M4 Competition: Results, findings, conclusion and way forward

International Journal of Forecasting·2018·3 authors

634citations

Statistical and Machine Learning forecasting methods: Concerns and ways forward

PLoS ONE·2018·3 authors·Open access

1,515citations

The forthcoming Artificial Intelligence (AI) revolution: Its impact on society and firms

Futures·2017·1 author

1,865citations

The costs and benefits of positive illusions

Frontiers in Psychology·2015·2 authors·review·Open access

70citations

‘Horses for Courses’ in demand forecasting

European Journal of Operational Research·2014·4 authors·Open access

201citations

Why Forecasts Fail. What to Do Instead

·2010·3 authors

100citations

Decision making and planning under low levels of predictability

International Journal of Forecasting·2009·2 authors·editorial

91citations

Forecasting and uncertainty in the economic and business world

International Journal of Forecasting·2009·3 authors

167citations

Dance with Chance: Making Luck Work for You

·2009·3 authors·book

42citations

The M3-Competition: results, conclusions and implications

International Journal of Forecasting·2000·2 authors

1,700citations

Forecasting: Methods and Applications

Journal of the American Statistical Association·1999·5 authors·other

626citations

Metode dan aplikasi peramalan

·1999·3 authors

359citations

Generalising about univariate forecasting methods: further empirical evidence

International Journal of Forecasting·1998·4 authors

151citations

Forecasting: Methods and Applications, 3rd Edition

·1998·3 authors·book

133citations

Judgment: Its Role and Value for Strategy

·1998·2 authors

5citations

The dualism of greek firms and management: Present state and future implications

European Management Journal·1997·4 authors·Open access

66citations

ARMA Models and the Box-Jenkins Methodology

Journal of Forecasting·1997·2 authors

416citations

Forecasting: Methods and Applications, 3rd Ed

·1997·3 authors

245citations

Forecasting: its role and value for planning and strategy

International Journal of Forecasting·1996·1 author

88citations

The Impact of Empirical Accuracy Studies on Time Series Analysis and Forecasting

International Statistical Review·1995·2 authors

172citations

The forthcoming information revolution

Futures·1995·1 author

42citations

Time series prediction: Forecasting the future and understanding the past

International Journal of Forecasting·1994·1 author

841citations

The M2-competition: A real-time judgmentally based forecasting study

International Journal of Forecasting·1993·7 authors

264citations

Forecasting Methods for Management

Journal of the Operational Research Society·1991·3 authors

124citations

Factors affecting judgmental forecasts and confidence intervals

Organizational Behavior and Human Decision Processes·1989·2 authors

120citations

Management in the 21st century

Long Range Planning·1989·1 author

16citations

Why combining works?

International Journal of Forecasting·1989·1 author

129citations

Confidence intervals

International Journal of Forecasting·1987·4 authors

83citations

The Forecasting Accuracy of Major Time Series Methods.

Journal of the American Statistical Association·1986·9 authors

154citations

The art and science of forecasting An assessment and future directions

International Journal of Forecasting·1986·1 author

131citations

The Forecasting Accuracy of Major Time Series Methods.

Journal of the Royal Statistical Society Series D (The Statistician)·1985·9 authors

80citations

Averages of Forecasts: Some Empirical Results

Management Science·1983·2 authors

622citations

The Combination of Forecasts

Journal of the Royal Statistical Society Series A (General)·1983·2 authors

385citations

The accuracy of extrapolation (time series) methods: Results of a forecasting competition

Journal of Forecasting·1982·8 authors

1,465citations

Forecasting and Planning: An Evaluation

Management Science·1981·2 authors

612citations

The Value of Decision Making in a Complex Environment: An Experimental Approach

Management Science·1981·2 authors

135citations

Forecasting: Methods and Applications.

Journal of the American Statistical Association·1979·3 authors·other

1,237citations

Accuracy of Forecasting: An Empirical Investigation

Journal of the Royal Statistical Society Series A (General)·1979·3 authors

514citations

Forecasting Methods for Management

Journal of Marketing Research·1978·4 authors

171citations

An Analysis of the Interrelationships Among the Major World Stock Exchanges

Journal of Business Finance &amp Accounting·1974·2 authors

90citations