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Volumn 29, Issue 1, 2013, Pages 80-87

Do statistical forecasting models for SKU-level data benefit from including past expert knowledge?

Author keywords

Expert forecasts; Forecast support system; Statistical model forecasts

Indexed keywords


EID: 84865601570     PISSN: 01692070     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijforecast.2012.05.008     Document Type: Article
Times cited : (21)

References (26)
  • 1
    • 0011935254 scopus 로고    scopus 로고
    • Integration of statistical methods and judgement for time series forecasting: principles for empirical research
    • Wiley, New York, G. Wright, P. Goodwin (Eds.)
    • Armstrong J.S., Collopy F. Integration of statistical methods and judgement for time series forecasting: principles for empirical research. Forecasting with judgement 1998, Wiley, New York. G. Wright, P. Goodwin (Eds.).
    • (1998) Forecasting with judgement
    • Armstrong, J.S.1    Collopy, F.2
  • 2
    • 67651119767 scopus 로고    scopus 로고
    • Hindsight bias, risk perception, and investment performance
    • Biais B., Weber M. Hindsight bias, risk perception, and investment performance. Management Science 2009, 55:1018-1029.
    • (2009) Management Science , vol.55 , pp. 1018-1029
    • Biais, B.1    Weber, M.2
  • 3
    • 0001166456 scopus 로고
    • Database models and managerial intuition: 50% model + 50% manager
    • Blattberg R.C., Hoch S.J. Database models and managerial intuition: 50% model + 50% manager. Management Science 1990, 36:887-899.
    • (1990) Management Science , vol.36 , pp. 887-899
    • Blattberg, R.C.1    Hoch, S.J.2
  • 4
    • 67650132369 scopus 로고    scopus 로고
    • Experts' stated behaviour
    • Boulaksil Y., Franses P.H. Experts' stated behaviour. Interfaces 2009, 39:168-171.
    • (2009) Interfaces , vol.39 , pp. 168-171
    • Boulaksil, Y.1    Franses, P.H.2
  • 5
    • 84990623193 scopus 로고
    • User perceptions of decision-support effectiveness: two production planning experiments
    • Davis F.D., Kottemann J.E. User perceptions of decision-support effectiveness: two production planning experiments. Decision Sciences 1994, 25:57-78.
    • (1994) Decision Sciences , vol.25 , pp. 57-78
    • Davis, F.D.1    Kottemann, J.E.2
  • 6
    • 74149083121 scopus 로고    scopus 로고
    • Biases in judgmental adjustments of statistical forecasts: the role of individual differences
    • Eroglu C., Croxton K.L. Biases in judgmental adjustments of statistical forecasts: the role of individual differences. International Journal of Forecasting 2010, 26:116-133.
    • (2010) International Journal of Forecasting , vol.26 , pp. 116-133
    • Eroglu, C.1    Croxton, K.L.2
  • 7
    • 38849209996 scopus 로고    scopus 로고
    • Against your better judgement? How organizations can improve their use of management judgement in forecasting
    • Fildes R., Goodwin P. Against your better judgement? How organizations can improve their use of management judgement in forecasting. Interfaces 2007, 37:570-576.
    • (2007) Interfaces , vol.37 , pp. 570-576
    • Fildes, R.1    Goodwin, P.2
  • 9
    • 33747799938 scopus 로고    scopus 로고
    • The design features of forecasting support systems and their effectiveness
    • Fildes R., Goodwin P., Lawrence M. The design features of forecasting support systems and their effectiveness. Decision Support Systems 2006, 42:351-361.
    • (2006) Decision Support Systems , vol.42 , pp. 351-361
    • Fildes, R.1    Goodwin, P.2    Lawrence, M.3
  • 10
    • 58949092119 scopus 로고    scopus 로고
    • Effective forecasting and judgmental adjustments: an empirical evaluation and strategies for improvement in supply-chain planning
    • Fildes R., Goodwin P., Lawrence M., Nikopoulos K. Effective forecasting and judgmental adjustments: an empirical evaluation and strategies for improvement in supply-chain planning. International Journal of Forecasting 2009, 25:3-23.
    • (2009) International Journal of Forecasting , vol.25 , pp. 3-23
    • Fildes, R.1    Goodwin, P.2    Lawrence, M.3    Nikopoulos, K.4
  • 12
    • 84953813613 scopus 로고    scopus 로고
    • Marketing and sales
    • Oxford University Press, Oxford, M.P. Clements, D.F. Hendry (Eds.)
    • Franses P.H. Marketing and sales. Oxford handbook on economic forecasting (Chapter 25) 2011, Oxford University Press, Oxford. M.P. Clements, D.F. Hendry (Eds.).
    • (2011) Oxford handbook on economic forecasting (Chapter 25)
    • Franses, P.H.1
  • 13
    • 58949100298 scopus 로고    scopus 로고
    • Properties of expert adjustments on model-based SKU-level forecasts
    • Franses P.H., Legerstee R. Properties of expert adjustments on model-based SKU-level forecasts. International Journal of Forecasting 2009, 25:35-47.
    • (2009) International Journal of Forecasting , vol.25 , pp. 35-47
    • Franses, P.H.1    Legerstee, R.2
  • 14
    • 77949632331 scopus 로고    scopus 로고
    • Do experts' adjustment on model-based SKU-level forecasts improve forecast quality?
    • Franses P.H., Legerstee R. Do experts' adjustment on model-based SKU-level forecasts improve forecast quality?. Journal of Forecasting 2010, 29:331-340.
    • (2010) Journal of Forecasting , vol.29 , pp. 331-340
    • Franses, P.H.1    Legerstee, R.2
  • 15
    • 0036174304 scopus 로고    scopus 로고
    • Integrating management judgement and statistical methods to improve short-term forecasts
    • Goodwin P. Integrating management judgement and statistical methods to improve short-term forecasts. Omega: International Journal of Management Science 2002, 30:127-135.
    • (2002) Omega: International Journal of Management Science , vol.30 , pp. 127-135
    • Goodwin, P.1
  • 17
    • 22444452644 scopus 로고    scopus 로고
    • Judgmental forecasts of time series affected by special events: does providing a statistical forecast improve accuracy?
    • Goodwin P., Fildes R. Judgmental forecasts of time series affected by special events: does providing a statistical forecast improve accuracy?. Journal of Behavioral Decision Making 1999, 12:37-53.
    • (1999) Journal of Behavioral Decision Making , vol.12 , pp. 37-53
    • Goodwin, P.1    Fildes, R.2
  • 18
    • 0002037611 scopus 로고    scopus 로고
    • A psychological approach to decision support systems
    • Hoch S.J., Schkade D.A. A psychological approach to decision support systems. Management Science 1996, 42:51-64.
    • (1996) Management Science , vol.42 , pp. 51-64
    • Hoch, S.J.1    Schkade, D.A.2
  • 19
    • 23044523699 scopus 로고    scopus 로고
    • The effects of predictive ability information, locus of control, and decision maker involvement on decision aid reliance
    • Kaplan S.E., Reneau J.H., Whitecotton S. The effects of predictive ability information, locus of control, and decision maker involvement on decision aid reliance. Journal of Behavioral Decision Making 2001, 14:35-50.
    • (2001) Journal of Behavioral Decision Making , vol.14 , pp. 35-50
    • Kaplan, S.E.1    Reneau, J.H.2    Whitecotton, S.3
  • 21
    • 0025422983 scopus 로고
    • Why we still use our heads instead of formulas-toward an integrative approach
    • Kleinmuntz B. Why we still use our heads instead of formulas-toward an integrative approach. Psychological Bulletin 1990, 107:296-310.
    • (1990) Psychological Bulletin , vol.107 , pp. 296-310
    • Kleinmuntz, B.1
  • 23
    • 34250017368 scopus 로고
    • Managerial intervention in forecasting: an empirical investigation of forecast manipulation
    • Mathews B.P., Diamantopoulos A. Managerial intervention in forecasting: an empirical investigation of forecast manipulation. International Journal of Research in Marketing 1986, 3:3-10.
    • (1986) International Journal of Research in Marketing , vol.3 , pp. 3-10
    • Mathews, B.P.1    Diamantopoulos, A.2
  • 24
    • 0003052804 scopus 로고    scopus 로고
    • Judgemental adjustments of statistical forecasts
    • Kluwer, New York, J.S. Armstrong (Ed.)
    • Sanders N.R., Ritzman L. Judgemental adjustments of statistical forecasts. Principles of forecasting 2001, Kluwer, New York. J.S. Armstrong (Ed.).
    • (2001) Principles of forecasting
    • Sanders, N.R.1    Ritzman, L.2
  • 26
    • 79960539634 scopus 로고    scopus 로고
    • Nonlinear identification of judgmental forecasts effects at SKU level
    • Trapero J.R., Fildes R., Davydenko A. Nonlinear identification of judgmental forecasts effects at SKU level. Journal of Forecasting 2011, 30:490-508.
    • (2011) Journal of Forecasting , vol.30 , pp. 490-508
    • Trapero, J.R.1    Fildes, R.2    Davydenko, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.