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Volumn 252, Issue 1, 2016, Pages 1-26

Supply chain forecasting: Theory, practice, their gap and the future

Author keywords

Forecasting empirical research; Forecasting software; Literature review; Supply chain forecasting

Indexed keywords

ARTIFICIAL INTELLIGENCE; COORDINATION REACTIONS; DECISION SUPPORT SYSTEMS; KNOWLEDGE BASED SYSTEMS; QUERY LANGUAGES; SUPPLY CHAINS;

EID: 84960200121     PISSN: 03772217     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ejor.2015.11.010     Document Type: Review
Times cited : (204)

References (136)
  • 2
    • 84865133045 scopus 로고    scopus 로고
    • The value of forecast information sharing in the supply chain
    • Ali M., Boylan J.E. The value of forecast information sharing in the supply chain Foresight 18 2010 14 18
    • (2010) Foresight , vol.18 , pp. 14-18
    • Ali, M.1    Boylan, J.E.2
  • 3
    • 79951612699 scopus 로고    scopus 로고
    • Feasibility principles for downstream demand inference in supply chains
    • Ali M.M., Boylan J.E. Feasibility principles for downstream demand inference in supply chains Journal of the Operational Research Society 62 2011 474 482
    • (2011) Journal of the Operational Research Society , vol.62 , pp. 474-482
    • Ali, M.M.1    Boylan, J.E.2
  • 4
    • 84055190082 scopus 로고    scopus 로고
    • On the effect of non-optimal forecasting methods on supply chain downstream demand
    • Ali M.M., Boylan J.E. On the effect of non-optimal forecasting methods on supply chain downstream demand IMA Journal of Management Mathematics 23 2012 81 98
    • (2012) IMA Journal of Management Mathematics , vol.23 , pp. 81-98
    • Ali, M.M.1    Boylan, J.E.2
  • 5
    • 84865130564 scopus 로고    scopus 로고
    • Forecast errors and inventory performance under forecast information sharing
    • Ali M.M., Boylan J.E., Syntetos A.A. Forecast errors and inventory performance under forecast information sharing International Journal of Forecasting 28 2012 830 841
    • (2012) International Journal of Forecasting , vol.28 , pp. 830-841
    • Ali, M.M.1    Boylan, J.E.2    Syntetos, A.A.3
  • 6
    • 0037334929 scopus 로고    scopus 로고
    • Stochastic characterization of upstream demand processes in a supply chain
    • Alwan L.C., Liu J.J., Yao D.-Q. Stochastic characterization of upstream demand processes in a supply chain IIE Transactions 35 2003 207 219
    • (2003) IIE Transactions , vol.35 , pp. 207-219
    • Alwan, L.C.1    Liu, J.J.2    Yao, D.-Q.3
  • 8
    • 49549146909 scopus 로고
    • On a lemma associated with Box, Jenkins and Granger
    • Anderson O.D. On a lemma associated with Box, Jenkins and Granger Journal of Econometrics 3 1975 151 156
    • (1975) Journal of Econometrics , vol.3 , pp. 151-156
    • Anderson, O.D.1
  • 10
    • 84858750769 scopus 로고    scopus 로고
    • Impact of temporal aggregation on stock control performance of intermittent demand estimators: Empirical analysis
    • Babai M.Z., Ali M.M., Nikolopoulos K. Impact of temporal aggregation on stock control performance of intermittent demand estimators: Empirical analysis OMEGA: The International Journal of Management Science 40 2012 713 721
    • (2012) OMEGA: The International Journal of Management Science , vol.40 , pp. 713-721
    • Babai, M.Z.1    Ali, M.M.2    Nikolopoulos, K.3
  • 11
    • 84989479521 scopus 로고
    • An analysis of the usefulness of disaggregated accounting data for forecasts of corporate performance
    • Barnea A., Lakonishok J. An analysis of the usefulness of disaggregated accounting data for forecasts of corporate performance Decision Sciences 11 1980 17 26
    • (1980) Decision Sciences , vol.11 , pp. 17-26
    • Barnea, A.1    Lakonishok, J.2
  • 13
    • 84960221735 scopus 로고    scopus 로고
    • Choosing levels of aggregation for supply chain forecasts
    • Boylan J.E. Choosing levels of aggregation for supply chain forecasts Foresight 18 2010 9 13
    • (2010) Foresight , vol.18 , pp. 9-13
    • Boylan, J.E.1
  • 15
    • 37349112435 scopus 로고    scopus 로고
    • Accuracy and accuracy-implication metrics for intermittent demand
    • Boylan J.E., Syntetos A.A. Accuracy and accuracy-implication metrics for intermittent demand Foresight 4 2006 39 42
    • (2006) Foresight , vol.4 , pp. 39-42
    • Boylan, J.E.1    Syntetos, A.A.2
  • 16
    • 77953665906 scopus 로고    scopus 로고
    • Spare parts management: A review of forecasting research and extensions
    • Boylan J.E., Syntetos A.A. Spare parts management: A review of forecasting research and extensions IMA Journal of Management Mathematics 21 2010 227 237
    • (2010) IMA Journal of Management Mathematics , vol.21 , pp. 227-237
    • Boylan, J.E.1    Syntetos, A.A.2
  • 21
    • 84879637607 scopus 로고    scopus 로고
    • Diatom flickering prior to regime shift
    • Carstensen J., Telford R.J., Birks H.J.H. Diatom flickering prior to regime shift Nature 498 2013 E11 E12
    • (2013) Nature , vol.498 , pp. E11-E12
    • Carstensen, J.1    Telford, R.J.2    Birks, H.J.H.3
  • 22
    • 36248969138 scopus 로고    scopus 로고
    • Use of individual and group seasonal indexes in subaggregate demand Forecasting
    • Chen H., Boylan J.E. Use of individual and group seasonal indexes in subaggregate demand Forecasting Journal of the Operational Research Society 58 2007 1660 1671
    • (2007) Journal of the Operational Research Society , vol.58 , pp. 1660-1671
    • Chen, H.1    Boylan, J.E.2
  • 23
    • 49549086193 scopus 로고    scopus 로고
    • Empirical evidence on individual, group and shrinkage seasonal indexes
    • Chen H., Boylan J.E. Empirical evidence on individual, group and shrinkage seasonal indexes International Journal of Forecasting 24 2008 525 534
    • (2008) International Journal of Forecasting , vol.24 , pp. 525-534
    • Chen, H.1    Boylan, J.E.2
  • 24
    • 30744442146 scopus 로고    scopus 로고
    • The impact of information sharing in a two-level supply chain with multiple retailers
    • Cheng T.C.E., Wu Y.N. The impact of information sharing in a two-level supply chain with multiple retailers Journal of the Operational Research Society 56 2005 1159 1165
    • (2005) Journal of the Operational Research Society , vol.56 , pp. 1159-1165
    • Cheng, T.C.E.1    Wu, Y.N.2
  • 26
    • 0015401407 scopus 로고
    • Forecasting and stock control for intermittent demands
    • Croston J.D. Forecasting and stock control for intermittent demands Operational Research Quarterly 23 1972 289 303
    • (1972) Operational Research Quarterly , vol.23 , pp. 289-303
    • Croston, J.D.1
  • 29
    • 84948430143 scopus 로고    scopus 로고
    • Private communications to the corresponding author
    • Dawson, P. (2013). Managing Director of DBO Services (http://www.dboservises.com). Private communications to the corresponding author.
    • (2013) Managing Director of DBO Services
    • Dawson, P.1
  • 31
    • 45049087153 scopus 로고    scopus 로고
    • Inventory record inaccuracy: An empirical analysis
    • DeHoratius N., Raman A. Inventory record inaccuracy: an empirical analysis Management Science 54 2008 627 641
    • (2008) Management Science , vol.54 , pp. 627-641
    • DeHoratius, N.1    Raman, A.2
  • 34
    • 38849209996 scopus 로고    scopus 로고
    • Against your better judgment? How organizations can improve their use of management judgment in forecasting
    • Fildes R., Goodwin P. Against your better judgment? How organizations can improve their use of management judgment in forecasting Interfaces 37 2007 570 576
    • (2007) Interfaces , vol.37 , pp. 570-576
    • Fildes, R.1    Goodwin, P.2
  • 35
    • 84898629463 scopus 로고    scopus 로고
    • Forecasting support systems: What we know, what we need to know
    • Fildes R., Goodwin P. Forecasting support systems: what we know, what we need to know International Journal of Forecasting 29 2013 290 294
    • (2013) International Journal of Forecasting , vol.29 , pp. 290-294
    • Fildes, R.1    Goodwin, P.2
  • 36
    • 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., Nikolopoulos K. Effective forecasting and judgmental adjustments: an empirical evaluation and strategies for improvement in supply-chain planning International Journal of Forecasting 25 2009 3 23
    • (2009) International Journal of Forecasting , vol.25 , pp. 3-23
    • Fildes, R.1    Goodwin, P.2    Lawrence, M.3    Nikolopoulos, K.4
  • 39
    • 0034340304 scopus 로고    scopus 로고
    • Accurate retail testing of fashion merchandise: Methodology and application
    • Fisher M., Rajaram K. Accurate retail testing of fashion merchandise: methodology and application Marketing Science 19 2000 266 278
    • (2000) Marketing Science , vol.19 , pp. 266-278
    • Fisher, M.1    Rajaram, K.2
  • 40
    • 0033198080 scopus 로고    scopus 로고
    • An investigation of aggregate variable time series forecast strategies with specific subaggregate time series statistical correlation
    • Fliedner G. An investigation of aggregate variable time series forecast strategies with specific subaggregate time series statistical correlation Computers and Operations Research 26 1999 1133 1149
    • (1999) Computers and Operations Research , vol.26 , pp. 1133-1149
    • Fliedner, G.1
  • 41
    • 0001091705 scopus 로고
    • Forecasting system parent group formation: An empirical application of cluster analysis
    • Fliedner E.B., Lawrence B. Forecasting system parent group formation: an empirical application of cluster analysis Journal of Operations Management 12 1995 119 130
    • (1995) Journal of Operations Management , vol.12 , pp. 119-130
    • Fliedner, E.B.1    Lawrence, B.2
  • 42
    • 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 25 2009 35 47
    • (2009) International Journal of Forecasting , vol.25 , pp. 35-47
    • Franses, P.H.1    Legerstee, R.2
  • 43
    • 77949632331 scopus 로고    scopus 로고
    • Do experts' adjustments on model-based SKU-level forecasts improve forecast quality?
    • Franses P.H., Legerstee R. Do experts' adjustments on model-based SKU-level forecasts improve forecast quality? Journal of Forecasting 29 2010 331 340
    • (2010) Journal of Forecasting , vol.29 , pp. 331-340
    • Franses, P.H.1    Legerstee, R.2
  • 44
    • 78049530177 scopus 로고    scopus 로고
    • Combining SKU-level sales forecasts from models and experts
    • Franses P.H., Legerstee R. Combining SKU-level sales forecasts from models and experts Expert Systems with Applications 38 2011 2365 2370
    • (2011) Expert Systems with Applications , vol.38 , pp. 2365-2370
    • Franses, P.H.1    Legerstee, R.2
  • 45
    • 79951612698 scopus 로고    scopus 로고
    • Experts' adjustment to model-based SKU-level forecasts: Does the forecast horizon matter?
    • Franses P.H., Legerstee R. Experts' adjustment to model-based SKU-level forecasts: does the forecast horizon matter? Journal of the Operational Research Society 62 2011 537 543
    • (2011) Journal of the Operational Research Society , vol.62 , pp. 537-543
    • Franses, P.H.1    Legerstee, R.2
  • 46
    • 84865601570 scopus 로고    scopus 로고
    • Do statistical forecasting models for SKU-level data benefit from including past expert knowledge?
    • Franses P.H., Legerstee R. Do statistical forecasting models for SKU-level data benefit from including past expert knowledge? International Journal of Forecasting 29 2013 80 87
    • (2013) International Journal of Forecasting , vol.29 , pp. 80-87
    • Franses, P.H.1    Legerstee, R.2
  • 47
    • 33749523557 scopus 로고    scopus 로고
    • Exponential smoothing: The state of the art - Part II
    • Gardner E.S. Jr. Exponential smoothing: The state of the art - part II International Journal of Forecasting 22 2006 637 666
    • (2006) International Journal of Forecasting , vol.22 , pp. 637-666
    • Gardner, E.S.1
  • 49
    • 0036299795 scopus 로고    scopus 로고
    • Sources of intermittent demand for aircraft spare parts within airline operations
    • Ghobbar A.A., Friend C.H. Sources of intermittent demand for aircraft spare parts within airline operations Journal of Air Transport Management 8 2002 221 231
    • (2002) Journal of Air Transport Management , vol.8 , pp. 221-231
    • Ghobbar, A.A.1    Friend, C.H.2
  • 50
    • 14944377009 scopus 로고    scopus 로고
    • An ARIMA supply chain model
    • Gilbert K. An ARIMA supply chain model Management Science 51 2005 305 310
    • (2005) Management Science , vol.51 , pp. 305-310
    • Gilbert, K.1
  • 51
    • 84908342416 scopus 로고    scopus 로고
    • The challenges of pre-launch forecasting of adoption time series for new durable products
    • Goodwin P., Meeran S., Dyussekeneva K. The challenges of pre-launch forecasting of adoption time series for new durable products International Journal of Forecasting 30 2014 1082 1097
    • (2014) International Journal of Forecasting , vol.30 , pp. 1082-1097
    • Goodwin, P.1    Meeran, S.2    Dyussekeneva, K.3
  • 55
    • 84979343666 scopus 로고
    • Disaggregation methods to expedite product line forecasting
    • Gross C.W., Sohl J.E. Disaggregation methods to expedite product line forecasting Journal of Forecasting 9 1990 233 254
    • (1990) Journal of Forecasting , vol.9 , pp. 233-254
    • Gross, C.W.1    Sohl, J.E.2
  • 60
  • 61
    • 84960267022 scopus 로고    scopus 로고
    • Scoring points: How Tesco continues to win customer loyalty
    • Humby, C., Hunt, T., & Phillips, T. (2008). Scoring points: How Tesco continues to win customer loyalty. Kogan Page, 2nd rev. ed.
    • (2008) Kogan Page, 2nd Rev. Ed
    • Humby, C.1    Hunt, T.2    Phillips, T.3
  • 63
    • 84945966019 scopus 로고    scopus 로고
    • Optimally reconciling forecasts in a hierarchy
    • Hyndman R., Athanasopoulos G. Optimally reconciling forecasts in a hierarchy Foresight 35 2014 42 48
    • (2014) Foresight , vol.35 , pp. 42-48
    • Hyndman, R.1    Athanasopoulos, G.2
  • 64
    • 48749085803 scopus 로고    scopus 로고
    • Minimum sample size requirements for seasonal forecasting models
    • Hyndman R.J., Kostenko A.V. Minimum sample size requirements for seasonal forecasting models Foresight 6 2007 12 15
    • (2007) Foresight , vol.6 , pp. 12-15
    • Hyndman, R.J.1    Kostenko, A.V.2
  • 68
    • 84984730209 scopus 로고    scopus 로고
    • Lead time demand adjustment or when a model is not a model
    • Johnston F.R. Lead time demand adjustment or when a model is not a model Journal of the Operational Research Society 51 2000 1107 1110
    • (2000) Journal of the Operational Research Society , vol.51 , pp. 1107-1110
    • Johnston, F.R.1
  • 72
    • 84891130745 scopus 로고    scopus 로고
    • Improving forecasting by estimating time series structural components across multiple frequencies
    • Kourentzes N., Petropoulos F., Trapero J.R. Improving forecasting by estimating time series structural components across multiple frequencies International Journal of Forecasting 30 2014 291 302
    • (2014) International Journal of Forecasting , vol.30 , pp. 291-302
    • Kourentzes, N.1    Petropoulos, F.2    Trapero, J.R.3
  • 73
    • 0031108822 scopus 로고    scopus 로고
    • Information distortion in a supply chain: The bullwhip effect
    • Lee H.L., Padmanabhan V., Whang S. Information distortion in a supply chain: the bullwhip effect Management Science 43 1997 546 558
    • (1997) Management Science , vol.43 , pp. 546-558
    • Lee, H.L.1    Padmanabhan, V.2    Whang, S.3
  • 74
    • 0033686633 scopus 로고    scopus 로고
    • The value of information sharing in a two-level supply chain
    • Lee H.L., So K.C., Tang C.S. The value of information sharing in a two-level supply chain Management Science 46 2000 626 643
    • (2000) Management Science , vol.46 , pp. 626-643
    • Lee, H.L.1    So, K.C.2    Tang, C.S.3
  • 75
    • 84960210276 scopus 로고
    • The effect of overlapping aggregation on time series models: An application to the unemployment rate in Brazil
    • Luiz K.H., Pedro A.M., Pedro L.V.P. The effect of overlapping aggregation on time series models: an application to the unemployment rate in Brazil Brazilian Review of Econometrics 12 1992 223 241
    • (1992) Brazilian Review of Econometrics , vol.12 , pp. 223-241
    • Luiz, K.H.1    Pedro, A.M.2    Pedro, L.V.P.3
  • 76
    • 79956367448 scopus 로고    scopus 로고
    • Top-down strategies based on adaptive fuzzy rule-based systems for daily time series forecasting
    • Luna I., Ballini R. Top-down strategies based on adaptive fuzzy rule-based systems for daily time series forecasting International Journal of Forecasting 27 2011 708 724
    • (2011) International Journal of Forecasting , vol.27 , pp. 708-724
    • Luna, I.1    Ballini, R.2
  • 77
    • 0001022674 scopus 로고
    • Forecasting contemporaneously aggregated vector ARMA processes
    • Lütkepohl H. Forecasting contemporaneously aggregated vector ARMA processes Journal of Business & Economic Statistics 2 1984 201 214
    • (1984) Journal of Business & Economic Statistics , vol.2 , pp. 201-214
    • Lütkepohl, H.1
  • 78
    • 34250017368 scopus 로고
    • Managerial intervention in forecasting: An empirical investigation of forecast manipulation
    • Mathews B., Diamantopoulos A. Managerial intervention in forecasting: an empirical investigation of forecast manipulation International Journal of Research in Marketing 3 1986 3 10
    • (1986) International Journal of Research in Marketing , vol.3 , pp. 3-10
    • Mathews, B.1    Diamantopoulos, A.2
  • 79
    • 84984499068 scopus 로고
    • Judgmental revision of sales forecasts: A longitudinal extension
    • Mathews B., Diamantopoulos A. Judgmental revision of sales forecasts: a longitudinal extension Journal of Forecasting 8 1989 129 140
    • (1989) Journal of Forecasting , vol.8 , pp. 129-140
    • Mathews, B.1    Diamantopoulos, A.2
  • 80
    • 84979343969 scopus 로고
    • Judgmental revision of sales forecasts: Effectiveness of forecast selection
    • Mathews B., Diamantopoulos A. Judgmental revision of sales forecasts: effectiveness of forecast selection Journal of Forecasting 9 1990 407 415
    • (1990) Journal of Forecasting , vol.9 , pp. 407-415
    • Mathews, B.1    Diamantopoulos, A.2
  • 81
    • 84979347099 scopus 로고
    • Judgmental revision of sales forecasts - The relative performance of judgementally revised versus non revised forecasts
    • Mathews B., Diamantopoulos A. Judgmental revision of sales forecasts - the relative performance of judgementally revised versus non revised forecasts Journal of Forecasting 11 1992 569 576
    • (1992) Journal of Forecasting , vol.11 , pp. 569-576
    • Mathews, B.1    Diamantopoulos, A.2
  • 82
    • 1642364678 scopus 로고    scopus 로고
    • Temporal aggregation of volatility models
    • Meddahi N., Renault E. Temporal aggregation of volatility models Journal of Econometrics 119 2004 355 379
    • (2004) Journal of Econometrics , vol.119 , pp. 355-379
    • Meddahi, N.1    Renault, E.2
  • 85
    • 85073824162 scopus 로고    scopus 로고
    • The application of product-group seasonal indexes to individual products
    • Mohammadipour M., Boylan J.E., Syntetos A.A. The application of product-group seasonal indexes to individual products Foresight 26 2012 18 24
    • (2012) Foresight , vol.26 , pp. 18-24
    • Mohammadipour, M.1    Boylan, J.E.2    Syntetos, A.A.3
  • 87
    • 84871214172 scopus 로고    scopus 로고
    • Adjusting supply chain forecasts for short-term temperature estimates: A case study in a brewing company
    • Nikolopoulos K., Fildes R. Adjusting supply chain forecasts for short-term temperature estimates: a case study in a brewing company IMA Journal of Management Mathematics 24 2013 79 88
    • (2013) IMA Journal of Management Mathematics , vol.24 , pp. 79-88
    • Nikolopoulos, K.1    Fildes, R.2
  • 91
    • 0000278558 scopus 로고
    • Exponential forecasting: Some new variations
    • Pegels C. Exponential forecasting: some new variations Management Science 15 1969 311 315
    • (1969) Management Science , vol.15 , pp. 311-315
    • Pegels, C.1
  • 92
    • 84931846877 scopus 로고    scopus 로고
    • Do 'big losses' in judgmental adjustments to statistical forecasts affect experts' behaviour?
    • advance online publication
    • Petropoulos F., Fildes R., Goodwin P. Do 'big losses' in judgmental adjustments to statistical forecasts affect experts' behaviour? European Journal of Operational Research 2015 10.1016/j.ejor.2015.06.002 advance online publication
    • (2015) European Journal of Operational Research
    • Petropoulos, F.1    Fildes, R.2    Goodwin, P.3
  • 93
    • 84989837741 scopus 로고    scopus 로고
    • Improving forecasting via multiple temporal aggregation
    • Petropoulos F., Kourentzes N. Improving forecasting via multiple temporal aggregation Foresight 34 2014 12 17
    • (2014) Foresight , vol.34 , pp. 12-17
    • Petropoulos, F.1    Kourentzes, N.2
  • 95
    • 34548447487 scopus 로고    scopus 로고
    • An inventory control system for spare parts at a refinery: An empirical comparison of different reorder point methods
    • Porras E.M., Dekker R. An inventory control system for spare parts at a refinery: an empirical comparison of different reorder point methods European Journal of Operational Research 184 2008 101 132
    • (2008) European Journal of Operational Research , vol.184 , pp. 101-132
    • Porras, E.M.1    Dekker, R.2
  • 96
    • 0035322351 scopus 로고    scopus 로고
    • Information sharing in a supply chain: A note on its value when demand is non-stationary
    • Raghunathan S. Information sharing in a supply chain: a note on its value when demand is non-stationary Management Science 47 2001 605 610
    • (2001) Management Science , vol.47 , pp. 605-610
    • Raghunathan, S.1
  • 97
    • 0037402019 scopus 로고    scopus 로고
    • Impact of demand correlation on the value of and incentives for information sharing in a supply chain
    • Raghunathan S. Impact of demand correlation on the value of and incentives for information sharing in a supply chain European Journal of Operational Research 146 2003 634 649
    • (2003) European Journal of Operational Research , vol.146 , pp. 634-649
    • Raghunathan, S.1
  • 102
    • 84885177863 scopus 로고    scopus 로고
    • Forecasting aggregate demand: Analytical comparison of top-down and bottom-up approaches in a multivariate exponential smoothing framework
    • Sbrana G., Silvestrini A. Forecasting aggregate demand: analytical comparison of top-down and bottom-up approaches in a multivariate exponential smoothing framework International Journal of Production Economics 146 2013 185 198
    • (2013) International Journal of Production Economics , vol.146 , pp. 185-198
    • Sbrana, G.1    Silvestrini, A.2
  • 103
    • 0001059931 scopus 로고
    • Aggregation and proration in forecasting
    • Shlifer E., Wolff R.W. Aggregation and proration in forecasting Management Science 25 1979 594 603
    • (1979) Management Science , vol.25 , pp. 594-603
    • Shlifer, E.1    Wolff, R.W.2
  • 104
    • 45249122868 scopus 로고    scopus 로고
    • Temporal aggregation of univariate and multivariate time series models: A survey
    • Silvestrini A., Veredas D. Temporal aggregation of univariate and multivariate time series models: a survey Journal of Economic Surveys 22 2008 458 497
    • (2008) Journal of Economic Surveys , vol.22 , pp. 458-497
    • Silvestrini, A.1    Veredas, D.2
  • 105
  • 112
    • 84960257802 scopus 로고    scopus 로고
    • Forecasting by temporal aggregation
    • Syntetos A.A. Forecasting by temporal aggregation Foresight 34 2014 6 11
    • (2014) Foresight , vol.34 , pp. 6-11
    • Syntetos, A.A.1
  • 118
    • 84938099909 scopus 로고    scopus 로고
    • The effects of integrating management judgement into OUT levels: In or out of context?
    • advance online publication
    • Syntetos A.A., Kholidasari I., Naim M. The effects of integrating management judgement into OUT levels: in or out of context? European Journal of Operational Research 2015 10.1016/j.ejor.2015.07.021 advance online publication
    • (2015) European Journal of Operational Research
    • Syntetos, A.A.1    Kholidasari, I.2    Naim, M.3
  • 119
    • 74149091475 scopus 로고    scopus 로고
    • Judging the judges through accuracy-implication metrics: The case of inventory forecasting
    • Syntetos A.A., Nikolopoulos K., Boylan J.E. Judging the judges through accuracy-implication metrics: the case of inventory forecasting International Journal of Forecasting 26 2010 134 143
    • (2010) International Journal of Forecasting , vol.26 , pp. 134-143
    • Syntetos, A.A.1    Nikolopoulos, K.2    Boylan, J.E.3
  • 121
    • 84960281423 scopus 로고    scopus 로고
    • On the calculation of safety stocks
    • under review (working paper available from the corresponding author)
    • Syntetos A.A., Teunter R.H., Prak D. On the calculation of safety stocks European Journal of Operational Research 2015 under review (working paper available from the corresponding author)
    • (2015) European Journal of Operational Research
    • Syntetos, A.A.1    Teunter, R.H.2    Prak, D.3
  • 122
    • 77956890832 scopus 로고
    • Asymptotic behaviour of temporal aggregates of time series
    • Tiao G.C. Asymptotic behaviour of temporal aggregates of time series Biometrika 59 1972 525 531
    • (1972) Biometrika , vol.59 , pp. 525-531
    • Tiao, G.C.1
  • 123
    • 46349110034 scopus 로고    scopus 로고
    • Forecasting aggregate time series with intermittent subaggregate components: Top-down versus bottom-up forecasting
    • Viswanathan S., Widiarta H., Piplani R. Forecasting aggregate time series with intermittent subaggregate components: top-down versus bottom-up forecasting IMA Journal of Management Mathematics 19 2008 275 287
    • (2008) IMA Journal of Management Mathematics , vol.19 , pp. 275-287
    • Viswanathan, S.1    Widiarta, H.2    Piplani, R.3
  • 125
    • 0000447571 scopus 로고
    • Systematic sampling and temporal aggregation in time series models
    • Weiss A.A. Systematic sampling and temporal aggregation in time series models Journal of Econometrics 26 1984 271 281
    • (1984) Journal of Econometrics , vol.26 , pp. 271-281
    • Weiss, A.A.1
  • 126
    • 33847706887 scopus 로고    scopus 로고
    • On the effectiveness of top-down strategy for forecasting autoregressive demands
    • Widiarta H., Viswanathan S., Piplani R. On the effectiveness of top-down strategy for forecasting autoregressive demands Naval Research Logistics 54 2007 176 188
    • (2007) Naval Research Logistics , vol.54 , pp. 176-188
    • Widiarta, H.1    Viswanathan, S.2    Piplani, R.3
  • 127
    • 41149105315 scopus 로고    scopus 로고
    • Forecasting item-level demands: An analytical evaluation of top-down versus bottom-up forecasting in a production-planning framework
    • Widiarta H., Viswanathan S., Piplani R. Forecasting item-level demands: an analytical evaluation of top-down versus bottom-up forecasting in a production-planning framework IMA Journal of Management Mathematics 19 2008 207 218
    • (2008) IMA Journal of Management Mathematics , vol.19 , pp. 207-218
    • Widiarta, H.1    Viswanathan, S.2    Piplani, R.3
  • 128
    • 61449172949 scopus 로고    scopus 로고
    • Forecasting aggregate demand: An analytical evaluation of top-down versus bottom-up forecasting in a production planning framework
    • Widiarta H., Viswanathan S., Piplani R. Forecasting aggregate demand: an analytical evaluation of top-down versus bottom-up forecasting in a production planning framework International Journal of Production Economics 118 2009 87 94
    • (2009) International Journal of Production Economics , vol.118 , pp. 87-94
    • Widiarta, H.1    Viswanathan, S.2    Piplani, R.3
  • 132
    • 0346937358 scopus 로고    scopus 로고
    • A note on aggregation, disaggregation and forecasting performance
    • Zellner A., Tobias J. A note on aggregation, disaggregation and forecasting performance Journal of Forecasting 19 2000 457 469
    • (2000) Journal of Forecasting , vol.19 , pp. 457-469
    • Zellner, A.1    Tobias, J.2
  • 134
    • 34249932381 scopus 로고    scopus 로고
    • A model for selecting the appropriate level of aggregation in forecasting processes
    • Zotteri G., Kalchschmidt M. A model for selecting the appropriate level of aggregation in forecasting processes International Journal of Production Economics 108 2007 74 83
    • (2007) International Journal of Production Economics , vol.108 , pp. 74-83
    • Zotteri, G.1    Kalchschmidt, M.2
  • 136
    • 84960285907 scopus 로고    scopus 로고
    • Forecasting by cross-sectional aggregation
    • Zotteri G., Kalchschmidt M., Saccani N. Forecasting by cross-sectional aggregation Foresight 35 2014 35 41
    • (2014) Foresight , vol.35 , pp. 35-41
    • Zotteri, G.1    Kalchschmidt, M.2    Saccani, N.3


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