Supply chain forecasting: theory, practice, their gap and the future
From MaRDI portal
Publication:322825
DOI10.1016/j.ejor.2015.11.010zbMath1346.90181OpenAlexW2178204454WikidataQ58890733 ScholiaQ58890733MaRDI QIDQ322825
John E. Boylan, Stephan Kolassa, Zied Babai, Konstantinos Nikolopoulos, Aris A. Syntetos
Publication date: 7 October 2016
Published in: European Journal of Operational Research (Search for Journal in Brave)
Full work available at URL: http://orca.cf.ac.uk/81462/1/EJOR%20review%20paper_R2%20manuscript.pdf
Inference from stochastic processes and prediction (62M20) Economic time series analysis (91B84) Transportation, logistics and supply chain management (90B06) Research exposition (monographs, survey articles) pertaining to operations research and mathematical programming (90-02)
Related Items
The impact of temporal aggregation on supply chains with ARMA\((1,1)\) demand processes ⋮ Timing intermittent demand with time-varying order-up-to levels ⋮ Fast Forecast Reconciliation Using Linear Models ⋮ Generalizing the Theta method for automatic forecasting ⋮ Inventory availability commitment under uncertainty in a dropshipping supply chain ⋮ An empirical Bayes approach to incorporating demand intermittency and irregularity into inventory control ⋮ A forecast reconciliation approach to cause-of-death mortality modeling ⋮ Integrated hierarchical forecasting ⋮ Use of contextual and model-based information in adjusting promotional forecasts ⋮ Optimal reconciliation with immutable forecasts ⋮ Can accessing much data reshape the theory? Inventory theory under the challenge of data-driven systems ⋮ Demand forecasting and information sharing of a green supply chain considering data company ⋮ Forecast Information Sharing for Managing Supply Chains in the Big Data Era: Recent Development and Future Research ⋮ On the interaction between asymmetric demand signal and forecast accuracy information ⋮ Forecasting of lead-time demand variance: implications for safety stock calculations ⋮ Supply chain coordination with information sharing: the informational advantage of GPOs ⋮ A quantitative model for disruption mitigation in a supply chain ⋮ Enriching demand forecasts with managerial information to improve inventory replenishment decisions: exploiting judgment and fostering learning ⋮ OR in spare parts management: a review ⋮ Using shared sell-through data to forecast wholesaler demand in multi-echelon supply chains ⋮ The value of information for price dependent demand ⋮ Information sharing in an e-tailing supply chain for fresh produce with freshness-keeping effort and value-added service ⋮ Revisiting the value of information sharing in two-stage supply chains ⋮ Markov chain modeling and forecasting of product returns in remanufacturing based on stock mean-age ⋮ We need to talk about intermittent demand forecasting ⋮ Assessing mortality inequality in the U.S.: what can be said about the future? ⋮ Multistep quantile forecasts for supply chain and logistics operations: bootstrapping, the GARCH model and quantile regression based approaches ⋮ ANALYZING MORTALITY BOND INDEXES VIA HIERARCHICAL FORECAST RECONCILIATION ⋮ Analysis of minimum cost of supply chain emergencies based on diffusion path processing ⋮ Newsvendor problems: an integrated method for estimation and optimisation
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Optimal combination forecasts for hierarchical time series
- Do `big losses' in judgmental adjustments to statistical forecasts affect experts' behaviour?
- The effects of integrating management judgement into OUT levels: in or out of context?
- On the accuracy of statistical procedures in Microsoft Excel 2007
- O a lemma associated with Box, Jenkins and Granger
- An investigation of aggregate variable time series forecast strategies with specific subaggregate time series statistical correlation
- Impact of demand correlation on the value of and incentives for information sharing in a supply chain
- An inventory control system for spare parts at a refinery: an empirical comparison of different re-order point methods
- Temporal aggregation of volatility models
- Do experts' adjustments on model-based SKU-level forecasts improve forecast quality?
- Information Sharing in a Supply Chain: A Note on its Value when Demand Is Nonstationary
- An ARIMA Supply Chain Model
- The Value of Information Sharing in a Two-Level Supply Chain
- On the effect of non-optimal forecasting methods on supply chain downstream demand
- The impact of information sharing in a two-level supply chain with multiple retailers
- Forecasting for inventory planning: a 50-year review
- Use of individual and group seasonal indices in subaggregate demand forecasting
- Forecasting aggregate time series with intermittent subaggregate components: top-down versus bottom-up forecasting
- Forecasting and operational research: a review
- Calculating the accuracy of hierarchical estimation
- Aggregation and Proration in Forecasting
- Information Distortion in a Supply Chain: The Bullwhip Effect
- Demand forecasting by temporal aggregation
- A note on the forecast performance of temporal aggregation
- Forecasting for Items with Intermittent Demand
- Adjusting supply chain forecasts for short-term temperature estimates: a case study in a Brewing company
- New forecasting insights on the bullwhip effect in a supply chain
- Hierarchical estimation as a basis for hierarchical forecasting
- Forecasting item-level demands: an analytical evaluation of top-down versus bottom-up forecasting in a production-planning framework
- Classification for forecasting and stock control: a case study
- A systemic view of the ADIDA framework
- On the effectiveness of top‐down strategy for forecasting autoregressive demands
- On the categorization of demand patterns
- Forecasting and Stock Control for Intermittent Demands
- The Effect of Aggregation on Prediction in the Autoregressive Model
- Asymptotic behaviour of temporal aggregates of time series