A model for selecting the appropriate level of aggregation in forecasting processes

G Zotteri, M Kalchschmidt - International Journal of Production Economics, 2007 - Elsevier
Demand forecasting is a major issue in several industrial sectors. A relevant choice for
companies is the proper level of forecast aggregation. Forecasters need to properly identify …

The impact of aggregation level on forecasting performance

G Zotteri, M Kalchschmidt, F Caniato - International Journal of Production …, 2005 - Elsevier
Most operations decisions are based on some kind of forecast of future demand. Thus,
forecasting is definitely a very traditional area in the operations and inventory management …

Demand forecasting in supply chains: a review of aggregation and hierarchical approaches

MZ Babai, JE Boylan… - International Journal of …, 2022 - Taylor & Francis
Demand forecasts are the basis of most decisions in supply chain management. The
granularity of these decisions lead to different forecast requirements. For example, inventory …

[HTML][HTML] Forecasting with multivariate temporal aggregation: The case of promotional modelling

N Kourentzes, F Petropoulos - International Journal of Production …, 2016 - Elsevier
Demand forecasting is central to decision making and operations in organisations. As the
volume of forecasts increases, for example due to an increased product customisation that …

Forecasting aggregate demand: An analytical evaluation of top-down versus bottom-up forecasting in a production planning framework

H Widiarta, S Viswanathan, R Piplani - International Journal of Production …, 2009 - Elsevier
We study the relative effectiveness of top-down (TD) and bottom-up (BU) strategies for
forecasting the aggregate demand in a production planning framework. The aggregate …

Forecasting practices: Empirical evidence and a framework for research

G Zotteri, M Kalchschmidt - International Journal of Production Economics, 2007 - Elsevier
Demand forecasting is a relevant issue both in research and practice. In the past several
papers have investigated forecasting practices. This research uses data from the GMRG …

Demand forecasting by temporal aggregation

B Rostami‐Tabar, MZ Babai… - Naval Research …, 2013 - Wiley Online Library
Demand forecasting performance is subject to the uncertainty underlying the time series an
organization is dealing with. There are many approaches that may be used to reduce …

Performance analysis of demand planning approaches for aggregating, forecasting and disaggregating interrelated demands

A Chen, J Blue - International Journal of Production Economics, 2010 - Elsevier
A synchronized and responsive flow of materials, information, funds, processes and services
is the goal of supply chain planning. Demand planning, which is the very first step of supply …

Determining when to update the weights in combined forecasts for product demand––an application of the CUSUM technique

CK Chan, BG Kingsman, H Wong - European Journal of Operational …, 2004 - Elsevier
Combining forecasts merges several separate sets of forecasts to form a better composite
forecast. There has been much published work on how to find the optimal combining …

Forecasting—bridging the gap between sales and manufacturing

L Hagdorn-van der Meijden, JAEE van Nunen… - International journal of …, 1994 - Elsevier
Conflicts frequently occur between demand forecasts that help sales and marketing to reach
their targets and the demand forecasts that help manufacturing to produce the right amounts …