[HTML][HTML] Forecasting: theory and practice

F Petropoulos, D Apiletti, V Assimakopoulos… - International Journal of …, 2022 - Elsevier
Forecasting has always been at the forefront of decision making and planning. The
uncertainty that surrounds the future is both exciting and challenging, with individuals and …

Retail forecasting: Research and practice

R Fildes, S Ma, S Kolassa - International Journal of Forecasting, 2022 - Elsevier
This paper reviews the research literature on forecasting retail demand. We begin by
introducing the forecasting problems that retailers face, from the strategic to the operational …

[HTML][HTML] Forecasting demand profiles of new products

RM Van Steenbergen, MRK Mes - Decision support systems, 2020 - Elsevier
Nowadays, many companies face shorter product life cycles, increasing the need to properly
forecast demand for newly introduced products. These forecasts allow them to support …

Technology forecasting by analogy-based on social network analysis: The case of autonomous vehicles

S Li, E Garces, T Daim - Technological Forecasting and Social Change, 2019 - Elsevier
During the last years, new technologies have been developing at a rapid pace; however,
new technologies carry risks and uncertainties. Technology forecasting by analogy has …

Pre-launch new product demand forecasting using the Bass model: A statistical and machine learning-based approach

H Lee, SG Kim, H Park, P Kang - Technological Forecasting and Social …, 2014 - Elsevier
This study proposes a novel approach to the pre-launch forecasting of new product demand
based on the Bass model and statistical and machine learning algorithms. The Bass model …

[HTML][HTML] Forecasting by analogy using the web search traffic

SP Jun, TE Sung, HW Park - Technological Forecasting and Social Change, 2017 - Elsevier
Various types of demand forecasting methods have been developed and utilized to predict
the adoption of new technologies. Recently, along with the advancement of bibliometrics …

Forecasting methods and principles: Evidence-based checklists

JS Armstrong, KC Green - Journal of Global Scholars of Marketing …, 2018 - Taylor & Francis
Problem How to help practitioners, academics, and decision makers use experimental
research findings to substantially reduce forecast errors for all types of forecasting problems …

Forecasting with a hybrid method utilizing data smoothing, a variation of the Theta method and shrinkage of seasonal factors

E Spiliotis, V Assimakopoulos… - International Journal of …, 2019 - Elsevier
In this paper, we discuss how extrapolation can be advanced by using some of the most
successful elements and paradigms from the forecasting literature. We propose a new …

The challenges of pre-launch forecasting of adoption time series for new durable products

P Goodwin, S Meeran, K Dyussekeneva - International Journal of …, 2014 - Elsevier
The successful introduction of new durable products plays an important part in helping
companies to stay ahead of their competitors. Decisions relating to these products can be …

New product demand forecasting and production capacity adjustment strategies: Within-product and cross-product word-of-mouth

X Yan, H Hu - Computers & Industrial Engineering, 2023 - Elsevier
Manufacturers attach increasing importance to consumer word-of-mouth (WOM) as it assists
them to improve demand forecasting and determine production capacity adjustment …