Economic forecasting: Some lessons from recent research

DF Hendry, MP Clements - Economic Modelling, 2003 - Elsevier
This paper describes some recent advances and contributions to our understanding of
economic forecasting. The framework we develop helps explain the findings of forecasting …

Exponential smoothing with a damped multiplicative trend

JW Taylor - International journal of Forecasting, 2003 - Elsevier
Multiplicative trend exponential smoothing has received very little attention in the literature. It
involves modelling the local slope by smoothing successive ratios of the local level, and this …

Unmasking the Theta method

RJ Hyndman, B Billah - International Journal of Forecasting, 2003 - Elsevier
The 'Theta method'of forecasting performed particularly well in the M3-competition and is
therefore of interest to forecast practitioners. The original description of the method given by …

Shrinkage estimators of time series seasonal factors and their effect on forecasting accuracy

DM Miller, D Williams - International Journal of Forecasting, 2003 - Elsevier
This paper shows that forecasting accuracy can be improved through better estimation of
seasonal factors under conditions for which relatively simple methods are preferred, such as …

Forecasting the US unemployment rate

T Proietti - Computational Statistics & Data Analysis, 2003 - Elsevier
The primary interest is in out-of-sample forecasting of the US monthly unemployment rate.
Several linear unobserved components models are fitted and their comparative forecasting …

Theta intelligent forecasting information system

K Nikolopoulos, V Assimakopoulos - Industrial Management & Data …, 2003 - emerald.com
The need effectively to integrate decision making tasks together with knowledge
representation and inference procedures has caused recent research efforts towards the …

Time-series analysis with neural networks and ARIMA-neural network hybrids

JV Hansen, RD Nelson - Journal of Experimental & Theoretical …, 2003 - Taylor & Francis
Time-series analysis is important to a wide range of disciplines transcending both the
physical and social sciences. Statistical models have sound theoretical bases and have …

The ombudsman: Reaping benefits from management research: Lessons from the forecasting principles project

JS Armstrong, R Pagell - Interfaces, 2003 - pubsonline.informs.org
It is often claimed that managers do not read serious research papers in journals. If true, this
neglect would seem to pose a problem because journals are the dominant source of …

eTIFIS: An innovative e-forecasting web application

E Tavanidou, K Nikolopoulos, K Metaxiotis… - … Journal of Software …, 2003 - World Scientific
The Internet platform has become the most popular one to build integrated applications. This
paper describes the design and implementation of an innovative e-Forecasting application …

[图书][B] Forecasting consumer adoption of technological innovation: Choosing the appropriate diffusion models for new products and services before launch

LC Gentry - 2003 - search.proquest.com
Within the vast literature on various forecasting models, there is consensus that no single
diffusion model is best for every situation. Experts in the field have asked for studies to …