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Combing time series models for forecasting

Article Abstract:

A model based on a selection criteria hypothesis testing or graphical inspection is used to forecast future values and the use of an algorithm, AFTER, is proposed to convexly combine the models for better performance of prediction. The results show an advantage of combining by AFTER over selection in terms of forecasting accuracy at several settings.

Author: Hui Zou, Yuhong Yang
Publisher: Elsevier B.V.
Publication Name: International Journal of Forecasting
Subject: Economics
ISSN: 0169-2070
Year: 2004
Time-series analysis, Time series analysis

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Measuring and predicting turning points using a dynamic bi-factor model

Article Abstract:

A bi-factor model with Markov-switching that measures and forecasts turning points is presented. The model was tested using four coincident and four leading indicators of the US economy. The model successfully forecasted the recession probabilities of composite leading index and composite coincident index for the period from March to December 2001.

Author: Kholodilin, Konstantin A., Yao, Vincent W.
Publisher: Elsevier B.V.
Publication Name: International Journal of Forecasting
Subject: Economics
ISSN: 0169-2070
Year: 2005
Usage, Economic aspects, Recessions, Factor analysis, Discriminant analysis, Markov processes, Econometric models

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Stable seasonal pattern models for forecast revision: a comparative study

Article Abstract:

A study on forecasting the seasonal performance of several companies in production or marketing is discussed.

Author: Yelland, Phillip M.
Publisher: Elsevier B.V.
Publication Name: International Journal of Forecasting
Subject: Economics
ISSN: 0169-2070
Year: 2006
Marketing procedures, Production management, Venture Analysis, Marketing, Business enterprises, Company marketing practices

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Subjects list: Methods, United States, Forecasting, Forecasts and trends, Market trend/market analysis
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