Improving the forecasting performance of temporal hierarchies

Temporal hierarchies have been widely used during the past few years as they are capable to provide more accurate coherent forecasts at different planning horizons. However, they still display some limitations, being mainly subject to the forecasting methods used for generating the base forecasts an...

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Bibliographic Details
Published in:	PloS one Vol. 14; no. 10; p. e0223422
Main Authors:	Spiliotis, Evangelos, Petropoulos, Fotios, Assimakopoulos, Vassilios
Format:	Journal Article
Language:	English
Published:	United States Public Library of Science 03.10.2019 Public Library of Science (PLoS)
Subjects:	Accuracy Algorithms Bias Biology and Life Sciences Competition Computer and Information Sciences Computer engineering Data smoothing Displays (Marketing) Earth Sciences Forecasting Hierarchies Humans Inferential statistics Management science Methods Models, Statistical Multilevel analysis Performance evaluation Physical Sciences Reproducibility of Results Research and Analysis Methods Seasons Shrinkage Social Sciences Spatio-Temporal Analysis Time series Greece
ISSN:	1932-6203, 1932-6203
Online Access:	Get full text
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