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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Vydané v:	PloS one Ročník 14; číslo 10; s. e0223422
Hlavní autori:	Spiliotis, Evangelos, Petropoulos, Fotios, Assimakopoulos, Vassilios
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States Public Library of Science 03.10.2019 Public Library of Science (PLoS)
Predmet:	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
On-line prístup:	Získať plný text
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