The Shortest Duration Constrained Hidden Markov Model: Data denoise and forecast optimization on the country-product matrix for the Fitness-Complexity Algorithm

The Economic Fitness Index describes industrial completeness and comprehensively reflects product diversification with competitiveness and product complexity in production globalization. The Fitness-Complexity Algorithm offers a scientific approach to predicting GDP and obtains fruitful results. As...

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Veröffentlicht in:	PloS one 2021-07, Vol.16 (7), p.e0253845-e0253845
Hauptverfasser:	Song, Pengcheng, Zong, Xiangyu, Chen, Ximing, Zhao, Qin, Guo, Lubingzhi
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Analysis Competitiveness Complexity Computer and Information Sciences Economic analysis Economic development Economic forecasting Economic growth Economic trends Economics Engineering and Technology Evaluation Fitness GDP Globalization Gross Domestic Product Indicators Iterative algorithms Iterative methods Macroeconomics Management Markov chains Markov processes Noise Noise reduction Optimization Physical sciences Random variables Research and Analysis Methods Social Sciences Time series
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