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Inland Waterborne Commerce Study Based on Variance Decomposition and Cross-Spectral Analysis
- Xie, Y. (author)
- Zhang, P. (author)
-
- Wang, Yong (author)
- KTH,Industriell produktion,Processer
- (creator_code:org_t)
- 2021-07-21
- 2021
- English.
- In: Lecture Notes on Data Engineering and Communications Technologies. - Cham : Springer Nature. ; , s. 13-22
- Book chapter (peer-reviewed)
Abstract
Subject headings
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- Much research has focused on the prediction field; however, few are concerned about the detail between forecasting and influence factors. It is an important area to help decision-makers decide in time. River and relevant factors were studied utilizing variance decomposition and cross-spectral analysis. The results show that there is an inflection point between the shipping volume and the related variables. After passing a high-speed development period, the inland shipping volume will enter a stable period of fluctuation, and the correlation with other variables will gradually decrease. The amplitude spectrum verifies the degree of influence; the cross-spectral analyzed each variable is driving relationship; the phase spectrum shows the shipping volume and the time required for effecting.
Subject headings
- NATURVETENSKAP -- Matematik -- Sannolikhetsteori och statistik (hsv//swe)
- NATURAL SCIENCES -- Mathematics -- Probability Theory and Statistics (hsv//eng)
Keyword
- Cross-spectrum analysis
- Shipping volume
- The inflection point of shipping volume
- Transportation economy
- Variance decomposition
- Decision making
- Spectrum analysis
- Amplitude spectra
- Cross-spectral analysis
- Decision makers
- Inflection points
- Inland shippings
- Related variables
- Ships
Publication and Content Type
- ref (subject category)
- kap (subject category)
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- Royal Institute of Technology
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