Interactive probing of multivariate time series prediction models: A case of freight rate analysis
We present an interactive probing tool to create, modify and analyze what-if scenarios for multivariate time series models. The solution is applied to freight trading, where analysts can carry out sensitivity analysis on freight rates by changing demand and supply-related econometric variables and o...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2021
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/6843 https://ink.library.smu.edu.sg/context/sis_research/article/7846/viewcontent/21_IEEEVIS_poster_probing.pdf |
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| Institution: | Singapore Management University |
| Language: | English |