Quantifying delay propagation in airline networks
We develop a framework for quantifying delay propagation in airline networks by integrating structural modeling and machine learning methods to estimate causal effects. Using a comprehensive dataset on actual delays and a model-selection algorithm (elastic net), we estimate a weighted directed graph...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2024
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/soe_research/2795 https://ink.library.smu.edu.sg/context/soe_research/article/3794/viewcontent/Quantifying_Delay_Propagation_in_Airline_Networks__1_.pdf |
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| Institution: | Singapore Management University |
| Language: | English |