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data-envelopment-analysis's Introduction

Hi there, I am Fan 👋

  • 🔭 I’m currently working on the Getting The Data Right project
  • 🌱 I’m currently learning general data architecture, data engineering tools, and advanced sustainability data modelling
  • 👯 I would like to collaborate on everything related to sustainability data and tools

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Python

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Git

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data-envelopment-analysis's Issues

Question about RNN models,

I read your blog and search for the related repos, panday1995/2020-LC_DEA-Transport and panday1995/Data-Envelopment-Analysis and panday1995/2020-carbon_allocation.

In the panday1995/2020-carbon_allocation, I find the LTSM prediction is used in DEA modeling as inputs, would you like to give some clues about the reason to choose RNN preprocessing on data?

I quickly go through all three papers you mention, but I don't find the related explanations.

  • Choi, Yongrok, Haohao Wang, Fan Yang, and Hyoungsuk Lee. 2021. “Sustainable Governance of the Korean Freight Transportation Industry from an Environmental Perspective.” Sustainability 13 (11): 6429.
  • Choi, Yongrok, Fan Yang, and Hyoungsuk Lee. 2020. “On the Unbalanced Atmospheric Environmental Performance of Major Cities in China.” Sustainability 12 (13): 5391.
  • Yang, Fan, Yongrok Choi, and Hyoungsuk Lee. 2021. “Life-Cycle Data Envelopment Analysis to Measure Efficiency and Cost-Effectiveness of Environmental Regulation in China’s Transport Sector.” Ecological Indicators 126: 107717.

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