Chapter 4
Methodology
Publication: SE 2050 Commitment Program: 2023 Data Analysis and Findings Report
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References
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Lundberg, S. M., and S.-I. Lee. 2023. “A unified approach to interpreting model predictions.” In Proc., Advances in Neural Information Processing Systems. Red Hook, NY: Curran Associates, Inc. Accessed December 11, 2023. https://papers.nips.cc/paper_files/paper/2017/hash/8a20a8621978632d76c43dfd28b67767-Abstract.html.
Malmqvist, T., M. Nehasilova, A. Moncaster, H. Birgisdottir, et al. 2018. “Design and construction strategies for reducing embodied impacts from buildings—Case study analysis.” Energy Build. 166: 35–47. https://www.sciencedirect.com/science/article/abs/pii/S0378778817321576.
Molnar, C. 2023. “9.6 SHAP (SHapley Additive exPlanations).” Accessed December 11, 2023. https://christophm.github.io/interpretable-ml-book/shap.html.
Pomponi, F., and A. Moncaster. 2018. “Scrutinising embodied carbon in buildings: The next performance gap made manifest.” Renewable Sustainable Energy Rev. 81 (Part 2): 2431–2442.
RICS (Royal Institution of Chartered Surveyors). 2017. Whole life carbon assessment for the built environment. London: Royal Institution of Chartered Surveyors.
Wei, P., Z. Lu, and J. Song. 2015. “Variable importance analysis: A comprehensive review.” Reliab. Eng. Syst. Saf. 142: 399–432. https://www.sciencedirect.com/science/article/pii/S0951832015001672.
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Information
Published In
SE 2050 Commitment Program: 2023 Data Analysis and Findings Report
Pages: 11 - 20
ISBN (Online): 978-0-7844-8592-7
Copyright
© 2025 by the American Society of Civil Engineers.
History
Published online: Mar 6, 2025
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