Browsing by Subject "Causal inference"

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Extrapolating from experiments, confidently

Khosrowi, Donal (Berlin ; Heidelberg : Springer, 2023)

Extrapolating causal effects from experiments to novel populations is a common practice in evidence-based-policy, development economics and other social science areas. Drawing on experimental evidence of policy effectiveness, ...
Using causal inference to avoid fallouts in data-driven parametric analysis: A case study in the architecture, engineering, and construction industry

Chen, Xia; Sun, Ruiji; Saluz, Ueli; Schiavon, Stefano; Geyer, Philipp ([Amsterdam] : Elsevier ScienceDirect, 2024)

The decision-making process in real-world implementations has been affected by a growing reliance on data-driven models. Recognizing the limitations of isolated methodologies - namely, the lack of domain understanding in ...

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