Might Temporal Logic Improve the Specification of Directed Acyclic Graphs (DAGs)?

Might Temporal Logic Improve the Specification of Directed Acyclic Graphs (DAGs)?

Temporality-driven covariate classification had limited impact on: the specification of directed acyclic graphs (DAGs) by 85 novice analysts (medical undergraduates); or the risk of bias in DAG-informed multivariable models designed to generate causal inference from observational data. Only 71 stude...

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Bibliographic Details
Main Author: George T. H. Ellison
Format: Article
Language:English
Published: Taylor & Francis Group 2021-08-01
Series:Journal of Statistics and Data Science Education
Subjects:
causal inference
dag
directed acyclic graph
observational data
statistical modeling
temporality
Online Access:http://dx.doi.org/10.1080/26939169.2021.1936311

Internet

http://dx.doi.org/10.1080/26939169.2021.1936311

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