Published:
Ryan Carey, Marina Maciel Ansanelli, Elie Wolfe, and Robin Evans have released a paper characterizing the interventional equivalence class of directed acyclic graph models under both marginalization and selection (or conditioning).
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Robin Evans presented his work on Model Selection and Local Geometry at the IMSI in Chicago.
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Linying Yang has released a paper, Frugal, Flexible, Faithful: Causal Data Simulation via Frengression, which uses a generative method for simulating causal datasets. This builds on the frugal parameterization (Evans and Didelez, 2024) in various ways:
Published:
Robin Evans and Vanessa Didelez presented their work on Parameterizing and simulating from causal models at the Royal Statistical Society in London. See the video here, and the DeMO with Xi Lin and Daniel Manela here.
Published:
Linying Yang has released a paper, Frugal, Flexible, Faithful: Causal Data Simulation via Frengression, which uses a generative method for simulating causal datasets. This builds on the frugal parameterization (Evans and Didelez, 2024) in various ways:
Published:
Robin Evans and Vanessa Didelez presented their work on Parameterizing and simulating from causal models at the Royal Statistical Society in London. See the video here, and the DeMO with Xi Lin and Daniel Manela here.
Published:
Linying Yang has today shared a manuscript on Outcome-informed weighting for robust ATE estimation. The paper, inspired by Taufiq et al., 2023, augments the marginal ratio estimand in that paper in a manner analogous to augmented inverse probability weighting, securing doubly-robust properties.
Published:
Ryan Carey, Marina Maciel Ansanelli, Elie Wolfe, and Robin Evans have released a paper characterizing the interventional equivalence class of directed acyclic graph models under both marginalization and selection (or conditioning).
