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Today we welcome a new researcher, Jonathan Rollings. He joins us from the University of Surrey for eight weeks, and he’ll be working with Daniel Manela on the link between vine copula independence models and graphical models.
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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:
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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.