mauriceoconnell.bsky.social
👤 Joined on 14 February 2025
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@mauriceoconnell.bsky.socialNew preprint out on a way to handle structural and practical violations of the overlap (also known as positivity) assumption in causal inference -- as long as the outcome is bounded, we derive simple partial identification bounds on the ATE. With @alecmcclean.bsky.social and @idiaz.bsky.social
Show Post🚨 Funded PhD Opportunity 🚨 I'm recruiting a PhD student in Statistics, Causal Inference & Machine Learning 💰 4 years funded (€25k stipend + fees) 📅 Start: Sept 2026 Details👇 euraxess.ec.europa.eu/jobs/445195 #PhDPosition #Statistics #Biostatistics #CausalInference #MachineLearning
Show PostDennis Frauen, Maresa Schr\"oder, Konstantin Hess, Stefan Feuerriegel: Orthogonal Survival Learners for Estimating Heterogeneous Treatment Effects from Time-to-Event Data https://arxiv.org/abs/2505.13072 https://arxiv.org/pdf/2505.13072 https://arxiv.org/html/2505.13072
Show PostNEW PAPER!!! "Causal Machine Learning Methods and Use of Cross‐Fitting in Settings With High‐Dimensional Confounding" led by Susie Ellul, with Stijn Vansteelandt & John Carlin Published in Stats in Med Check it out 👇 onlinelibrary.wiley.com/doi/10.1002/... #EpiSky #CausalSky
Show PostMeet Dr Maurice O'Connell @mauriceoconnell.bsky.social, research associate in statistics @manchester.ac.uk. Maurice bring deep expertise in causal inference, machine learning, counterfactual prediction and decision theory to DynAIRx - helping us understand what works, for whom, and why. #Statistics
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