🎥 Watch my ISCB46 presentation 🩺📊
Causal ML methods for deprescribing meds in polypharmacy patients using EHRs.
👉 Full recordiyoutu.be/qLrSZJ4ZAx8?t=…A@iGN
@OfficialUoM #CausalMachineLearning
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Pure Mediation assumption explained!
All inspired by the nostalgic 80’s French TV series "Il était une fois… la Vie" 🧙♂️🫁puremediation.netlify.appD4
#causalmachinelearning
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You can view the recording of my online talk @turinginst @AIM_RSF
here on YouTube on #causalinference #TargetTrial emulation #CausalMachineLearning #polypharmacy & #deprescribing on research with @MatthewSperrin
@dynairx @OfficialUoM
youtu.be/z0CtfYnu3b8?si…
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Develop an understanding and familiarity with Causal Machine Learning (CML) and learn how to confidently apply CML methods in your own research. For more details: myumi.ch/zXJWb
#SumProg25 #ICPSR #CausalMachineLearning #MachineLearningWorkshop #DataScienceEducation
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😀 Excited to teach an online course on Causal Machine Learning at the Africa Training Workshop in Econometrics 2024 of@econometricsoc, Dec 3–6:editorialexpress.com/conference/AFT…m
#EconTwitter #CausalTwitter #CausalMachineLearningu
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Attending the PhD Student & Supervisor Conference of the European Health Economics Association in beautiful #Lucerne! Excited to discuss methods for #CausalMachineLearning. #EpiTwitter #EconTwitter
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#causalMachineLearning to the rescue...
It's early days, but this will change things dramatically, especially in small samples.
ncbi.nlm.nih.gov/pmc/articles/P…
More to come for causal models of gut-brain interaction soon in collaboration with @SThanarajah , Dominik Heider and others
Towards a network control theory of electroconvulsive therapy response
Electroconvulsive Therapy (ECT) is arguably the most effective intervention for treatment-resistant depression. While large interindividual variability exists, a theory capable of explaining indivi...
From pmc.ncbi.nlm.nih.gov 1
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Learn to evaluate heterogenous treatment effects using popular #causalmachinelearning methods, including Causal Forests and #BayesianAdditiveRegressionTrees in a July 10-11 short course. Learn more here>> ow.ly/GAoc50SrJJW
#HEOR
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The next Causal #DataScience Meeting is coming up on Nov 5-6—a great online conference bringing together scholars and business experts to present and discuss insights on #CausalAnalysis, impact evaluation, and #CausalMachineLearning. Not to be missed! #EconTwitter #Causaltwitter
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Very happy to deliver a short course on optimal policy learning based on #causalmachinelearning in the Workshops for #Ukraine series
On May 16th we will have a workshop on Optimal policy learning based on causal machine learning in R by @CausalHuber.
More info: bit.ly/3U1yDGJ
Please share!
#RStats #EconTwitter #AcademicTwitter
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@MC_Knaus delivers an introductory session on #CausalMachineLearning as part of the "Workshops for #Ukraine" series. 👇👍 #EconTwitter #CausalTwitter #EpiTwitter #StatsTwitter
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@MartinSpindler5 @VfS_econ seems there was no learning effect from last year in terms of room assignment😂 but great to see such a large interest in #CausalMachineLearning
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Had the wonderful opportunity to visit @IFAU_SE in Sweden this week and deliver a course on #CausalMachineLearning, along with a research talk. Thank you very much @adrianadermon and the entire
@IFAU_SE for hosting me in the charming city of #Uppsala-it was great to meet you!
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Just under a month left until my book #CausalAnalysis - #ImpactEvaluation and #CausalMachineLearning with Applications in R is released on Aug 1st by @mitpress! �mitpress.mit.edu/9780262545914/…b #RStats #EconTwitter #EpiTwitter #PolicyEvaluation
Causal Analysis
Reasoning about cause and effect—the consequence of doing one thing versus another—is an integral part of our lives as human beings. In an increasingly d...
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Already looking forward to the Causal Data Science Meeting in Nov - a great online conference on #CausalAnalysis and #CausalMachineLearning with both academic and industry applications/contributions.
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