Top Tweets for #causalMachineLearning
Ready to sharpen your research skills? ๐
"Causal Machine Learning for Observational and Experimental Research" will take you from machine learning to causally oriented methods in just one week!
Register Now: https://t.co/t59y2BnE7W
#ICPSR #SumProg26 #CausalMachineLearning
๐ฅ Watch my ISCB46 presentation ๐ฉบ๐
Causal ML methods for deprescribing meds in polypharmacy patients using EHRs.
๐ Full recording: https://t.co/aWJkDjAiGN
@OfficialUoM #CausalMachineLearning
Pure Mediation assumption explained!
All inspired by the nostalgic 80โs French TV series "Il รฉtait une foisโฆ la Vie" ๐งโโ๏ธ๐ซ
https://t.co/dmPpOAvpD4
#causalmachinelearning
Your model says #spacing uplift is 15%.
But what if 10% of that is just #geology?
In this episode of The #NoviAIRoundup, we talk about how #engineeringteams are using #causalmachinelearning to separate true production drivers from statistical noise, and uncover the hidden bias baked into most #horizontalwell datasets.
We walk through how #causalmodels help engineers:
โข Detect when models are overfitting to favorable acreage
โข Reveal depletion effects that standard #ML glosses over
โข Build #forecasts grounded in #physics, not just patterns
If your model can't distinguish between correlation and causation, itโs not ready for #developmentplanning.
Tune in! https://t.co/xU6mJ8vPNX
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
https://t.co/y49Wy60tfu
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: https://t.co/4SFDFTlcuo
#SumProg25 #ICPSR #CausalMachineLearning #MachineLearningWorkshop #DataScienceEducation
On-site Collaboration Impact
more info:
https://t.co/UDPfrp71HP
website: https://t.co/yZn7w4hnIe
#YangtzeRiver #EnvironmentalProtection #OnsiteCollaboration #WaterQuality #CausalMachineLearning #PollutionControl
๐ Excited to teach an online course on Causal Machine Learning at the Africa Training Workshop in Econometrics 2024 of @econometricsoc, Dec 3โ6: https://t.co/8Vc5qDFxCm
#EconTwitter #CausalTwitter #CausalMachineLearning
Attending the PhD Student & Supervisor Conference of the European Health Economics Association in beautiful #Lucerne! Excited to discuss methods for #CausalMachineLearning. #EpiTwitter #EconTwitter
๐Happy Birthday, #CausalAnalysis! ๐ One year ago today, my book on impact/treatment evaluation and causal #MachineLearning in #RStats was released by @MITPress!๐ https://t.co/qtc3KF8LFb #CausalMachineLearning #Econtwitter #Epitwitter #Causaltwitter #Statstwitter
#causalMachineLearning to the rescue...
It's early days, but this will change things dramatically, especially in small samples.
https://t.co/F1QT0pe2Ij
More to come for causal models of gut-brain interaction soon in collaboration with @SThanarajah , Dominik Heider and others
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>> https://t.co/bUiDCkjJKB
#HEOR
The next Causal #DataScience Meeting is coming up on Nov 5-6โa 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
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: https://t.co/MMAgIjqFOk
Please share!
#RStats #EconTwitter #AcademicTwitter
We started week 3 at the #GESISspringseminar!
A very warm welcome to lecturers & participants for the final week. ๐
We hope everyone's as excited as we are. ๐
Plenty of opportunities ahead for gaining further #CausalMachineLearning skills and building connections! ๐ฅ
@MC_Knaus delivers an introductory session on #CausalMachineLearning as part of the "Workshops for #Ukraine" series. ๐๐ #EconTwitter #CausalTwitter #EpiTwitter #StatsTwitter
@MartinSpindler5 @VfS_econ seems there was no learning effect from last year in terms of room assignment๐ but great to see such a large interest in #CausalMachineLearning
NEW PUBLICATION โ๏ธ๐๐โก๏ธ@H2020SENDER is proud to release a new publication on the #prediction of total and #ThermalLoads in residential communities๐using #ProbabilisticMethods and #CausalMachineLearning, written by @LucaMassidda and @MarrocuMarino from @crs4research
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!
Just under a month left until my book #CausalAnalysis - #ImpactEvaluation and #CausalMachineLearning with Applications in R is released on Aug 1st by @mitpress! ๐https://t.co/qtc3KF8LFb #RStats #EconTwitter #EpiTwitter #PolicyEvaluation
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