Tim Kaiser · @tkaiser
319 followers · 684 posts · Server fediscience.org
RT @CausalHuber
Exciting news! My book "#CausalAnalysis: Impact Evaluation and #CausalMachineLearning with Applications in R" will be published by @mitpress on August 1st: https://mitpress.mit.edu/9780262545914/causal-analysis/#.ZBMtVJ0JHxg.twitter #EconTwitter #EpiTwitter #CausalTwitter #StatsTwitter #RStats #DataScience
#datascience #rstats #statstwitter #causaltwitter #epitwitter #EconTwitter #causalmachinelearning #CausalAnalysis
Tim Kaiser · @tkaiser
319 followers · 675 posts · Server fediscience.org
RT @AleksanderMolak
👋🏼 Here are five evaluation metrics* for your causal discovery algorithms
🧵 (1/n)
#causality #causaltwitter #python #machinelearning #datascience #causaldiscovery
#causaldiscovery #datascience #machinelearning #python #causaltwitter #causality
Tim Kaiser · @tkaiser
320 followers · 593 posts · Server fediscience.org
RT @pwgtennant
Updated slide on identifying & estimating causal effects
Causal estimand = cake you want to bake
Statistical estimand = ingredients required to bake cake
Estimator = recipe & equipment used to bake cake
Estimate = the final product!
Comments welcome!
#EpiTwitter #CausalTwitter
Martin Huber · @CausalHuber
301 followers · 63 posts · Server econtwitter.net🔥Our study (joint with @berno_b@twitter.com and @GanglSelina@twitter.com) on the impact of residence permits on the labor market attachment of foreign workers in #Liechtenstein has been published in the European Economic Review: https://authors.elsevier.com/a/1gTv%7E3F%7EawXq1 #EconTwitter #CausalTwitter
#liechtenstein #econtwitter #causaltwitter
Martin Huber · @CausalHuber
298 followers · 52 posts · Server econtwitter.net🔥 Very happy to see our study (joint with Henrika Langen) on the application of #CausalMachineLearning in quantitative #marketing / #BusinessAnalytics published in #PLOSONE: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0278937 #CausalTwitter #DataScience
#causalmachinelearning #marketing #businessanalytics #plosone #causaltwitter #datascience
Martin Huber · @CausalHuber
296 followers · 51 posts · Server econtwitter.netCheck out this compilation of free #causalinference resources by @MatteoCourthoud@twitter.com https://link.medium.com/REoRHqc5owb #causaltwitter #causalanalysis
#causalinference #causaltwitter #CausalAnalysis
Martin Huber · @CausalHuber
296 followers · 51 posts · Server econtwitter.netRT @AleksanderMolak@twitter.com
🌠 Here are 4 Python causality libraries to learn in 2023 (a thread)
(1/6)
#causaltwitter #causality #causalinference #Python #MachineLearning
🐦🔗: https://twitter.com/AleksanderMolak/status/1609842674462253057
#causaltwitter #causality #causalinference #Python #machinelearning
Martin Huber · @CausalHuber
260 followers · 34 posts · Server econtwitter.net
Wanna get into causal discovery and apply it in #Python? Then check out this blog post by @AleksanderMolak@twitter.com: https://aleksander-molak.medium.com/beyond-the-basics-level-up-your-causal-discovery-skills-in-python-now-2023-cabe0b938715
RT @AleksanderMolak@twitter.com
Just dropped a new blog post on causal discovery in Python.
💡 To learn more on causality join our fast growing Causal Python community here: https://causalpython.io
#causality #causaldiscovery #python #machinelearning #causaltwitter #gcastle
🐦🔗: https://twitter.com/AleksanderMolak/status/1602191673332727811
#Python #causality #causaldiscovery #machinelearning #causaltwitter #gcastle
❄️⛄️ Andrew Heiss :rstats: ⛄❄️ · @andrew
2899 followers · 636 posts · Server fediscience.orgThis latest episode of the Casual Inference podcast on instrumental variables is fantastic and it’s neat to hear about IV from a non-econometrics perspective https://casualinfer.libsyn.com/website/instrumental-variables-with-maria-glymour-season-4-episode-5
and my post on conditional and marginal effects makes a surprise appearance at the beginning lol https://www.andrewheiss.com/blog/2022/11/29/conditional-marginal-marginaleffects/
Emre Kıcıman · @Emrek
361 followers · 61 posts · Server hci.socialToday at 4:30pm at the
@MSFTResearch
booth (#202) at #NeurIPS2022, Agrin Hilmkil and Cheng Zhang are demoing our open source Causal AI suite, including our new no-code interface, ShowWhy.
#NeurIPS2022 #causalml #causaltwitter #causalinference
Martin Huber · @CausalHuber
187 followers · 12 posts · Server econtwitter.net🔥Three recent surveys on #causal #machinelearning for treatment or #PolicyEvaluation:
@MC_Knaus@twitter.com (2021): https://academic.oup.com/ectj/article-abstract/25/3/602/6596870;
Lieli et al (2022): https://link.springer.com/chapter/10.1007/978-3-031-15149-1_3;
Shah et al (2021): https://www.elgaronline.com/view/edcoll/9781788976473/9781788976473.00025.xml
#EconTwitter #CausalTwitter #EpiTwitter #statstwitter
#causal #machinelearning #policyevaluation #econtwitter #causaltwitter #epitwitter #statstwitter