Looking forward to spending some time with this new #biorxiv #preprint "Causal inference with observational data and unobserved confounding variables," by Jarrett Byrnes and Laura Dee. It looks like an very useful work-through of practical issues in applying modern causal techniques to the kind of study design issues ecologists deal with.

https://doi.org/10.1101/2024.02.26.582072

#CausalInf #CausalInference
#Stats #Statistics #Ecology

Very excited with the more recent version of this manuscript:
Learning to Rank by Causal Effects Without Data to Accurately Estimate Causal Effects, in arxiv.org/abs/2206.12532
#CausalInf #CausalInference
#Stats #Statistics

#DoWhy 0.9 includes some exciting new extensions and features, including better sensitivity analyses, new identification algorithms, and more. I'm particularly excited to see so many new contributors joining in on this release!

#causality #causalinf #causalml @causal

Lots of new folks joining today so maybe worth reposting:

Hello #causal folks. I haven't run into a list of #causal #causalinf #causality #causalml people on mastodon yet. I thought I'd start crowdsourcing.

Please share, edit, add yourself, etc. Thanks!

https://docs.google.com/spreadsheets/d/1EzIBxQebN_ulvZfcasvoxlues03T_hcFCrnZPsVzmaw/edit?usp=sharing

#introductionpost
I’m a social scientist working at a tech nonprofit. Most of what I do there is behavioral research and evaluation strategy. I’m professionally interested in #humancomputerinteraction #rstats #onlinecommunities #causalinf #ResearchDesign
My academic interests were in the domestic politics of international trade and investment and in the #politicaleconomy of resource extraction. #politicalscience
Also into: #urbanism, #dcpolitics, Cleveland and UMich sports

A friend just sent me this and it might be the most accurate depiction of the causal inference rabbit hole I've seen to date 😂 #causalinf #statsodon

We’re organising a #meeting for #causalinf and #envsci folk in the UK in December supported by Cambridge Accelerate. Please see http://www.cmes.info/ for further details and https://www.c2d3.cam.ac.uk/events/causal-methods-environmental-science-cmes to sign up. #ml #causalml

Re#introduction 👋

I'm a researcher who works at the intersection of #EducationalPsychology (how humans learn) and #Psychometrics (development of statistical tools for the objective measurement of skills & knowledge). I'm particularly interested in the measurement & modeling issues in the domain. More recently I have been looking at the marriage between #CausalInference & Psychometric Modeling. I also build & publish #OpenSource #JuliaLang packages to support my research. #EdPsych #CausalInf.

#introduction 👋

I'm a researcher who works at the intersection of #EducationalPsychology (how humans learn) and #Psychometrics (development of statistical tools for the objective measurement of skills & knowledge). I'm particularly interested in the measurement & modeling issues in the domain. More recently I have been looking at the marriage between #CausalInference & Psychometric Modeling. I also build & publish #OpenSource #JuliaLang packages to support my research. #EdPsych #CausalInf.

Hi Mastodon! 👋 #introduction time!

I'm a public policy professor at Georgia State University where I

- 🧑‍🏫 teach #dataviz and #causalinf with #rstats and the #tidyverse (and other courses in microeconomics, nonprofit management, and comparative public administration )
- 📚 study NGOs, international nonprofits, human rights, and authoritarianism, all with #bayesian statistics

I'm based in suburban Atlanta with 6 kids (!)

Some comments on Structural Causal Models (SCMs) and causal loops (A -> B and B -> A). #bookofwhy #causality #causalinf #causalinference

RT @CarterPaddy@twitter.com

@yudapearl@twitter.com Judea, having now finished Book of Why, there is one thing I was curious about which it didn't discuss much, and which bothers economists a lot, and that is bidirectional causality (feedback loops). Have you written about that somewhere else?

🐦🔗: https://twitter.com/CarterPaddy/status/1107210097552515072