#statstab #505 Beyond Confounders

Thoughts: What makes a good control and a bad control?

#counterfactuals #confounder #DAG #r #modelling #selectionbias #variance #control #causalinference

https://matheusfacure.github.io/python-causality-handbook/07-Beyond-Confounders.html

Healthcare in #gaza has been devastated 📲 Hospitals that once cared for thousands of families now stand damaged, overwhelmed, barely functioning -

Among them is #KamalAdwanHospital — a vital lifeline for mothers, newborns, and children

Today, #DAG are launching a campaign to rebuild two critical departments:

The Pediatrics Department

The OBGYN Department – so women can safely deliver their babies #healthcare

Lab and Radiology Dpt

#freeDrHussamAbuSafiya #palestine

https://www.youtube.com/watch?v=eplu36yH1Ow

[공공 데이터 기반으로 부동산 매물 분석 파이프라인 만들기

촌집은 부동산 매물 등록 시 AI 분석을 자동화하는 파이프라인을 구축했습니다. 공공데이터 3종을 수집하고 Claude API로 인사이트를 생성하며, BullMQ와 DAG 구조를 활용해 빠른 응답과 백그라운드 분석을 동시에 처리합니다.

https://news.hada.io/topic?id=27001

#ai #realestate #claudel #bullmq #dag

Screenshot as I'm visually validating a (TINY) portion of our model of an irrigation district's water distribution network with a bespoke viewer made with Cytoscape.

If you work with #Graph, #Network, #DAG, or graph structures in general, #Cytoscape is a wonderful library to work with. It has lots of plugins, layouts, and examples.

#Neon #Infrastructure #PhysicalInfrastructure

#statstab #482 Introducing Causion: A web app for playing with DAGs

Thoughts: A very cool app. Let's you see exactly what your assumptions and DGP mean for your causal model.

#causal #causalinference #DAG #DAGs #dgp #tutorial #guide #education #pedagogy

https://pedermisager.org/blog/causion-dag-simulator/

Okay, I now have to write a #async #dag data structure, where each node can be loaded, retrieved, added and possibly also removed in an async way.

#rust #rustlang #softwaredevelopment #opensource

𝗗𝗮𝗴 𝗯𝗲𝗴𝗶𝗻𝘁 𝗯𝗲𝘄𝗼𝗹𝗸𝘁, 𝗹𝗮𝘁𝗲𝗿 𝘀𝘁𝗲𝗲𝗱𝘀 𝗺𝗲𝗲𝗿 𝗼𝗽𝗸𝗹𝗮𝗿𝗶𝗻𝗴𝗲𝗻 𝗲𝗻 𝘇𝗼𝗻

Na het grijze weer van gisteren komt vandaag de zon er weer eens door. Toch blijven er nog steeds ook wolkenvelden over en kan heel lokaal een spatje regen vallen. Het wordt tussen 0 en 7 graden.

https://www.rtl.nl/nieuws/binnenland/artikel/5561405/dag-begint-bewolkt-maar-later-steeds-meer-opklaringen-en-zon

#dag #bewolkt #opklaringen