Christian Caballero
@ccaballeroh.bsky.social
Data Scientist | Causal Inference | Machine Learning
This account just joined here. Follow them. They always share great content filled with excellent insights
Even infinite, perfect data wouldn’t make it easy to uncover causal effects.
Why? Because observational data alone never reveals causality. Read more in our latest blog post.
medium.com/@causai_busi...
#CausalInference
Why? Because observational data alone never reveals causality. Read more in our latest blog post.
medium.com/@causai_busi...
#CausalInference
Why estimating causal effects isn’t easy, even if we’d have infinite, perfect data
Many people working in the data industry believe that data holds all the answers, and that these answers are hidden in the form of complex patterns within the data. This belief has shaped how most…
medium.com
April 18, 2025 at 7:26 AM
This account just joined here. Follow them. They always share great content filled with excellent insights
Words I'm getting sick of reading: "RCTs are the gold standard..." #CausalSky
December 2, 2024 at 11:24 PM
Words I'm getting sick of reading: "RCTs are the gold standard..." #CausalSky
Reposted by Christian Caballero
✨📰preprint - From prediction to prescription: Machine learning and Causal Inference
hal.science/hal-04774700
Machine learning for individual treatment effect
Didactic and precise, bridging statistical, computational, and epidemiological thinking.
1/5
hal.science/hal-04774700
Machine learning for individual treatment effect
Didactic and precise, bridging statistical, computational, and epidemiological thinking.
1/5
November 14, 2024 at 8:13 PM
✨📰preprint - From prediction to prescription: Machine learning and Causal Inference
hal.science/hal-04774700
Machine learning for individual treatment effect
Didactic and precise, bridging statistical, computational, and epidemiological thinking.
1/5
hal.science/hal-04774700
Machine learning for individual treatment effect
Didactic and precise, bridging statistical, computational, and epidemiological thinking.
1/5
Reposted by Christian Caballero
Reposted by Christian Caballero
Looking for a mind-growing distraction? How about my 3 part intro to Bayesian causal inference. It's like a condensed version of my book, 10 weeks of causal computation in 3 short blog posts. Take with plenty of water. #stats elevanth.org/blog/2021/06...
Regression, Fire, and Dangerous Things (1/3)
It isn't my job to disappoint people, but I'm good at it.
elevanth.org
June 23, 2024 at 8:38 AM
Looking for a mind-growing distraction? How about my 3 part intro to Bayesian causal inference. It's like a condensed version of my book, 10 weeks of causal computation in 3 short blog posts. Take with plenty of water. #stats elevanth.org/blog/2021/06...
Reposted by Christian Caballero
❗6th Summer School in Advanced Economics.
-------------------------------------------------
➡️Where: Spetses Island, Greece.
➡️When: 22-27 June 2025.
▶️ Instructors: Jeff Wooldridge
@jmwooldridge.bsky.social
and myself,
@pedrosantanna.bsky.social
We will cover a lot!
For more info⤵️
-------------------------------------------------
➡️Where: Spetses Island, Greece.
➡️When: 22-27 June 2025.
▶️ Instructors: Jeff Wooldridge
@jmwooldridge.bsky.social
and myself,
@pedrosantanna.bsky.social
We will cover a lot!
For more info⤵️
Home - Summer School in Advanced Economics
The Summer School in Advanced Economics aims to bring together postgraduates, Ph.D. students, and young researchers interested in acquiring modern specialized knowledge in theoretical and empirical ec...
summer-school.edu.gr
November 14, 2024 at 5:01 PM
❗6th Summer School in Advanced Economics.
-------------------------------------------------
➡️Where: Spetses Island, Greece.
➡️When: 22-27 June 2025.
▶️ Instructors: Jeff Wooldridge
@jmwooldridge.bsky.social
and myself,
@pedrosantanna.bsky.social
We will cover a lot!
For more info⤵️
-------------------------------------------------
➡️Where: Spetses Island, Greece.
➡️When: 22-27 June 2025.
▶️ Instructors: Jeff Wooldridge
@jmwooldridge.bsky.social
and myself,
@pedrosantanna.bsky.social
We will cover a lot!
For more info⤵️
Besides the R packages mentioned in @p-hunermund.com 's Udemy course and Elias Bareinboim's Causal Fusion platform, do you know of any other software that has implemented do-calculus, @alxndrmlk.bsky.social ? I mean that you input a graph and a causal query and provides an estimand?
November 12, 2024 at 4:24 AM
Besides the R packages mentioned in @p-hunermund.com 's Udemy course and Elias Bareinboim's Causal Fusion platform, do you know of any other software that has implemented do-calculus, @alxndrmlk.bsky.social ? I mean that you input a graph and a causal query and provides an estimand?