Causality: An Introduction | How (naive) statistics can fail us

[@halaction]

Loved series on causality. Your channel is underrated

[@ShawhinTalebi]

Thanks! That is very kind of you to say. I’m glad you enjoyed the series.

[@Nalber3]

Interesting topic, I recently discovered Judea Pearl and so I'm excited about the topic that I'm seriously considering to use it for my PhD in Chemistry to study energy storage materials

[@ShawhinTalebi]

That sounds very interesting!!

[@ShawhinTalebi]

More in this series 👇
Causal Inference: th-cam.com/video/PFBI-ZfV5rs/w-d-xo.html
Causal Discovery: th-cam.com/video/tufdEUSjmNI/w-d-xo.html
Intro to Causal Effects: th-cam.com/video/BOPOX_mTS0g/w-d-xo.html
Propensity Scores: th-cam.com/video/dm-BWjyYQpw/w-d-xo.html
Do-operator: th-cam.com/video/dejZzJIZdow/w-d-xo.html
DAGs: th-cam.com/video/ASU5HG5EqTM/w-d-xo.html
Regression techniques: th-cam.com/video/O72uByJlnMw/w-d-xo.html
Towards Data Science article: towardsdatascience.com/causality-an-introduction-f8a3f6ac4c4a?sk=970d8785697588735e3cb3dd7bbf8cf9a

[@evelynlim6230]

Thank you so much for your teaching ❤

[@ifycadeau]

So insightful and casual!

[@ShawhinTalebi]

Thanks! 😁

[@ketalesto]

Nice, underrated channel here

[@ShawhinTalebi]

Thanks! 😁

[@zhanbolatmagzumov6409]

Thank you so much! Very interesting. Would you add co-integration and its connection with Causality?

[@ShawhinTalebi]

Thanks for your comment Zhanbolat! I don't have anything on cointegration, but in a future video on causal discovery I will touch on Granger causality which seems to have some overlap.
I have considered the possibility of doing an "appendix" to this series and cointegration could make its way in. Thanks again!

[@sumitkumar-el3kc]

Can't causality be bidirectional? For e.g. X is influencing Y and Y is also influencing X.

[@ShawhinTalebi]

For sure. The framework I discuss here, however, focuses on causal relationships that can be represented by a DAG i.e. unidirectional effects.

[@sumitkumar-el3kc]

@@ShawhinTalebi thank you so much sir

[@AndresVeraF]

Thanks you! i like this videos

[@ShawhinTalebi]

Thanks, I appreciate it!

[@EZE247365]

informative 😎👌🏾

[@ShawhinTalebi]

Thanks!

[@chinonsoahuna7385]

Totally rad

[@ShawhinTalebi]

Thanks!

[@jayo3074]

Hmm Nigerian?

[@suremedaes]

@@jayo3074 yep

[@arvoli2596]

#TED TALKS

[@ShawhinTalebi]

Very kind of you

[@ifycadeau]

First

[@KongQuestCo]

I’d share this on Instagram but it’s down

[@ShawhinTalebi]

Same.