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Correlation CAN Imply Causation! | Statistics Misconceptions

Correlation CAN Imply Causation! | Statistics Misconceptions

minutephysics
1 HN recommenders · discussed 2017–2022
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About this video

A four-minute minutephysics video arguing that causal models and causal networks let statistics infer causation from correlation. It touches on Reichenbach's principle, common causes, feedback and quantum causal discovery.

Why it appears in the archive

HN people link it as a short, accessible summary of Judea Pearl-style causal inference when someone repeats that correlation cannot imply causation.

AI-generated summary and labels from the source dataset; verify important details against the video. Source & credits.

From the Hacker News discussion

trendia · 2018-01 · rec

Judea Pearl wrote a whole book about proving causality (and when it can't be proven). A rough summary is available as a YouTube video: [VIDEO]

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esmi · 2017-09 · reference

I see your blog post and raise you a youtube video. minutephysics Correlation CAN Imply Causation! | Statistics Misconceptions [VIDEO]

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woojoo666 · 2022-11 · reference

> It's impossible in general to be certain of causality for humans too, all we see are correlations in data and we invent causal theories that explain those correlations Not sure about that. MinutePhysics has a video about how correlation can imply causality: [VIDEO]

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