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Correlation CAN Imply Causation! | Statistics Misconceptions

2017-08-17

[public] 686K views, 26.3K likes, 424 dislikes audio only

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Footnote video: /youtube/video/iMbcMMe0D_Y

This video is about how causal models (which use causal networks) allow us to infer causation from correlation, proving the common refrain not entirely accurate: statistics CAN be used to prove causality! Including: Reichenbach's principle, common causes, feedback, entanglement, EPR paradox, and so on.

REFERENCES:

Causal Discovery Algorithm in Quantum Mechanics Paper: https://arxiv.org/pdf/1208.4119.pdf

Causal Models overview (Quantum and Classical): https://arxiv.org/pdf/1609.09487.pdf

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Intro
/youtube/video/HUti6vGctQM?t=0
Correlation doesnt imply causation
/youtube/video/HUti6vGctQM?t=19
Correlation can infer causality
/youtube/video/HUti6vGctQM?t=51
Causal networks
/youtube/video/HUti6vGctQM?t=70
Sponsor
/youtube/video/HUti6vGctQM?t=180
minutephysics Simply put: cool physics and other sweet science. "If you can't explain it simply, you don't understand it well enough." ~Rutherford via Einstein? (wikiquote) Created by Henry Reich
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Support MinutePhysics on Patreon! patreon.com
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/youtube/video/iMbcMMe0D_Y