Correlation CAN Imply Causation! | Statistics Misconceptions
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19.02.12 – 1 784 9141:39Опубликовано 17 августа 2017, 16:21
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Footnote video: youtube.com/watch?v=iMbcMMe0D_...
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: arxiv.org/pdf/1208.4119.pdf
Causal Models overview (Quantum and Classical): arxiv.org/pdf/1609.09487.pdf
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Minute Physics provides an energetic and entertaining view of old and new problems in physics -- all in a minute!
Created by Henry Reich
Footnote video: youtube.com/watch?v=iMbcMMe0D_...
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: arxiv.org/pdf/1208.4119.pdf
Causal Models overview (Quantum and Classical): arxiv.org/pdf/1609.09487.pdf
Support MinutePhysics on Patreon! patreon.com/minutephysics
Link to Patreon Supporters: minutephysics.com/supporters
MinutePhysics is on twitter - @minutephysics
And facebook - facebook.com/minutephysics
And Google+ (does anyone use this any more?) - bit.ly/qzEwc6
Minute Physics provides an energetic and entertaining view of old and new problems in physics -- all in a minute!
Created by Henry Reich
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