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Bad control IV : M-Bias
This is the M-bias diagram. Z blocks the confounding effects of U1 and U2 on X and Y. Controlling for Z stops the blocking - and thus opens up a backdoor path with confounding factors U1 and U2 in an otherwise unbiased diagram.
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Updated 2020-04-25
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Data Science