Learn Before
Back Door Adjustment Equation
The equation for eliminate a confounder via the back door method. The left side of this equation P(Y | do(X)) represent what is the effect of X on Y. The right side of the equation is an estimate of the query for eliminating the confounder.
P(Y | do(X)) = ∑z P(Y | X, Z = z) P(Z = z)
0
1
Contributors are:
Who are from:
References
Tags
Data Science
Related
Game 3 of the Book of Why
Game 5 of the Book of Why
Game 1 of the Book of Why: X rightarrow A rightarrow Y and A rightarrow B
Controlling for a Descendant of X
Game 4 of The Book of Why: X leftarrow A rightarrow B leftarrow C rightarrow Y
Game 2 of the Book of Why: X rightarrow E rightarrow Y and X leftarrow A rightarrow B leftarrow D rightarrow E
Related
Game 3 of the Book of Why
Game 5 of the Book of Why
Game 1 of the Book of Why: X rightarrow A rightarrow Y and A rightarrow B
Controlling for a Descendant of X
Game 4 of The Book of Why: X leftarrow A rightarrow B leftarrow C rightarrow Y
Game 2 of the Book of Why: X rightarrow E rightarrow Y and X leftarrow A rightarrow B leftarrow D rightarrow E