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2 votes
1 answer
207 views

What's the relationship between statement "Z causes both X and Y" and "X and Y are independent given Z"?

Suppose I have two statements: Statement 1: Random variable Z is the common cause for random variable X and Y (Z causes both X and Y) Statement 2: Random variable X and Y are (conditionally) ...
ExcitedSnail's user avatar
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1 vote
1 answer
636 views

Conditional independence, partial correlation

In my work, I am modelling graphs by measuring the zero- and first-order conditional independence between the variables. That is, if there are three variables, say $A$,$B$ and $C$, an edge between the ...
Hamda Binte Ajmal's user avatar