89 citations · 97 across the 2 of their papers we have counts for
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cs.AI2012★ 89 cited
Generalized Instrumental Variables
Carlos Brito, Judea Pearl
This paper concerns the assessment of direct causal effects from a combination of: (i) non-experimental data, and (ii) qualitative domain knowledge. Domain knowledge is encoded in…
cs.AI2012★ 8 cited
Graphical Condition for Identification in recursive SEM
Carlos Brito, Judea Pearl
The paper concerns the problem of predicting the effect of actions or interventions on a system from a combination of (i) statistical data on a set of observed variables, and (ii)…