4 citations · 17 across the 12 of their papers we have counts for
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stat.ME2021★ 3 cited
Bounds on Causal Effects and Application to High Dimensional Data
Ang Li, Judea Pearl
This paper addresses the problem of estimating causal effects when adjustment variables in the back-door or front-door criterion are partially observed. For such scenarios, we deri…
stat.ME2021★ 3 cited
Causes of Effects: Learning individual responses from population data
Scott Mueller, Ang Li, Judea Pearl
The problem of individualization is recognized as crucial in almost every field. Identifying causes of effects in specific events is likewise essential for accurate decision making…