Missing Data as a Causal and Probabilistic Problem

By Ilya Shpitser, Karthika Mohan, Judea Pearl. 2015

55 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Zach Wood-Doughty
2. Mark Dredze
3. Ilya Shpitser
4. Judea Pearl
5. Elias Bareinboim
6. A. P. Dawid
7. Lu Zhang
8. Yoshua Bengio

Citations in the corpus

• Challenges of Using Text Classifiers for Causal Inference (2018, background): “If an edge existed from A (1) to R A , we have “Missing Not at Random” (MNAR) and would not be identified except in special cases ( Shpitser et al., 2015).”