Causal Bounds and Observable Constraints for Non-deterministic Models

By Roland R. Ramsahai. 2012

29 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. Dustin Tingley
2. Kosuke Imai
3. Teppei Yamamoto
4. Ricardo M. A. Silva
5. Robin J. Evans
6. Judea Pearl
7. Martin Huber
8. Kristopher J Preacher

Citations in the corpus

• Causal Inference through a Witness Protection Program (2014, methodology): “Using this parameterization in the case y = x = 1, β = β̄ = 1, Ramsahai [16], extending [5], used the following linear programming to obtain bounds on the ACE (for now, assume that ζyx.”
• Experimental designs for identifying causal mechanisms (2013, background): “Our proof, which closely follows that of Robins (2003), is given in Appendix A.”
• Graphical methods for inequality constraints in marginalized DAGs (2012, methodology): “See Ramsahai (2012) for an approach which is graphical in spirit, but uses computationally difficult variable elimination methods.”