Karthik A. Sankararaman

Robust identifiability in linear structural equation models of causal inference

We consider the problem of robust parameter estimation from observational data in the context of linear structural equation models (LSEMs). Under various conditions on LSEMs and the model parameters the prior work provides efficient algorithms to recover the parameters. However, these results are of…