Karthik Abhinav Sankararaman

Stability of Linear Structural Equation Models of Causal Inference

We consider numerical stability of the parameter recovery problem in Linear Structural Equation Model (LSEM) of causal inference. Numerical stability is essential for the recovered parameters to be reliable. A long line of work starting from Wright (1920) has focused on understanding which sub-class…