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math.ST2021
An integral equation for the identification of causal effects in nonlinear models
Wing Hung Wong
When the causal relationship between X and Y is specified by a structural equation, the causal effect of X on Y is the expected rate of change of Y with respect to changes in X, wh…
math.ST2021★ 1 cited
A calculus for causal inference with instrumental variables
Wing Hung Wong
Under a general structural equation framework for causal inference, we provide a definition of the causal effect of a variable X on another variable Y, and propose an approach to e…