A calculus for causal inference with instrumental variables

Published 21 Apr 2021 in math.ST, stat.ME, and stat.TH | (2104.10633v2)

Abstract: 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 estimate this causal effect via the use of instrumental variables.

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Wing Hung Wong

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