A calculus for causal inference with instrumental variables
Statistics Theory
2021-04-26 v2 Methodology
Statistics Theory
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.
Cite
@article{arxiv.2104.10633,
title = {A calculus for causal inference with instrumental variables},
author = {Wing Hung Wong},
journal= {arXiv preprint arXiv:2104.10633},
year = {2021}
}
Comments
10 pages