On Measurement Bias in Causal Inference

[raulincze]

A paper by Judea Pearl from 2012 addressing the problem of measurement errors in causal inference and how to get bias free estimates from these models. It is a very ad litteram and mathematical take on bias but human / social bias could be seen falling under these "measurement errors".

Link to the paper here: https://arxiv.org/pdf/1203.3504.pdf