Towards a holistic understanding of Selection Bias for Causal Effect Identification

Yiwen Qiu, Filip Kovačević, Shimeng Huang +2

Selection bias is pervasive in observational studies. For example, large scale biobanks data can exhibit ``healthy volunteer bias'' when respondents are healthier and of higher soc…