Explore the decades-long intellectual rivalry shaping how we understand causality in data science. This analysis examines the fundamental tension between two giants of causal methodology: ...

Collider bias occurs when we condition on (or select based on) a variable that is influenced by both the exposure and outcome of interest. This ...