Confounding Variable Management: Utilizing Instrumental Variables for Unbiased Causal Effect Estimation
Introduction In real-world data, correlation is common, but causation is difficult. When you try to estimate the effect of an action or exposure on an outcome, hidden factors often distort the result. These hidden or uncontrolled factors are known as…



