What Exactly Are We Estimating When We Talk About ‘Causal Effects’?When we ask the question “What is the causal effect of X on Y”, it might sound simple. But in reality, this question is quite broad and…Apr 23Apr 23
Demistifying the Exogeneity Assumption in Linear RegressionFor most people in the data industry, Linear Regression is the first model they learn for data modelling. The focus then usually falls into…Mar 31Mar 31
Understanding the relationship between Correlation and CausationA lack of causal knowledge limits data modeling skillsOct 1, 2024Oct 1, 2024
