Data Science, Statistics, Analytics, Experiment, Causality.
the chance of mortality in the womb. While X does reduce mortality by reducing Y, it also leads to healthier fetuses and reduces mortality in other ways. We can only observe cardiac malformation conditional on the baby being born. What is the total effect of X on Y? Regression on its own cannot