Economics
Fixed Effects
Quick fact
Fixed effects can be implemented simply by subtracting each entity's average over time from every observation—a technique called 'within transformation' or 'demeaning'.
Why this is interesting
Imagine comparing two schools: one with high test scores, one with low. Are the differences due to teaching quality, or just the kinds of students who enroll? Fixed effects cut through that confusion.