When starting in epidemiology I had only high school math skills. Nevertheless, I could usually find major associations by simple tables and plots. Then I learned about multiple regression analysis and used it in numerous research papers. Nevertheless I soon discovered that
The results are often somewhere between meaningless and quite damaging.