If the Moneyball Effect is real, you should find that the coefficient for walks is negative up to 2003, then rises to zero after 2004.A fun side-effect is that you can include all kinds of variables, not just walks ??? batting average, home runs, and so forth ??? to see which skills are more or less valued through the years.