Given the small size of the effects for each individual student, even a slight
bit of selection bias could dramatically alter the estimated benefits of an individual teacher.
Such rules are also a
bit eerie because they remind me
of short - term trading and might expose one to negative
selection bias (sell your winners, hold your losers) if one does the math wrong.