Type I: Ho true -- accept Ha / reject Ho -- try to limit this through minimizing the standard errors on your estimates, estimates should be efficient
Type II: Ha true -- reject Ha / accept Ho -- harder to know, estimates should be more consistent
http://en.wikipedia.org/wiki/Type_I_and_type_II_errors
