Dr$.$ Bob came up with a new behavioral treatment for obsessive compulsive disorder. He did a hypothesis test to see if his new treatment works. In reality, his treatment does not work, but by chance $($e$.$g$.,$ sampling error$)$ his sample mean was in the critical region, so he concluded that his treatment works. Dr$.$ Bob has made a Type II error.

True

False