In Psycho IV, the time is five years after III, and Norman is out of the hospital. He's a married man, and he's finally learned how to love somebody and have natural sex without killing his lover. ↗
Psycho 11 and III say, in effect, there's no way to survive with a psychological problem. If you've got it, the law can keep you locked up because there's no chance for cure. ↗