No, it does always shrink. It's counter-intuitive, but that's what the formula gives. What you're pointing out is that some situations aren't really that well m

No, it does always shrink. It's counter-intuitive, but that's what the formula gives. What you're pointing out is that some situations aren't really that well modeled by a Gaussian and you probably want something with a thicker tail.