I figured out the problem. You have to use the control key while selecting the rest. Then the H key hides it. Thanks for you help!
I was able to get the default measure rests to not show using the Staff Attributes dialog box. Thanks! However, I was unable to get other rests to hide. I can select them, but when I press the "H"...