if you go into the Library Mode, you will find that -HDR files are 16-bit floating point tiffs, effectively. Not sure what the Pano files are (16-bit floats, I think).
Compression just equivalises perceptually similar contiguous parts of the picture. Since an HDR will have greater variation than a regular or pano photo, compression will have an easier time on the latter.