PDAs have many many more drawbacks than has been mentioned here so far.
Stupid memory architecture and stupid power management ensure the battery is flat nearly every time you want to use it - unless it lives in a charger.
The support mechanism is dreadful too; it is entirely up to the hardware vendor to provide support. M$ don't support their O/S directly via updates - same with tablet PCs incidentally which is another can of worms.