Too many proprietary parts. Good luck finding a suitable LCD, much less the documentation on the hookup info, and then the parts needed to build the driver circuitry. Then you'll need a keypad, batteries, a charging circuit...etc.
Heck, you can't build your own laptop, and they use more standard components than a PDA would.