PSDs. Making intermediate jpeg files before placing them in a design is just unnecessary clutter for your hard drive.
Not just tricky. Sometimes, impossible
Well, that depends on the purpose for which you're making the PDF file. Is it for print, or for emailing to people, or for people to download from your website ... ?