WAV. It is lossless.
MP3 is smaller file, but some loss of quality which is almost impossible to detect by the human ear.
WMA is a Microsoft-owned file type. It produces even smaller files, and takes out a fair bit of quality (again, hardly noticeable to the human ear).
A quick search on Google (found if you click here) can find many websites which explain further than this basic information I have provided.