I'm afraid that this page is merely a pointer to other sources of information.
I recommend looking in the following publications for a description of quaternions :
Doing physics with quaternions.
Search down in this document for a very concise, relatively good
description of both Euler angles and quaternions:
http://www.cis.ohio-state.edu/~parent/book/Full.html