http://lesswrong.com/lw/8lr/logodds_or_logits/ would be helpful for you, I think, since an explanation/introduction was the stated goal.
http://lesswrong.com/lw/8lr/logodds_or_logits/ would be helpful for you, I think, since an explanation/introduction was the stated goal.