I came across a well organized research study, where 37 leaders of search optimization voted on 200+ ranking elements. The website SEOMoz has taken their results and translated them into a concise graphically pleasing lucid interpretation of the data. If you want to quickly inform yourself of the key factors to consider when optimizing your website, you should check out this report.

The Page Strength tool is pretty good too.