The key components of Web Analytics as defined by Avinash Kaushik of Web 2.0 are:
Clickstream- The What
Multiple Outcome Analysis- The How Much
Experimentation & Testing- The Why
Voice of Customer- The Why
Competitive Intelligence- The What Else
Insights- The Gold!
Web Analytics 2.0