  During the coming decade, high energy physics experiments at the Fermilab
Tevatron and around the globe will use very sophisticated equipment to record
unprecedented amounts of data in the hope of making major discoveries that may
unravel some of Nature's deepest mysteries. The discovery of the Higgs boson
and signals of new physics may be around the corner. The use of advanced
analysis techniques will be crucial in achieving these goals. I will discuss
some of the novel methods of analysis that could prove to be particularly
valuable for finding evidence of any new physics, for improving precision
measurements and for exploring parameter spaces of theoretical models.
