In Praise of Statistical Theory
Persi Diaconis
Stanford University
     Statistical theory is quite out of fashion.  It has been replaced
by an algorithmic, anything goes, "who needs theory when we have a
computer?" attitude. I will review the strengths and weaknesses of
this "new statistics" and point up places where new theory is badly
This is a report of joint work with Erich Lehmann.