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remedial stats education

Everybody, thanks for your suggestions.  I am planning to order at least these
two:

  Peter Dalgaard _Introductory Statistics with R_
  Andrew Gelman _Bayesian Data Analysis_

Also, while stumbling around amazon.com, I found this book:

  Statistical Reasoning in Psychology and Education, 4th edition
  by Edward W. Minium, Bruce M. King  ISBN: 0471211877

This book looks perfect for me -- I can do math, learn R, etc, but WHY?  Why
use one method and not another?  Why structure a problem one way and not
another?  These are the questions which really stump me.

So, has anybody read this book?  Is there a similar book which is even better?