Additional Resources:
These are generally organized, within categories, by the order in which I think you might want to pursue them, with the easiest first!
Overview of Bayesian statistics:
Stangl, Dalene, An Introduction to Bayesian Methods for Teachers in Secondary Education. 1999. http://www.isds.duke.edu/~dalene/talks/ncssm/sld001.htm
Yudkowsky, E. An Intuitive Explanation of Bayesian Reasoning. http://yudkowsky.net/bayes/bayes.html
Lee, P. M. Bayesian Statistics, an Introduction.
1989. Edward Arnold. Distributed in US by
Berger, J. O. “Bayesian Analysis: A Look at Today and Thoughts of Tomorrow.” p. 275-290 Statistics in the 21st Century, 2002. Chapman and Hall.
Gelman, A., Carlin, J.b., Stern, H. S., and Rubin, D. B. Bayesian Data Analysis, Second Edition. 2003. Chapman and Hall.
Use a Bayesian application yourself!
Bayesian Spam Filtering. http://email.about.com/cs/bayesianfilters/a/bayesian_filter.htm
Elementary Statistics with Bayesian methods:
Albert, J, Rossman, A. Workshop Statistics: Discovery with
Data. A Bayesian Approach. 2001
Berry, Donald. Statistics, A Bayesian Perspective, 1996
Comparison of Bayesian and Frequentist methods:
Efron, Bradley, Interview. http://www.mhhe.com/business/opsci/bstat/efron.mhtml
Efron, Bradley, Bayesian, Frequentists, and Physicists. http://www-stat.stanford.edu/~brad/papers/physics.pdf
Barnett, Vic. Comparative Statistical Inference. 1999 Wiley.
Teaching Elementary Statistics: (NOT organized by easiest first. All are at about the same level.)
Consortium for the Advancement of Undergraduate Statistics Education: http://www.causeweb.org/ (many resources)
Textbooks for Elementary Statistics:
Moore, David, Basic Practice of Statistics,
3rd ed. 2003, WH Freeman
Freedman, Pisani, and Purves, Statistics, 3rd ed. 1997. W.W. Norton.
Utts, J. and Heckard, T Mind on Statistics, 2nd ed. 2003. Duxbury.
DeVeaux, R. and Velleman, P. Intro Stats 2003. Addison-Wesley.
Rossman, A. and Chance, B. Workshop Statistics: Discovery with Data,
2nd ed. 2001