Final Project

The "Hot Hand"

(1) Example 5.2.6 (page 228 in CR)
(2) Kass, R.E. and Raftery, A.E. (1995) Bayes factor and model uncertainty. Journal of the American Statistical Association, 90, 773-795.

Intrinsic priors

(1) Berger, J.O. and Pericchi, L.R. (1996) The Intrinsic Bayes Factor for Model Selection and Prediction. Journal of the American Statistical Association, 91, 109-122.
(2) Berger, J.O. and Pericchi, L.R. (1998) Accurate and Stable Bayesian Model Selection: the Median Intrinsic Bayes Factor. Sankhya B 60, 1-18.

Unification of three approaches for hypothesis testing

(1) Berger, J.O. Could Fisher, Jeffreys, and Neyman Have agreed on Testing? (Fisher lecture at JSM 2001).
(2) Berger, J.O., Brown, L. and Wolpert, R. (1994) A unified conditional frequentist and Bayesian test for fixed and sequential hypothesis testing. Annals of Statistics, 22, 1787-1807.

Multiple testing and microarray analysis

Dudoit, S., Shaffer, J.P. and Boldrick J. (2003). Multiple hypothesis testing in microarray experiments. Statistical Science, 18, 71-103.

Bayesian multiple testing

Scott, J.G. and Berger, J.O. (2003) An exploration of Bayesian multiple testing.

Literary vocabulary

Thisted, R. and Efron, B. (1987) Did Shakespear write a newly-discovered poem? Biometrika, 74, 445-455.

Boosting

Freund, Y. and Schapire, R. E. (1996) Game Theory, On-line Prediction and Boosting