Cosma Rohilla Shalizi

What a great statistician! And especially for the Notebooks.

Check out
http://www.cscs.umich.edu/~crshalizi/
http://www.cscs.umich.edu/~crshalizi/notebooks/

The Epic Story of Maximum Likelihood

The Epic Story of Maximum Likelihood
Stephen M. Stigler
Source: Statist. Sci. Volume 22, Number 4 (2007), 598-620.

Institute of Mathematical Statistics Lecture Notes - Monograph Series

IMS Lecture Notes on Stats.
http://projecteuclid.org/DPubS?service=UI&version=1.0&verb=Display&page=past&handle=euclid.lnms

A LaTeX link from MIT

http://web.mit.edu/rsi/www/pdfs/

Matrix Decomposition

Matrix Decomposition by Ming Yang at Northwestern U.

The analysis of contingency tables under inequality constraints

Journal of Statistical Planning and InferenceVolume 107, Issues 1-2, 1 September 2002, Pages 45-73

Alan Agresti, , and Brent A. Coull

Inconsistency of the bootstrap when a parameter is on the boundary of the parameter space

Andrew, 2000, Econometrica

cowles.econ.yale.edu/~dwka/pub/p0994.pdf