References

A whole statistical library in a website

http://lib.stat.cmu.edu/

Semi-numerical Algorithms

Luc Devroye, Non-Uniform Random Number Generation, Springer Verlag.
A very useful home page is Luc's with links to places where you can download random number generator packgages etc... http://jeff.cs.mcgill.ca/~luc/
Web pages with good links to papers on random number generation, and encryption packages:
http://www.cs.berkeley.edu/~daw/netscape-randomness.html

R/Splus

R and Splus are practically the same languages. R is faster and free, but if you already have access to a machine running Splus, you may not need R.

Chambers and Hastie T., Statistical Models with S, Wadsworth and Brooks.
Ripley B. and Venables W., Modern Applied Statistics with Splus, Springer and Verlag. http://www.stats.ox.ac.uk/~ripley/MASS/
Spector Ph.,An Introduction to S and Splus, Duxbury Press, California.

Here is some online documentation sites:
http://www.cs.dal.ca/splus/contents.html http://yates.coph.usf.edu/~yiliang/sys/splus.html

The very long postscript files that were written before the Springer book of Venables and Ripleys are available at : http://www.math.montana.edu/stat/tutorials/Splus.html

A short handout that explains clearly how to start using Splus: http://www.ms.washington.edu/help/software/splus.html

Matlab Based Books

Kelley, C.T.,Iterative Methods for Linear and non-linear equations, SIAM.
With the matlab available through netlib:

Charles Van Loan,Introduction to Scientific Computing, Prentice and Hall.
The matlab is available at the local site by ftp to ftp.cs.cornell.edu in the directory pub/cv.

Sites with Matlab tutorials:

• The matlab primer, a very good document to begin with: http://www.fi.uib.no/Fysisk/Teori/KURS/WRK/mat/singlemat.html
• http://www4.ncsu.edu/unity/users/p/pfackler/www/MPRIMER.htm

• One with statistical examples: http://www.math.utk.edu/~gross/matlabfiles/quant.lifesci.matlab.html

Bootstrap signal processing toolbox for MATLAB: http://www.atri.curtin.edu.au/csp/downloads/bootstrap_toolbox.html

General statistical Ecology matlab functions: http://www.biol.ttu.edu/Faculty/FacPages/Strauss/Matlab/matlab.htm

Algorithmic Classics:

Don Knuth,The Art of Computer Programming, Addison Wesley (3 volumes+beta 4th).
(errata and interesting new exercices: http://www-cs-staff.stanford.edu/~uno/taocp.html )