A proposal for your project is due on Monday, March 25. The proposal should be at most two pages long. A final report on your project is due on Friday, May 3. The report should be three to five pages in length, excluding any appendices you wish to attach, and must be submitted electronically. Your project may be shared with the class through the class web page.
Geof H. Givens, Jennifer A. Hoeting (2005). Computational Statistics, Wiley-Interscience. |
Norman Matloff (2011). The Art of R Programming: A Tour of Statistical Software Design, No Starch Press. |
John Monahan (2011). Numerical Methods of Statistics, 2nd Edition, Cambridge University Press. |
John Chambers (2008) Software for Data Analysis: Programming with R, Springer-Verlag. |
Dani Gamerman and Hedibert Lopes (2006). Markov Chain Monte Carlo: Stochastic Simulation for Bayesian Inference, 2nd edition, CRC Press. |
James E. Gentle (2002). Elements of Computational Statistics, Springer Verlag. |
James E. Gentle (2003). Random Number Generation and Monte Carlo Methods, 2nd edition, Springer Verlag. |
T. Hastie, R. Tibshirani, J. H. Friedman (2009). The Elements of Statistical Learning, 2nd Edition, Springer Verlag. |
Wolfgang Hörmann, Josef Leydold, and Gerhard Derflinger (2003). Automatic Nonuniform Random Variate Generation, Springer Verlag. |
Kenneth Lange (1999) Numerical Analysis for Statisticians, Springer Verlag. |
Paul Murrell (2011). R Graphics, 2nd Edition, Chapman & Hall/CRC. |
Paul Murrell (2009). Introduction to Data Technologies, Chapman & Hall/CRC. |
Brian D. Ripley (1987). Stochastic Simulation John Wiley & Sons. |
Brian D. Ripley (1996). Pattern Recognition and Neural Networks Cambridge University Press. |
Christian P. Robert, George Casella (2010). Monte Carlo Statistical Methods, 2nd edition, Springer Verlag. |
William N. Venables, Brian D. Ripley (2000). S Programming, Springer Verlag. |
William N. Venables and Brian D. Ripley (2002). Modern Applied Statistics with S, 4th edition, Springer Verlag. |