CSI 991

Seminar in Computational Statistics:

Pattern Classification

Spring, 2007

Fridays 3:00pm -- 5:00pm, Research Building I, Room 301

CSI 991 Section 006

Contacts:
csutton@gmu.edu
jgentle@gmu.edu

Some links on this page are available only to members of the seminar group.

Members Enter

The seminar will be conducted in the form of a workshop. Participants are encouraged to put R on their own laptops, and to bring them to the seminars.

The required text is Pattern Classification, Second Edition, by Duda, Hart, and Stork (2001).

Some R code to explore LDA, as in Section 2.6
Some R code to explore LDA, as in Section 3.8
Some R code to explore PCA, as in Section 3.8
Some R code for Bayesian estimation for Gaussians, as in Chapter 3