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online course material 2013 archive

Hello all. Resources will be added here over the course of the term.

Install R and Rstudio.

Adam Johansen's statistics notes

Julian Faraway: Practical Regression and Anova in R pdf

Roberts & Rosenthal General state space Markov chains and MCMC algorithms pdf

An example of a neural network

Lab 1

Lab 2 Resources Hard-EM.R

Lab 3Resources Lab3.R

Lab 4

Lab 5

Lab 6

Lab 7 week7.R Molecular Biology (Promoter Gene Sequences) Data Set

Lab 8 SVMs Clustering

Lab 9 lab9svm.r lab9ann.r


Data files: