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It's rare for CL postgrad students to start with a really good understanding of statistics. Here's some places to get help.

Q&A sites

Cross Validated is a wiki-like Q&A site for statistics. Look over their Books tag for a lot of people asking for introductory reading.

Useful Tutorials

John Goldsmith wrote a nice introductory tutorial titled Probability for Linguists

Kevin Knight wrote a very gentle introduction to Bayesian methods for NLP

Getting started with R

The attachments to this page (Rnotes.txt, script.Rnw and data.csv) contain notes on getting started with R and combining R with LaTeX, from the CLT seminar 31 Oct 2011.