CS395T/CAM383M Computational Statistics  

Go Back   CS395T/CAM383M Computational Statistics > CS395T/CAM383M (Spring 2011) Course Administration > Basic Course Information

Reply
 
Thread Tools Display Modes
  #1  
Old 01-03-2009, 10:13 AM
wpress wpress is offline
Professor
 
Join Date: Jan 2009
Posts: 222
Default Recommended Books

There is no required text. However, many lectures will utilize methods in Numerical Recipes, Third Edition. Enrolled students will be provided with a free electronic subscription to this book, as well as access to its source code.

Some other relevant books, roughly in priority order, are:

Bishop, Pattern Recognition and Machine Learning
Closest book that I know of to the spirit of this course, although the order of presentation is quite different.

Hastie, Tibshirani, and Friedman, The Elements of Statistical Learning
Probably the best-selling book in machine learning.

Gelman et al., Bayesian Data Analysis

Ewens and Grant, Statistical Methods in Bioinformatics

Givens and Hoeting, Computational Statistics

Wasserman, All of Statistics
This is a good book for learning the "jargon" of the statistics literature.
Reply With Quote
  #2  
Old 01-26-2009, 02:25 PM
wpress wpress is offline
Professor
 
Join Date: Jan 2009
Posts: 222
Default Another good Bayes book

A good book on both the fundamentals of Bayesian thinking and applications is

Sivia and Skilling, Data Analysis: A Bayesian Tutorial
http://www.amazon.com/Data-Analysis-...dp/0198568320/

I actually haven't yet seen this new edition, but I expect it is at least as good as the earlier edition that I own,
http://www.amazon.com/Data-Analysis-.../dp/0198518897
Reply With Quote
  #3  
Old 02-10-2009, 08:39 PM
owlgorithm owlgorithm is offline
Member
 
Join Date: Feb 2009
Posts: 4
Default Free Biology Primer

"The Structures of Life" is a very good introduction to biological molecules for those who are interested. It's free and available from the NIH website:

http://publications.nigms.nih.gov/structlife/

It has really good illustrations---and really, who doesn't like pretty pictures?
Reply With Quote
Reply

Thread Tools
Display Modes

Posting Rules
You may not post new threads
You may not post replies
You may not post attachments
You may not edit your posts

BB code is On
Smilies are On
[IMG] code is On
HTML code is Off

Forum Jump


All times are GMT -6. The time now is 10:55 PM.


Powered by vBulletin® Version 3.8.6
Copyright ©2000 - 2018, Jelsoft Enterprises Ltd.