There have been a few questions about statistical textbooks, such as the question Free statistical textbooks. However, I am looking for textbooks that are Open Source, for example, having an Creative Commons license. The reason is that in course material in other domains, you still want to include some text about basic statistics. In this case, it would be interesting to reuse existing material, instead of rewriting that material.

Therefore, what Open Source textbooks on statistics (and perhaps machine learning) are available?

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Community wiki! – mbq Jul 25 '10 at 15:02
On the other hand, can a book be open source? It rather applies to code, so probably the better word is "open book". – mbq Jul 25 '10 at 15:08
Yes, any list question like this should be community wiki. – Shane Jul 25 '10 at 15:25
Done. Sorry about not doing it in the first place. – Egon Willighagen Jul 26 '10 at 15:32
Any policy on how to aggregate the four answers into one wiki answer? – Egon Willighagen Jul 26 '10 at 15:32
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9 Answers

The "Statistics" book on wikibooks

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Try IPSUR, Introduction to Probability and Statistics Using R. It's free in the GNU sense of the word.

http://ipsur.r-forge.r-project.org/book/index.php

It's definitely open source - on the download page you can download the LaTeX source or the lyx source used to generate this.

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Some googling found http://collegeopentextbooks.org/statisticsprobbooks.html . Still, be aware that most of CC-ed material is share-aliked (so you must also publish your work on CC) or at least attributed (so you must add info that certain part was copied and from whom). The same works with GFDL (both SA & A), it is even worse since in principle you should print it along with the document.

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Sure, sorry for that. – mbq Jul 26 '10 at 15:48
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Statistical Analysis with the General Linear Model

I covers basic linear models (ANOVA, ANCOVA, multiple regression). I can tell by personal experience that it is really really good book to get into the general framework of linear models, which are very useful in many advanced approaches (e.g., hierarchical modeling)

cheers

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This is Creative Commons but does not allow derivates... :( That way, I cannot use the bits in my own course material, just the bits I need them to know... – Egon Willighagen Jul 28 '10 at 11:00
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R programming wiki book

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Thanks Shane, Done. – Tal Galili Jul 26 '10 at 15:52
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Street-Fighting Mathematics. The Art of Educated Guessing and Opportunistic Problem Solving
by Sanjoy Mahajan from MIT

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Collaborative Statistics is CC BY: http://cnx.org/content/col10522/latest/

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