I'm using R and the manuals on the R site are really informative. However, I'd like to see some more examples and implementations with R which can help me develop my knowledge faster. Any suggestions?
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2$\begingroup$ This is really a Stackoverflow question as it has to do with learning the R programming language. With the current wording the question is only associated with statistics by virtue of R's focus on statistical analysis. $\endgroup$ – Sharpie Jul 19 '10 at 20:23
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1$\begingroup$ I wouldn't vote to close it just yet- there could be a good question in there. Perhaps something like "Where can I find useful tutorials that focus on putting statistical concepts into practice using a tool such as R?" or "Where can I find useful tutorials that teach statistics by example using tools such as R?" $\endgroup$ – Sharpie Jul 19 '10 at 20:58
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1$\begingroup$ meta.stats.stackexchange.com/questions/35/… $\endgroup$ – user88 Jul 19 '10 at 22:39
Quick R site is basic, but quite nice for start http://www.statmethods.net/index.html .
R bloggers has been steadily supplying me with a lot of good pragmatic content.
From the author:
R-Bloggers.com is a central hub (e.g: A blog aggregator) of content
collected from bloggers who write about R (in English).
The site will help R bloggers and users to connect and follow
the “R blogosphere”.
Another great resource is the LearnR blog, which went through an extensive study of visualizations with lattice and ggplot2.
R is designed around ideas such as "reproducible research" and "trustworthy software", as John Chambers says in his excellent book "Software for Data Analysis: Programming with R".
One of the best ways to learn R is to look at the wealth of source code that available on CRAN (with 2461 packages and counting). Simple install.packages
, load a library()
, and start browsing the code.
I found this rather helpful: http://cran.r-project.org/doc/contrib/Verzani-SimpleR.pdf