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Choice of text for intermediate level R programming course
2 messages · William M. Grove, Harris Butler
I recommend The Art of R Programming: A Tour of Statistical Software Design, by Norman Matloff, No Starch Press. It is only 40 bucks so your students will appreciate that. As far as content goes, it covers just about everything, you can view a sample chapter, detailed ToC, and index at the website: http://nostarch.com/artofr.htm. The only drawback to using it as a textbook is that it doesn't contain any excercises, so you would have to create your own. I think that the no exercises drawback is an acceptable price to pay considering the quality of the book. Here's some anecdotal evidence for you: I used R for my M.S. thesis and at first I spent my time searching on the internet for how to do things in R. When I found this book, I took some time off from my thesis work and chugged through the book full time- I think it would take a full semester in a 3 hour course. After getting through the book I found that I wasn't worrying about R anymore and I could concentrate on the intellectual part of my work. I won't say that content of my thesis was that great but the code worked and I managed to finish on time. -- Cheers, Harris Butler
On Fri, Feb 1, 2013 at 5:43 PM, William Grove <grove001 at umn.edu> wrote:
The Subject line mostly says it. I'm designing it as a semester-long, 3
hours per week, course
that takes in students who got the basics of R in stats classes, but don't
really know how to
program in it. Translation: if their own examples don't look enough like
examples from
previous work, they're stumped.
Does anybody have a text for an intermediate R course (but not too
highbrow, no "total guide
to object oriented programming, and class s3 vs. s4 objects), they would
recommend. I
read 24 books some ielementary some advance not many intermediate, and I
have two I
like but for quite difference reasons. I won't name them so as not to
prejudice anybody.
It needs to be English language and I greatly prefer a good index like
\LaTeX\ produces
by the makeindex() prograrm.
Regards,
William Grove
--
William M. Grove, Ph.D.
Psychology Department
University of Minnesota
My public encryption key.is:
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