R stat is gaining popularity and is very powerful. While I already have some knowledge on R, I would like to go down to the basic to understand all the basics/fundamentals which will help me as I use it for my research analysis......
IMO this is the best intro to R for people in the sciences. Lots of code that can be used as is and costs next to nothing.
https://www.amazon.com/Everyone-Advanced-Analytics-Graphics-Addison-Wesley/dp/013454692X/ref=sr_1_1?keywords=R+for+everyone&qid=1561954888&s=books&sr=1-1
Best, D. Booth
HI,
Have you checked out Andy Field's book?
https://www.amazon.co.uk/Discovering-Statistics-Using-Andy-Field/dp/1446200469
I also find the Quick R homepage
https://www.statmethods.net/
and the Quick R book quite helpful
https://www.manning.com/books/r-in-action-second-edition?a_bid=5c2b1e1d&a_aid=RiA2ed
I'm not sure whether you are asking for a stats book that happens to use R or a book about R. I am assuming when you say you want to understand the fundamentals of R you mean actually learn more about R; not just how to use it, but why it is like what it is. I think for this Software for Data Analysis ( https://www.springer.com/gp/book/9780387759357 ) is the choice. This will tell you about the fundamentals of R (which is an implementation of S, so this really about S too) especially the philosophy behind it.
You can look at:
https://www.statmethods.net/
https://www.amazon.co.uk/Discovering-Statistics-Using-Andy-Field/dp/1446200469
I really liked this book:
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data - Wickham & Grolemund.
The introduction to RMarkdown was great!!
Hi Ngawang,
in the youtube channel of Mike Marin you find lots of step-by-step explanations and examples of different statistical analyses in R. From the very beginning to the top: https://www.youtube.com/playlist?list=PLqzoL9-eJTNBDdKgJgJzaQcY6OXmsXAHU
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