I’ll definitely check out the resources you mentioned.  Thanks a lot .

Le ven. 13 févr. 2026 à 20:12, Ivan Krylov <[email protected]> a écrit :

> Dear Saad Lamjadli,
>
> В Thu, 12 Feb 2026 13:01:26 +0100
> SAAD LAMJADLI <[email protected]> пишет:
>
> > I have analyzed and rewritten dozens of base R functions, and this
> > process has been very instructive. However, I still find it difficult
> > to write more complex and robust functions on my own.
> >
> > I would be very grateful for any advice you might have — whether in
> > the form of recommended books, learning strategies, advanced
> > resources, or suggestions for progressing toward more advanced
> > functional programming skills in R.
>
> If you're solely focused on functional programming, try Structure and
> Implementation of Computer Programs [1] or How to Design Programs [2],
> but be ready to learn some theory and an unfamiliar language (Scheme).
> For purely functional programming, you can try learning OCaml or
> Haskell, but it's not a task for the faint of heart. Once you're done,
> you'll be saying things like "a monad is just a monoid in the category
> of endofunctors" and not understanding why people are giving you
> strange looks in return.
>
> If you'd like to make your programs more complex and robust, you need
> to study software architecture. The Architecture of Open Source
> Applications [3] is a free resource on the topic. Clean Architecture by
> Robert C. Martin is a more fundamental book, very much worth obtaining.
>
> As for learning software development in R... R is an environment where
> you can interact with data; it only moonlights as a programming
> language when you develop packages in it. To this end you can read
> Extending R by John M. Chambers, Writing R Extensions
> (RShowDoc("R-exts")) and many other free resources on the Web.
>
> Finally, Functional Programming by Thomas Mailund predates the native R
> pipe (|>) and the currently experimental tail call support (Tailcall(),
> Exec()), so it's probably worth spending some time to learn the new
> tools as well.
>
> --
> Best regards,
> Ivan
>
> [1]
>
> https://mitp-content-server.mit.edu/books/content/sectbyfn/books_pres_0/6515/sicp.zip/index.html
>
> [2]
> https://htdp.org/2025-12-27/Book/index.html
>
> [3]
> https://aosabook.org/en/
>
>

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