Re: [R] R programming style

From: Earl F. Glynn <>
Date: Mon, 11 Feb 2008 13:29:43 -0600

"David Scott" <> wrote in message
> Can anyone provide further pointers to good style?

While not written for R specifically, the book "Code Complete: A Practical Handbook of Software Construction" (2nd Edition) discusses a number of good concepts for writing good code in any language:

In particular, Part IV "Statements" gives a number of useful suggestions by type of statement, e.g., straight-line code, conditionals, loops, ...

There are some practices used in R that I think should be improved. For example, many years ago I was taught in a software engineering class that the use of "magic numbers" was a bad practice, yet we find magic numbers used in R in many places.

Instead of using "1" or "2" in an "apply", I'll write something like this trying for some sort of mnemonic

apply(x, BY.ROW<-1, sum)
apply(z, BY.COL<-2, mean)

I find BY.ROW or BY.COL to be more mnemonic than the magic numbers 1 and 2.

The "sides" 1, 2, 3, and 4 in an axis statement should have some sort of mnemonic definition, too, perhaps:

axis(BOTTOM<-1, ...)

But I believe I was ostracized in this E-mail list the last time I suggested such mnemonics instead of magic numbers.

Earl F. Glynn
Stowers Institute for Medical Research mailing list PLEASE do read the posting guide and provide commented, minimal, self-contained, reproducible code. Received on Mon 11 Feb 2008 - 19:37:22 GMT

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