[Rd] R CMD check tells me 'no visible binding for global variable ', what does it mean?

Duncan Murdoch murdoch at stats.uwo.ca
Mon Apr 12 17:08:12 CEST 2010


On 12/04/2010 10:51 AM, Michael Dewey wrote:
> When I run R CMD check on a package I have recently started work on I 
> get the following:
>
> * checking R code for possible problems ... NOTE
> addlinear: no visible binding for global variable 'x'
>
> I appreciate that this is only a NOTE and so I assume is R's 
> equivalent of 'This is perfectly legal but I wonder whether it is 
> really what you intended' but I would like to understand it.
>
> In the relevant function addlinear the following function is defined locally:
>
>     orfun <- function(x, oddsratio) {1/(1+1/(oddsratio * (x/(1-x))))}
>
> and then used later in curve
>
>        curve(orfun(x, exp(estimate)), from = 0.001, to = 0.999, add = TRUE)
>
> These are the only occurrences of 'x'.
>
> Is it just telling me that I have never assigned a value to x? Or is 
> it more sinister than that? As far as I can tell the function does 
> what I intended.

The curve() function evaluates the first argument in a strange way, and 
this confuses the code checking.  (The variable name "x" is special to 
curve().)

I think you can avoid the warning by rewriting that call to curve() as

curve(function(x) orfun(x, exp(estimate)), from = 0.001, to = 0.999, add = TRUE)

Duncan Murdoch



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