[R] calculating the mode in R...
Rainer M Krug
r.m.krug at gmail.com
Wed Mar 30 11:20:07 CEST 2011
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On 30/03/11 10:59, Tal Galili wrote:
> Hello Rainer and Fernando,
>
> Actually, I think this function should involve the which.max (not max):
Right - was not awarw of which.max - I would have used which(max(...)) -
which.max is much more elegant.
Thanks,
Rainer
>
> Here is a tiny function to perform this (with smarter handeling of
> multiple modes and giving proper warning in such cases)
> The.mode <- function(x, show_all_modes = F)
It is advisable to use FaALSE instead of F, especially in a function:
you can assign values to F and T, but you can not assign values to FALSE
and TRUE
Cheers,
Rainer
> {
> x_freq <- table(x)
> mode_location <- which.max(x_freq)
> The_mode <- names(x_freq)[mode_location]
> Number_of_modes <- length(mode_location)
> #
> if(show_all_modes) {
> if(Number_of_modes >1) {
> warning(paste("Multiple modes exist - returning
> all",Number_of_modes,"of them"))}
> return(The_mode)
> } else {
> if(Number_of_modes >1) {
> warning(paste("Multiple modes exist - returning only the first one
> out of", Number_of_modes))}
> return(The_mode[1])
> }
> }
>
>
> Cheers,
> Tal
>
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>
> On Wed, Mar 30, 2011 at 11:26 AM, Rainer M Krug <r.m.krug at gmail.com
> <mailto:r.m.krug at gmail.com>> wrote:
>
> On 30/03/11 02:47, Fernando Marmolejo Ramos wrote:
>> Dear R users
>
>> I?m aware that the package ?modest? is useful to find the mode in
> an array.
>
>> However, I?d like to know if someone has translated the ?mode?
> function built-in
>> in MATLAB into R language. This function finds the most frequent
> value in an
>> array (http://www.mathworks.com/help/techdoc/ref/mode.html).
>
> This sounds like a combination of the table() which tabulates your data,
> and the max() function to identify the max - but then you have to
> specify what to do when two values have the same count.
>
> Rainer
>
>
>> Best
>
>> Fer
>
>> ______________________________________________
>> R-help at r-project.org <mailto:R-help at r-project.org> mailing list
>> https://stat.ethz.ch/mailman/listinfo/r-help
>> PLEASE do read the posting guide
> http://www.R-project.org/posting-guide.html
> <http://www.r-project.org/posting-guide.html>
>> and provide commented, minimal, self-contained, reproducible code.
>
>
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- --
Rainer M. Krug, PhD (Conservation Ecology, SUN), MSc (Conservation
Biology, UCT), Dipl. Phys. (Germany)
Centre of Excellence for Invasion Biology
Natural Sciences Building
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Skype: RMkrug
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