Statistics::NiceR - interface to the R programming language
version 0.03
use Statistics::NiceR;
my $r = Statistics::NiceR->new();
say $r->pnorm( [ 0 .. 3 ] )
# [0.5 0.84134475 0.97724987 0.9986501]This module provides an interface to the R programming language for statistics by embedding the R interpreter using its C API. This allows direct access to R's functions and allows sending and receiving data efficiently.
In order to give the module a hassle-free interface, there is a mechanism to convert Perl types[^1] to R types[^2] and vice-versa for the values sent to and from the R interpreter.
Currently, the conversion is handled by the modules under the Statistics::NiceR::DataConvert namespace. It is currently undocumented how to extend this to more types or how to change the default behaviour, but this will be addressed in future versions.
[^1]: Such as strings, numbers, and arrays.
[^2]: Such as integers, numerics, data frames, and matrices.
new()Creates a new instance of a wrapper around the R interpreter.
Example
use Statistics::NiceR;
my $r = Statistics::NiceR->new();eval_parse( Str $r_code )A convenience function that allows for evaluating arbitrary R code.
The return value is the last line of the code in $r_code.
Example:
use Statistics::NiceR;
my $r = Statistics::NiceR->new();
my $dataframe = $r->eval_parse( q< iris[1:20,1:4] > );R functions can be called by using the name of the function as a method call. For example, to call the pnorm function (PDF of the normal distribution), which has the R function signature
pnorm(q, mean = 0, sd = 1, lower.tail = TRUE, log.p = FALSE)one could run
use Statistics::NiceR;
my $r = Statistics::NiceR->new();
say $r->pnorm( 0 ) # N( μ = 0, σ² = 1) at x = 0
# 0.5
say $r->pnorm( 5, 1, 2 ) # N( μ = 1, σ² = 2) at x = 5
# 0.977249868051821Since R can have identifiers that contain a period (".") in their name and Perl can not, Statistics::NiceR maps
a single underscore in the Perl function name ("_") to a period in the R function name (".")
two consecutive underscores in the Perl function name ("__") to a single underscore in the R function name ("_").
So in order to call R's as.Date function, one could run:
use Statistics::NiceR;
my $r = Statistics::NiceR->new();
say $r->as_Date( "02/27/92", "%m/%d/%y" ); # one underscore
# [1] "1992-02-27"or to call R's l10n_info function, one could run:
use Statistics::NiceR;
my $r = Statistics::NiceR->new();
say $r->l10n__info(); # two underscores
# $MBCS
# [1] TRUE
#
# $`UTF-8`
# [1] TRUE
#
# $`Latin-1`
# [1] FALSEOn a system with a package manager, it would be best to install the R base package using the package manager.
For Windows, both the R base and Rtools are necessary.
Browse and download additional R packages: The Comprehensive R Archive Network
For developers:
Zakariyya Mughal <[email protected]>
This software is copyright (c) 2014 by Zakariyya Mughal.
This is free software; you can redistribute it and/or modify it under the same terms as the Perl 5 programming language system itself.