View on
MetaCPAN
search.cpan.org is shutting down
For details read Perl NOC. After June 25th this page will redirect to MetaCPAN.org
Shlomi Fish > Statistics-Descriptive > Statistics::Descriptive::Smoother::Exponential

Download:
Statistics-Descriptive-3.0613.tar.gz

Dependencies

Annotate this POD

Website

View/Report Bugs
Module Version: 3.0613   Source  

NAME ^

Statistics::Descriptive::Smoother::Exponential - Implement exponential smoothing

VERSION ^

version 3.0613

SYNOPSIS ^

  use Statistics::Descriptive::Smoother;
  my $smoother = Statistics::Descriptive::Smoother->instantiate({
           method   => 'exponential',
           coeff    => 0.5,
           data     => [1, 2, 3, 4, 5],
           samples  => [110, 120, 130, 140, 150],
    });
  my @smoothed_data = $smoother->get_smoothed_data();

DESCRIPTION ^

This module implement the exponential smoothing algorithm to smooth the trend of a series of statistical data.

This algorithm works well for unsmoothed data build with big number of samples. If this is not the case you might consider using the Weighted Exponential one.

The algorithm implements the following formula:

S(0) = X(0)

S(t) = C*S(t-1) + (1-C)*X(t)

where:

VERSION ^

version 3.0613

METHODS ^

$stats->get_smoothed_data();

Returns a copy of the smoothed data array.

AUTHOR ^

Fabio Ponciroli

COPYRIGHT ^

Copyright(c) 2012 by Fabio Ponciroli.

LICENSE ^

This file is licensed under the MIT/X11 License: http://www.opensource.org/licenses/mit-license.php.

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

AUTHOR ^

Shlomi Fish <shlomif@cpan.org>

COPYRIGHT AND LICENSE ^

This software is copyright (c) 1997 by Jason Kastner, Andrea Spinelli, Colin Kuskie, and others.

This is free software; you can redistribute it and/or modify it under the same terms as the Perl 5 programming language system itself.

BUGS ^

Please report any bugs or feature requests on the bugtracker website https://github.com/shlomif/perl-Statistics-Descriptive/issues

When submitting a bug or request, please include a test-file or a patch to an existing test-file that illustrates the bug or desired feature.

SUPPORT ^

Perldoc

You can find documentation for this module with the perldoc command.

  perldoc Statistics::Descriptive::Smoother::Exponential

Websites

The following websites have more information about this module, and may be of help to you. As always, in addition to those websites please use your favorite search engine to discover more resources.

Bugs / Feature Requests

Please report any bugs or feature requests by email to bug-statistics-descriptive at rt.cpan.org, or through the web interface at https://rt.cpan.org/Public/Bug/Report.html?Queue=Statistics-Descriptive. You will be automatically notified of any progress on the request by the system.

Source Code

The code is open to the world, and available for you to hack on. Please feel free to browse it and play with it, or whatever. If you want to contribute patches, please send me a diff or prod me to pull from your repository :)

https://github.com/shlomif/perl-Statistics-Descriptive

  git clone git://github.com/shlomif/perl-Statistics-Descriptive.git
syntax highlighting: