NAME
Text::NSP::Measures::2D::odds  Perl module to compute the Odds ratio for bigrams.
SYNOPSIS
Basic Usage
use Text::NSP::Measures::2D::odds;
my $odds = Text::NSP::Measures::2D::odds>new();
my $npp = 60; my $n1p = 20; my $np1 = 20; my $n11 = 10;
$odds_value = $odds>calculateStatistic( n11=>$n11,
n1p=>$n1p,
np1=>$np1,
npp=>$npp);
if( ($errorCode = $odds>getErrorCode()))
{
print STDERR $erroCode."  ".$odds>getErrorMessage();
}
else
{
print $odds>getStatisticName."value for bigram is ".$odds_value;
}
DESCRIPTION
Assume that the frequency count data associated with a bigram <word1><word2> is stored in a 2x2 contingency table:
word2 ~word2
word1 n11 n12  n1p
~word1 n21 n22  n2p

np1 np2 npp
where n11 is the number of times <word1><word2> occur together, and n12 is the number of times <word1> occurs with some word other than word2, and n1p is the number of times in total that word1 occurs as the first word in a bigram.
The odds ratio computes the ratio of the number of times that the words in a bigram occur together (or not at all) to the number of times the words occur individually. It is the cross product of the diagonal and the offdiagonal.
Thus, ODDS RATIO = n11*n22/n21*n12
if n21 and/or n12 is 0, then each zero value is "smoothed" to one to avoid a zero in the denominator.
 calculateStatistic()  method to calculate the odds ratio value!

INPUT PARAMS : $count_values .. Reference of an hash containing the count values computed by the count.pl program.
RETURN VALUES : $odds .. Odds ratio for this bigram.
 getStatisticName()  Returns the name of this statistic

INPUT PARAMS : none
RETURN VALUES : $name .. Name of the measure.
AUTHOR
Ted Pedersen, University of Minnesota Duluth <tpederse@d.umn.edu>
Satanjeev Banerjee, Carnegie Mellon University <satanjeev@cmu.edu>
Amruta Purandare, University of Pittsburgh <amruta@cs.pitt.edu>
Bridget ThomsonMcInnes, University of Minnesota Twin Cities <bthompson@d.umn.edu>
Saiyam Kohli, University of Minnesota Duluth <kohli003@d.umn.edu>
HISTORY
Last updated: $Id: odds.pm,v 1.16 2006/06/17 18:03:19 saiyam_kohli Exp $
BUGS
SEE ALSO
@inproceedings{ blaheta01unsupervised,
author = {D. BLAHETA and M. JOHNSON},
title = {Unsupervised learning of multiword verbs},
booktitle = {}Proceedings of the 39th Annual Meeting of the ACL},
year = {2001},
pages = {5460},
url = L<http://www.cog.brown.edu/~mj/papers/2001/dpbcolloc01.pdf> }
http://groups.yahoo.com/group/ngram/
http://www.d.umn.edu/~tpederse/nsp.html
COPYRIGHT
Copyright (C) 20002006, Ted Pedersen, Satanjeev Banerjee, Amruta Purandare, Bridget ThomsonMcInnes and Saiyam Kohli
This program is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 2 of the License, or (at your option) any later version.
This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.
You should have received a copy of the GNU General Public License along with this program; if not, write to
The Free Software Foundation, Inc.,
59 Temple Place  Suite 330,
Boston, MA 021111307, USA.
Note: a copy of the GNU General Public License is available on the web at http://www.gnu.org/licenses/gpl.txt and is included in this distribution as GPL.txt.