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bayesError.pl
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Mon, Nov 25, 11:48

bayesError.pl

#!/usr/bin/perl
# Compute the sum of the relative errors of all or part of the parameters
# in function of the number of samples
#
# Syntax : bayesError.pl [-r <i-j>]
#
#
use Getopt::Std;
getopt('r');
@cols=split('-', $opt_r) if( $opt_r );
open(IN, "bayes.dat");
open(OUT,">bayesError.dat");
$samp=0;
LINE: while(<IN>)
{
next LINE if( /^#/ );
print "Process sample $samp\r";
@fld=split(' ');
@cols = (3,$#fld+1) if( ! @cols );
$samp++;
$sum=0.;
# for all the parameters on this line
for( $i = $cols[0]-1; $i < $cols[1]; $i++ )
{
$avg[$i]+=$fld[$i];
$err[$i]+=$fld[$i]*$fld[$i];
# mean and stddev for the $i parameter
$mean=$avg[$i]/$samp;
$var=$err[$i]/$samp - $mean*$mean;
#$stddev=sqrt($var);
#printf OUT "%f ",$stddev/$mean;
$sum+=$var/$mean/$mean;
}
printf OUT "%f\n",sqrt($sum);
}

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