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# BioPerl module for Bio::Tools::Phylo::PAML::ModelResult |
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# |
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# Please direct questions and support issues to |
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# |
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# Cared for by Jason Stajich |
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# |
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# Copyright Jason Stajich |
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# |
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# You may distribute this module under the same terms as perl itself |
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# POD documentation - main docs before the code |
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=head1 NAME |
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Bio::Tools::Phylo::PAML::ModelResult - A container for NSSite Model Result from PAML |
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=head1 SYNOPSIS |
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# get a ModelResult from a PAML::Result object |
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use Bio::Tools::Phylo::PAML; |
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my $paml = Bio::Tools::Phylo::PAML->new(-file => 'mlc'); |
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my $result = $paml->next_result; |
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foreach my $model ( $result->get_NSSite_results ) { |
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print $model->model_num, " ", $model->model_description, "\n"; |
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print $model->kappa, "\n"; |
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print $model->run_time, "\n"; |
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# if you are using PAML < 3.15 then only one place for POS sites |
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for my $sites ( $model->get_pos_selected_sites ) { |
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print join("\t",@$sites),"\n"; |
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} |
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# otherwise query NEB and BEB slots |
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for my $sites ( $model->get_NEB_pos_selected_sites ) { |
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print join("\t",@$sites),"\n"; |
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} |
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for my $sites ( $model->get_BEB_pos_selected_sites ) { |
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print join("\t",@$sites),"\n"; |
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} |
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} |
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=head1 DESCRIPTION |
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Describe the object here |
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=head1 FEEDBACK |
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=head2 Mailing Lists |
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User feedback is an integral part of the evolution of this and other |
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Bioperl modules. Send your comments and suggestions preferably to |
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the Bioperl mailing list. Your participation is much appreciated. |
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bioperl-l@bioperl.org - General discussion |
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http://bioperl.org/wiki/Mailing_lists - About the mailing lists |
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=head2 Support |
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Please direct usage questions or support issues to the mailing list: |
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I |
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rather than to the module maintainer directly. Many experienced and |
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reponsive experts will be able look at the problem and quickly |
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address it. Please include a thorough description of the problem |
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with code and data examples if at all possible. |
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=head2 Reporting Bugs |
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Report bugs to the Bioperl bug tracking system to help us keep track |
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of the bugs and their resolution. Bug reports can be submitted via |
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email or the web: |
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https://github.com/bioperl/bioperl-live/issues |
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=head1 AUTHOR - Jason Stajich |
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Email jason@open-bio.org |
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=head1 APPENDIX |
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The rest of the documentation details each of the object methods. |
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Internal methods are usually preceded with a _ |
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=cut |
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# Let the code begin... |
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package Bio::Tools::Phylo::PAML::ModelResult; |
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use strict; |
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# Object preamble - inherits from Bio::Root::Root |
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use base qw(Bio::Root::Root); |
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=head2 new |
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Title : new |
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Usage : my $obj = Bio::Tools::Phylo::PAML::ModelResult->new(); |
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Function: Builds a new Bio::Tools::Phylo::PAML::ModelResult object |
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Returns : an instance of Bio::Tools::Phylo::PAML::ModelResult |
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Args : -model_num => model number |
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-model_description => model description |
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-kappa => value of kappa |
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-time_used => amount of time |
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-pos_sites => arrayref of sites under positive selection |
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-neb_sites => arrayref of sites under positive selection (by NEB analysis) |
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-beb_sites => arrayref of sites under positive selection (by BEB analysis) |
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-trees => arrayref of tree(s) data for this model |
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-shape_params => hashref of parameters |
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('shape' => 'alpha', |
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'gamma' => $g, |
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'r' => $r, |
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'f' => $f |
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) |
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OR |
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( 'shape' => 'beta', |
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'p' => $p, |
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'q' => $q |
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) |
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-likelihood => likelihood |
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-num_site_classes => number of site classes |
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-dnds_site_classes => hashref with two keys, 'p' and 'w' |
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which each point to an array, each |
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slot is for a different site class. |
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'w' is for dN/dS and 'p' is probability |
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=cut |
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sub new { |
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my($class,@args) = @_; |
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my $self = $class->SUPER::new(@args); |
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my ($modelnum,$modeldesc,$kappa, |
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$timeused,$trees, |
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$pos_sites,$neb_sites,$beb_sites, |
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$num_site_classes, $shape_params, |
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$dnds_classes, |
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$likelihood) = $self->_rearrange([qw(MODEL_NUM |
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MODEL_DESCRIPTION |
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KAPPA |
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TIME_USED |
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TREES |
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POS_SITES |
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NEB_SITES BEB_SITES |
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NUM_SITE_CLASSES |
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SHAPE_PARAMS |
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DNDS_SITE_CLASSES |
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LIKELIHOOD)], |
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@args); |
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if( $trees ) { |
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if(ref($trees) !~ /ARRAY/i ) { |
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$self->warn("Must provide a valid array reference to initialize trees"); |
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} else { |
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foreach my $t ( @$trees ) { |
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$self->add_tree($t); |
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} |
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} |
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} |
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$self->{'_treeiterator'} = 0; |
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if( $pos_sites ) { |
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if(ref($pos_sites) !~ /ARRAY/i ) { |
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$self->warn("Must provide a valid array reference to initialize pos_sites"); |
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} else { |
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foreach my $s ( @$pos_sites ) { |
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if( ref($s) !~ /ARRAY/i ) { |
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$self->warn("Need an array reference for each entry in the pos_sites object"); |
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next; |
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} |
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$self->add_pos_selected_site(@$s); |
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} |
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} |
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} |
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if( $beb_sites ) { |
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if(ref($beb_sites) !~ /ARRAY/i ) { |
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$self->warn("Must provide a valid array reference to initialize beb_sites"); |
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} else { |
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foreach my $s ( @$beb_sites ) { |
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if( ref($s) !~ /ARRAY/i ) { |
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$self->warn("need an array ref for each entry in the beb_sites object"); |
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next; |
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} |
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$self->add_BEB_pos_selected_site(@$s); |
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} |
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} |
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} |
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if( $neb_sites ) { |
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if(ref($neb_sites) !~ /ARRAY/i ) { |
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$self->warn("Must provide a valid array reference to initialize neb_sites"); |
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} else { |
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foreach my $s ( @$neb_sites ) { |
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if( ref($s) !~ /ARRAY/i ) { |
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$self->warn("need an array ref for each entry in the neb_sites object"); |
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next; |
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} |
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$self->add_NEB_pos_selected_site(@$s); |
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} |
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} |
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} |
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defined $modelnum && $self->model_num($modelnum); |
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defined $modeldesc && $self->model_description($modeldesc); |
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defined $kappa && $self->kappa($kappa); |
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defined $timeused && $self->time_used($timeused); |
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defined $likelihood && $self->likelihood($likelihood); |
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$self->num_site_classes($num_site_classes || 0); |
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if( defined $dnds_classes ) { |
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if( ref($dnds_classes) !~ /HASH/i || |
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! defined $dnds_classes->{'p'} || |
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! defined $dnds_classes->{'w'} ) { |
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$self->warn("-dnds_site_classes expects a hashref with keys p and w"); |
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} else { |
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$self->dnds_site_classes($dnds_classes); |
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} |
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} |
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22
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if( defined $shape_params ) { |
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if( ref($shape_params) !~ /HASH/i ) { |
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$self->warn("-shape_params expects a hashref not $shape_params\n"); |
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} else { |
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$self->shape_params($shape_params); |
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} |
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} |
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return $self; |
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} |
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=head2 model_num |
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234
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Title : model_num |
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Usage : $obj->model_num($newval) |
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Function: Get/Set the Model number (0,1,2,3...) |
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Returns : value of model_num (a scalar) |
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Args : on set, new value (a scalar or undef, optional) |
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=cut |
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sub model_num { |
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1
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my $self = shift; |
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return $self->{'_num'} = shift if @_; |
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return $self->{'_num'}; |
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} |
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=head2 model_description |
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Title : model_description |
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Usage : $obj->model_description($newval) |
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Function: Get/Set the model description |
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This is something like 'one-ratio', 'neutral', 'selection' |
255
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Returns : value of description (a scalar) |
256
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Args : on set, new value (a scalar or undef, optional) |
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=cut |
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sub model_description{ |
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my $self = shift; |
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return $self->{'_model_description'} = shift if @_; |
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return $self->{'_model_description'}; |
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} |
266
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267
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=head2 time_used |
268
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269
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Title : time_used |
270
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Usage : $obj->time_used($newval) |
271
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Function: Get/Set the time it took to run this analysis |
272
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Returns : value of time_used (a scalar) |
273
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Args : on set, new value (a scalar or undef, optional) |
274
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275
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276
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=cut |
277
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278
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sub time_used{ |
279
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7
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7
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1
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8
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my $self = shift; |
280
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7
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50
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20
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return $self->{'_time_used'} = shift if @_; |
281
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0
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0
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return $self->{'_time_used'}; |
282
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} |
283
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284
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=head2 kappa |
285
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286
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Title : kappa |
287
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Usage : $obj->kappa($newval) |
288
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Function: Get/Set kappa (ts/tv) |
289
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Returns : value of kappa (a scalar) |
290
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Args : on set, new value (a scalar or undef, optional) |
291
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292
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293
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=cut |
294
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295
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|
sub kappa{ |
296
|
15
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|
15
|
1
|
25
|
my $self = shift; |
297
|
15
|
100
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|
35
|
return $self->{'_kappa'} = shift if @_; |
298
|
6
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22
|
return $self->{'_kappa'}; |
299
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} |
300
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301
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|
=head2 num_site_classes |
302
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303
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|
|
Title : num_site_classes |
304
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|
|
Usage : $obj->num_site_classes($newval) |
305
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|
|
Function: Get/Set the number of site classes for this model |
306
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|
|
Returns : value of num_site_classes (a scalar) |
307
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|
|
Args : on set, new value (a scalar or undef, optional) |
308
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|
309
|
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|
310
|
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|
|
=cut |
311
|
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312
|
|
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|
|
sub num_site_classes{ |
313
|
17
|
|
|
17
|
1
|
32
|
my $self = shift; |
314
|
17
|
100
|
|
|
|
46
|
return $self->{'_num_site_classes'} = shift if @_; |
315
|
8
|
|
|
|
|
36
|
return $self->{'_num_site_classes'}; |
316
|
|
|
|
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|
|
} |
317
|
|
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318
|
|
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|
|
|
=head2 dnds_site_classes |
319
|
|
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|
|
|
320
|
|
|
|
|
|
|
Title : dnds_site_classes |
321
|
|
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|
|
|
|
Usage : $obj->dnds_site_classes($newval) |
322
|
|
|
|
|
|
|
Function: Get/Set dN/dS site classes, a hashref |
323
|
|
|
|
|
|
|
with 2 keys, 'p' and 'w' which point to arrays |
324
|
|
|
|
|
|
|
one slot for each site class. |
325
|
|
|
|
|
|
|
Returns : value of dnds_site_classes (a hashref) |
326
|
|
|
|
|
|
|
Args : on set, new value (a scalar or undef, optional) |
327
|
|
|
|
|
|
|
|
328
|
|
|
|
|
|
|
|
329
|
|
|
|
|
|
|
=cut |
330
|
|
|
|
|
|
|
|
331
|
|
|
|
|
|
|
sub dnds_site_classes{ |
332
|
12
|
|
|
12
|
1
|
19
|
my $self = shift; |
333
|
12
|
100
|
|
|
|
34
|
return $self->{'_dnds_site_classes'} = shift if @_; |
334
|
4
|
|
|
|
|
10
|
return $self->{'_dnds_site_classes'}; |
335
|
|
|
|
|
|
|
} |
336
|
|
|
|
|
|
|
|
337
|
|
|
|
|
|
|
=head2 get_pos_selected_sites |
338
|
|
|
|
|
|
|
|
339
|
|
|
|
|
|
|
Title : get_pos_selected_sites |
340
|
|
|
|
|
|
|
Usage : my @sites = $modelresult->get_pos_selected_sites(); |
341
|
|
|
|
|
|
|
Function: Get the sites which PAML has identified as under positive |
342
|
|
|
|
|
|
|
selection (w > 1). This returns an array with each slot |
343
|
|
|
|
|
|
|
being a site, 4 values, |
344
|
|
|
|
|
|
|
site location (in the original alignment) |
345
|
|
|
|
|
|
|
Amino acid (I *think* in the first sequence) |
346
|
|
|
|
|
|
|
P (P value) |
347
|
|
|
|
|
|
|
Significance (** indicated > 99%, * indicates >=95%) |
348
|
|
|
|
|
|
|
Returns : Array |
349
|
|
|
|
|
|
|
Args : none |
350
|
|
|
|
|
|
|
|
351
|
|
|
|
|
|
|
|
352
|
|
|
|
|
|
|
=cut |
353
|
|
|
|
|
|
|
|
354
|
|
|
|
|
|
|
sub get_pos_selected_sites{ |
355
|
1
|
50
|
|
1
|
1
|
832
|
return @{$_[0]->{'_posselsites'} || []}; |
|
1
|
|
|
|
|
8
|
|
356
|
|
|
|
|
|
|
} |
357
|
|
|
|
|
|
|
|
358
|
|
|
|
|
|
|
=head2 add_pos_selected_site |
359
|
|
|
|
|
|
|
|
360
|
|
|
|
|
|
|
Title : add_pos_selected_site |
361
|
|
|
|
|
|
|
Usage : $result->add_pos_selected_site($site,$aa,$pvalue,$signif); |
362
|
|
|
|
|
|
|
Function: Add a site to the list of positively selected sites |
363
|
|
|
|
|
|
|
Returns : count of the number of sites stored |
364
|
|
|
|
|
|
|
Args : $site - site number (in the alignment) |
365
|
|
|
|
|
|
|
$aa - amino acid under selection |
366
|
|
|
|
|
|
|
$pvalue - float from 0->1 represent probability site is under selection according to this model |
367
|
|
|
|
|
|
|
$signif - significance (coded as either empty, '*', or '**' |
368
|
|
|
|
|
|
|
|
369
|
|
|
|
|
|
|
=cut |
370
|
|
|
|
|
|
|
|
371
|
|
|
|
|
|
|
sub add_pos_selected_site{ |
372
|
8
|
|
|
8
|
1
|
9
|
my ($self,$site,$aa,$pvalue,$signif) = @_; |
373
|
8
|
|
|
|
|
9
|
push @{$self->{'_posselsites'}}, [ $site,$aa,$pvalue,$signif ]; |
|
8
|
|
|
|
|
13
|
|
374
|
8
|
|
|
|
|
7
|
return scalar @{$self->{'_posselsites'}}; |
|
8
|
|
|
|
|
9
|
|
375
|
|
|
|
|
|
|
} |
376
|
|
|
|
|
|
|
|
377
|
|
|
|
|
|
|
=head2 get_NEB_pos_selected_sites |
378
|
|
|
|
|
|
|
|
379
|
|
|
|
|
|
|
Title : get_NEB_pos_selected_sites |
380
|
|
|
|
|
|
|
Usage : my @sites = $modelresult->get_NEB_pos_selected_sites(); |
381
|
|
|
|
|
|
|
Function: Get the sites which PAML has identified as under positive |
382
|
|
|
|
|
|
|
selection (w > 1) using Naive Empirical Bayes. |
383
|
|
|
|
|
|
|
This returns an array with each slot being a site, 4 values, |
384
|
|
|
|
|
|
|
site location (in the original alignment) |
385
|
|
|
|
|
|
|
Amino acid (I *think* in the first sequence) |
386
|
|
|
|
|
|
|
P (P value) |
387
|
|
|
|
|
|
|
Significance (** indicated > 99%, * indicates > 95%) |
388
|
|
|
|
|
|
|
post mean for w |
389
|
|
|
|
|
|
|
Returns : Array |
390
|
|
|
|
|
|
|
Args : none |
391
|
|
|
|
|
|
|
|
392
|
|
|
|
|
|
|
|
393
|
|
|
|
|
|
|
=cut |
394
|
|
|
|
|
|
|
|
395
|
|
|
|
|
|
|
sub get_NEB_pos_selected_sites{ |
396
|
1
|
50
|
|
1
|
1
|
841
|
return @{$_[0]->{'_NEBposselsites'} || []}; |
|
1
|
|
|
|
|
7
|
|
397
|
|
|
|
|
|
|
} |
398
|
|
|
|
|
|
|
|
399
|
|
|
|
|
|
|
=head2 add_NEB_pos_selected_site |
400
|
|
|
|
|
|
|
|
401
|
|
|
|
|
|
|
Title : add_NEB_pos_selected_site |
402
|
|
|
|
|
|
|
Usage : $result->add_NEB_pos_selected_site($site,$aa,$pvalue,$signif); |
403
|
|
|
|
|
|
|
Function: Add a site to the list of positively selected sites |
404
|
|
|
|
|
|
|
Returns : count of the number of sites stored |
405
|
|
|
|
|
|
|
Args : $site - site number (in the alignment) |
406
|
|
|
|
|
|
|
$aa - amino acid under selection |
407
|
|
|
|
|
|
|
$pvalue - float from 0->1 represent probability site is under selection according to this model |
408
|
|
|
|
|
|
|
$signif - significance (coded as either empty, '*', or '**' |
409
|
|
|
|
|
|
|
$postmean - post mean for w |
410
|
|
|
|
|
|
|
|
411
|
|
|
|
|
|
|
=cut |
412
|
|
|
|
|
|
|
|
413
|
|
|
|
|
|
|
sub add_NEB_pos_selected_site{ |
414
|
8
|
|
|
8
|
1
|
10
|
my ($self,@args) = @_; |
415
|
8
|
|
|
|
|
4
|
push @{$self->{'_NEBposselsites'}}, [ @args ]; |
|
8
|
|
|
|
|
22
|
|
416
|
8
|
|
|
|
|
5
|
return scalar @{$self->{'_NEBposselsites'}}; |
|
8
|
|
|
|
|
12
|
|
417
|
|
|
|
|
|
|
} |
418
|
|
|
|
|
|
|
|
419
|
|
|
|
|
|
|
|
420
|
|
|
|
|
|
|
|
421
|
|
|
|
|
|
|
=head2 get_BEB_pos_selected_sites |
422
|
|
|
|
|
|
|
|
423
|
|
|
|
|
|
|
Title : get_BEB_pos_selected_sites |
424
|
|
|
|
|
|
|
Usage : my @sites = $modelresult->get_BEB_pos_selected_sites(); |
425
|
|
|
|
|
|
|
Function: Get the sites which PAML has identified as under positive |
426
|
|
|
|
|
|
|
selection (w > 1) using Bayes Empirical Bayes. |
427
|
|
|
|
|
|
|
This returns an array with each slot being a site, 6 values, |
428
|
|
|
|
|
|
|
site location (in the original alignment) |
429
|
|
|
|
|
|
|
Amino acid (I *think* in the first sequence) |
430
|
|
|
|
|
|
|
P (P value) |
431
|
|
|
|
|
|
|
Significance (** indicated > 99%, * indicates > 95%) |
432
|
|
|
|
|
|
|
post mean for w (mean) |
433
|
|
|
|
|
|
|
Standard Error for w (SE) |
434
|
|
|
|
|
|
|
Returns : Array |
435
|
|
|
|
|
|
|
Args : none |
436
|
|
|
|
|
|
|
|
437
|
|
|
|
|
|
|
=cut |
438
|
|
|
|
|
|
|
|
439
|
|
|
|
|
|
|
sub get_BEB_pos_selected_sites{ |
440
|
0
|
0
|
|
0
|
1
|
0
|
return @{$_[0]->{'_BEBposselsites'} || []}; |
|
0
|
|
|
|
|
0
|
|
441
|
|
|
|
|
|
|
} |
442
|
|
|
|
|
|
|
|
443
|
|
|
|
|
|
|
=head2 add_BEB_pos_selected_site |
444
|
|
|
|
|
|
|
|
445
|
|
|
|
|
|
|
Title : add_BEB_pos_selected_site |
446
|
|
|
|
|
|
|
Usage : $result->add_BEB_pos_selected_site($site,$aa,$pvalue,$signif); |
447
|
|
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|
|
|
|
Function: Add a site to the list of positively selected sites |
448
|
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|
|
|
Returns : count of the number of sites stored |
449
|
|
|
|
|
|
|
Args : $site - site number (in the alignment) |
450
|
|
|
|
|
|
|
$aa - amino acid under selection |
451
|
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|
|
|
$pvalue - float from 0->1 represent probability site is under selection according to this model |
452
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|
|
$signif - significance (coded as either empty, '*', or '**' |
453
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|
|
$postmean - post mean for w |
454
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|
$SE - Standard Error for w |
455
|
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456
|
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|
=cut |
457
|
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458
|
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|
|
sub add_BEB_pos_selected_site{ |
459
|
9
|
|
|
9
|
1
|
17
|
my ($self,@args) = @_; |
460
|
9
|
|
|
|
|
7
|
push @{$self->{'_BEBposselsites'}}, [ @args ]; |
|
9
|
|
|
|
|
30
|
|
461
|
9
|
|
|
|
|
10
|
return scalar @{$self->{'_BEBposselsites'}}; |
|
9
|
|
|
|
|
15
|
|
462
|
|
|
|
|
|
|
} |
463
|
|
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|
464
|
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|
|
|
=head2 next_tree |
465
|
|
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|
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|
466
|
|
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|
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|
|
Title : next_tree |
467
|
|
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|
|
|
|
Usage : my $tree = $factory->next_tree; |
468
|
|
|
|
|
|
|
Function: Get the next tree from the factory |
469
|
|
|
|
|
|
|
Returns : L |
470
|
|
|
|
|
|
|
Args : none |
471
|
|
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|
|
|
|
472
|
|
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|
|
|
|
=cut |
473
|
|
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|
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|
|
474
|
|
|
|
|
|
|
sub next_tree{ |
475
|
5
|
|
|
5
|
1
|
9
|
my ($self,@args) = @_; |
476
|
5
|
|
50
|
|
|
22
|
return $self->{'_trees'}->[$self->{'_treeiterator'}++] || undef; |
477
|
|
|
|
|
|
|
} |
478
|
|
|
|
|
|
|
|
479
|
|
|
|
|
|
|
=head2 get_trees |
480
|
|
|
|
|
|
|
|
481
|
|
|
|
|
|
|
Title : get_trees |
482
|
|
|
|
|
|
|
Usage : my @trees = $result->get_trees; |
483
|
|
|
|
|
|
|
Function: Get all the parsed trees as an array |
484
|
|
|
|
|
|
|
Returns : Array of trees |
485
|
|
|
|
|
|
|
Args : none |
486
|
|
|
|
|
|
|
|
487
|
|
|
|
|
|
|
|
488
|
|
|
|
|
|
|
=cut |
489
|
|
|
|
|
|
|
|
490
|
|
|
|
|
|
|
sub get_trees{ |
491
|
2
|
|
|
2
|
1
|
3
|
my ($self) = @_; |
492
|
2
|
50
|
|
|
|
3
|
return @{$self->{'_trees'} || []}; |
|
2
|
|
|
|
|
12
|
|
493
|
|
|
|
|
|
|
} |
494
|
|
|
|
|
|
|
|
495
|
|
|
|
|
|
|
=head2 rewind_tree_iterator |
496
|
|
|
|
|
|
|
|
497
|
|
|
|
|
|
|
Title : rewind_tree_iterator |
498
|
|
|
|
|
|
|
Usage : $result->rewind_tree_iterator() |
499
|
|
|
|
|
|
|
Function: Rewinds the tree iterator so that next_tree can be |
500
|
|
|
|
|
|
|
called again from the beginning |
501
|
|
|
|
|
|
|
Returns : none |
502
|
|
|
|
|
|
|
Args : none |
503
|
|
|
|
|
|
|
|
504
|
|
|
|
|
|
|
=cut |
505
|
|
|
|
|
|
|
|
506
|
|
|
|
|
|
|
sub rewind_tree_iterator { |
507
|
0
|
|
|
0
|
1
|
0
|
shift->{'_treeiterator'} = 0; |
508
|
|
|
|
|
|
|
} |
509
|
|
|
|
|
|
|
|
510
|
|
|
|
|
|
|
=head2 add_tree |
511
|
|
|
|
|
|
|
|
512
|
|
|
|
|
|
|
Title : add_tree |
513
|
|
|
|
|
|
|
Usage : $result->add_tree($tree); |
514
|
|
|
|
|
|
|
Function: Adds a tree |
515
|
|
|
|
|
|
|
Returns : integer which is the number of trees stored |
516
|
|
|
|
|
|
|
Args : L |
517
|
|
|
|
|
|
|
|
518
|
|
|
|
|
|
|
=cut |
519
|
|
|
|
|
|
|
|
520
|
|
|
|
|
|
|
sub add_tree{ |
521
|
9
|
|
|
9
|
1
|
14
|
my ($self,$tree) = @_; |
522
|
9
|
50
|
33
|
|
|
87
|
if( $tree && ref($tree) && $tree->isa('Bio::Tree::TreeI') ) { |
|
|
|
33
|
|
|
|
|
523
|
9
|
|
|
|
|
15
|
push @{$self->{'_trees'}},$tree; |
|
9
|
|
|
|
|
29
|
|
524
|
|
|
|
|
|
|
} |
525
|
9
|
|
|
|
|
9
|
return scalar @{$self->{'_trees'}}; |
|
9
|
|
|
|
|
34
|
|
526
|
|
|
|
|
|
|
} |
527
|
|
|
|
|
|
|
|
528
|
|
|
|
|
|
|
=head2 shape_params |
529
|
|
|
|
|
|
|
|
530
|
|
|
|
|
|
|
Title : shape_params |
531
|
|
|
|
|
|
|
Usage : $obj->shape_params($newval) |
532
|
|
|
|
|
|
|
Function: Get/Set shape params for the distribution, 'alpha', 'beta' |
533
|
|
|
|
|
|
|
which is a hashref |
534
|
|
|
|
|
|
|
with 1 keys, 'p' and 'q' |
535
|
|
|
|
|
|
|
Returns : value of shape_params (a scalar) |
536
|
|
|
|
|
|
|
Args : on set, new value (a scalar or undef, optional) |
537
|
|
|
|
|
|
|
|
538
|
|
|
|
|
|
|
|
539
|
|
|
|
|
|
|
=cut |
540
|
|
|
|
|
|
|
|
541
|
|
|
|
|
|
|
sub shape_params{ |
542
|
4
|
|
|
4
|
1
|
5
|
my $self = shift; |
543
|
4
|
100
|
|
|
|
12
|
return $self->{'_shape_params'} = shift if @_; |
544
|
1
|
|
|
|
|
3
|
return $self->{'_shape_params'}; |
545
|
|
|
|
|
|
|
} |
546
|
|
|
|
|
|
|
|
547
|
|
|
|
|
|
|
=head2 likelihood |
548
|
|
|
|
|
|
|
|
549
|
|
|
|
|
|
|
Title : likelihood |
550
|
|
|
|
|
|
|
Usage : $obj->likelihood($newval) |
551
|
|
|
|
|
|
|
Function: log likelihood |
552
|
|
|
|
|
|
|
Returns : value of likelihood (a scalar) |
553
|
|
|
|
|
|
|
Args : on set, new value (a scalar or undef, optional) |
554
|
|
|
|
|
|
|
|
555
|
|
|
|
|
|
|
|
556
|
|
|
|
|
|
|
=cut |
557
|
|
|
|
|
|
|
|
558
|
|
|
|
|
|
|
sub likelihood{ |
559
|
15
|
|
|
15
|
1
|
20
|
my $self = shift; |
560
|
15
|
100
|
|
|
|
45
|
return $self->{'likelihood'} = shift if @_; |
561
|
6
|
|
|
|
|
20
|
return $self->{'likelihood'}; |
562
|
|
|
|
|
|
|
} |
563
|
|
|
|
|
|
|
|
564
|
|
|
|
|
|
|
1; |