/usr/share/perl5/Statistics/Basic/LeastSquareFit.pm is in libstatistics-basic-perl 1.6611-1.
This file is owned by root:root, with mode 0o644.
The actual contents of the file can be viewed below.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 | package Statistics::Basic::LeastSquareFit;
use strict;
use warnings;
use Carp;
use base 'Statistics::Basic::_TwoVectorBase';
use overload
'""' => sub {
my ($alpha,$beta) = map{$Statistics::Basic::fmt->format_number($_, $Statistics::Basic::IPRES)} $_[0]->query;
"LSF( alpha: $alpha, beta: $beta )";
},
'0+' => sub { croak "the result of LSF may not be used as a number" },
fallback => 1; # tries to do what it would have done if this wasn't present.
# new {{{
sub new {
my $this = shift;
my @var1 = (shift || ());
my @var2 = (shift || ());
my $v1 = eval { Statistics::Basic::Vector->new( @var1 ) } or croak $@;
my $v2 = eval { Statistics::Basic::Vector->new( @var2 ) } or croak $@;
$this = bless {}, $this;
my $c = $v1->_get_linked_computer( LSF => $v2 );
return $c if $c;
$this->{_vectors} = [ $v1, $v2 ];
$this->{vrx} = eval { Statistics::Basic::Variance->new($v1) } or croak $@;
$this->{mnx} = eval { Statistics::Basic::Mean->new($v1) } or croak $@;
$this->{mny} = eval { Statistics::Basic::Mean->new($v2) } or croak $@;
$this->{cov} = eval { Statistics::Basic::Covariance->new($v1, $v2) } or croak $@;
$v1->_set_linked_computer( LSF => $this, $v2 );
$v2->_set_linked_computer( LSF => $this, $v1 );
return $this;
}
# }}}
# _recalc {{{
sub _recalc {
my $this = shift;
delete $this->{recalc_needed};
delete $this->{alpha};
delete $this->{beta};
my $vrx = $this->{vrx}->query; return unless defined $vrx; return unless $vrx > 0;
my $mnx = $this->{mnx}->query; return unless defined $mnx;
my $mny = $this->{mny}->query; return unless defined $mny;
my $cov = $this->{cov}->query; return unless defined $cov;
$this->{beta} = ($cov / $vrx);
$this->{alpha} = ($mny - ($this->{beta} * $mnx));
warn "[recalc " . ref($this) . "] (alpha: $this->{alpha}, beta: $this->{beta})\n" if $Statistics::Basic::DEBUG;
return;
}
# }}}
# query {{{
sub query {
my $this = shift;
$this->_recalc if $this->{recalc_needed};
warn "[query " . ref($this) . " ($this->{alpha}, $this->{beta})]\n" if $Statistics::Basic::DEBUG;
return (wantarray ? ($this->{alpha}, $this->{beta}) : [$this->{alpha}, $this->{beta}] );
}
# }}}
# query_vector1 {{{
sub query_vector1 {
my $this = shift;
return $this->{cov}->query_vector1;
}
# }}}
# query_vector2 {{{
sub query_vector2 {
my $this = shift;
return $this->{cov}->query_vector2;
}
# }}}
# query_mean1 {{{
sub query_mean1 {
my $this = shift;
return $this->{mnx};
}
# }}}
# query_variance1 {{{
sub query_variance1 {
my $this = shift;
return $this->{vrx};
}
# }}}
# query_covariance {{{
sub query_covariance {
my $this = shift;
return $this->{cov};
}
# }}}
# y_given_x {{{
sub y_given_x {
my $this = shift;
my ($alpha, $beta) = $this->query;
my $x = shift;
return ($beta*$x + $alpha);
}
# }}}
# x_given_y {{{
sub x_given_y {
my $this = shift;
my ($alpha, $beta) = $this->query;
my $y = shift;
defined( my $x = eval { ( ($y-$alpha)/$beta ) }) or croak $@;
return $x;
}
# }}}
1;
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