SYNOPSIS
use Bio::Tools::RandomDistFunctions;
my $dist = Bio::Tools::RandomDistFunctions->new();
for my $v ( 1..1000 ) {
my $birth_dist = $dist->rand_birth_distribution($lambda);
# ... do something with the variable
}
DESCRIPTION
Most of the code is based on the C implementation of these routines in Mike Sanderson's r8s's package. See http://loco.biosci.arizona.edu/r8s/ for information on his software.FEEDBACK
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AUTHOR - Jason Stajich
Email jason-at-bioperl.orgCONTRIBUTORS
Thanks to Mike Sanderson for assistance in the getting this implementation together.APPENDIX
The rest of the documentation details each of the object methods. Internal methods are usually preceded with a _birth_distribution
Title : rand_birth_distribution Usage : my $randvar = $dist-> rand_birth_distribution($lambda); Function: Returns a random number from a birth process waiting time with a fixed interval 1.0. Times are measured from 0=present,1=root; Returns : floating point number Args : $lambda ( > 0 ) References : This is based on code by Mike Sanders in r8s. Ross, Stochastic Processes, p. 145 for the density
rand_geometric_distribution
Title : rand_geometric_distribution Usage : my $randvar = $dist->rand_geometric_distribution($param); Function: Returns a random geometric variate distributed with parameter $param, according to c.d.f. 1 - ( 1- param) ^ n Returns : integer Args : $param ( 0 > $param < 1 )
rand_exponentional_distribution
Title : rand_exponentional_distribution Usage : my $var = $dist->rand_exponentional_distribution($param); Function: Returns a random exponential variate distributed with parameter $param, according to c.d.f 1 - e^(-param * x) Returns : floating point number Args : $param ( > 0 )
rand_normal_distribution
Title : rand_normal_distribution Usage : my $var = $dist->rand_normal_distribution() Function: Returns a random normal (gaussian) variate distributed Returns : floating point number Args : none