There are methods and software packages available to handle the null alleles and heterozygote deficiency in various genetic analyses (Chapuis and Estoup [2007]; Chybicki and Burczyk [2009]).
Commonly used statistical methods and software packages typically assume that observations are independent and identically distributed and fail to account for complex sampling designs when present.
These cases have the purpose of both assessing reliable numerical methods and software packages and providing solutions for some basic engineering problems in this field.
For pedigree-based association analysis several methods and software packages have been developed that utilize information about transmission of alleles, such as the orthogonal test for within-family variation [5] and family-based association test [6], [7].
The community has already developed many methods and software packages which aim to facilitate these tasks.
Recent developments have produced a number of methods and software packages for estimating species trees under the multi-species coalescent model [ 4- 8].
This allowed the use of analysis methods (and software packages) that had been previously developed for analysis of unrelated individuals, and it avoided the issue of relatedness between individuals when developing any new method.
Although several methods and software packages used to quantify the SRR or SUR have been published in the previous decade, the search continues for a clinically appealing algorithm that is fully automated and well validated in a large population and that could be easily implemented or provided as free software [ 24, 29].
"Everything from shopping options to bulk sales to cooking methods and packaging and labeling will be affected," Maltby said.
We used the package "MASS" to perform stepwise regression [ 32]; packages "glmnet" [ 33] and "gcdnet" [ 34] for penalized regression methods, and package "BMS" for Bayesian Model Averaging [ 35].
