Select a subset of SNPs using discrimination method for affected sib pairs
Usage
ASP.Selection(Tem_Gen, Index_Gen, IBD, k = log(10000))
Arguments
Tem_Gen
Genotypes of controls (denoted by the number of alternative allele)
Index_Gen
Genotypes of index cases
IBD
IBD states for each affected sib pair
k
Selection threshold (by default log(1e4))
Value
score
The values of the score statistic for each SNPs
stat
The values of discrimination statistic comparing each SNPs with the most associated SNP
SNP_subset
The indexes (numbers of columns) of selected SNPs
SNPname_subset
The names (names of columns) of selected SNPs
Details
Take the genotypes of controls and index cases and the IBD states. Give the score statistics, discrimination statistics and the subset of selected SNPs with the chosen threshold.
References
Dandine-Roulland, Claire and Perdry, Herve. Where is the causal variant? On the advantage of the family design over the case-control design in genetic association studies.
Submitted to Eur J Hum Genet