Table 4.
The number of SNPs truly and falsely associated with Q2 for GAW17 data with p-values less than different significance level α
1st | 10th | 100th | 200th | |||||||||||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
SV | LG | oLG | oPRB | SV | LG | oLG | oPRB | SV | LG | oLG | oPRB | SV | LG | oLG | oPRB | |||||||||||||||||
α | TP | FP | TP | FP | TP | FP | TP | FP | TP | FP | TP | FP | TP | FP | TP | FP | TP | FP | TP | FP | TP | FP | TP | FP | TP | FP | TP | FP | TP | FP | TP | FP |
5×10−4 | 1 | 0 | 0 | 0 | 1 | 112 | 1 | 112 | 0 | 5 | 0 | 2 | 0 | 113 | 0 | 116 | 2 | 3 | 1 | 1 | 2 | 100 | 1 | 101 | 2 | 12 | 0 | 4 | 1 | 7 | 2 | 12 |
1×10−4 | 0 | 0 | 0 | 0 | 0 | 112 | 0 | 112 | 0 | 1 | 0 | 0 | 0 | 111 | 0 | 111 | 1 | 0 | 1 | 0 | 1 | 99 | 1 | 99 | 0 | 3 | 0 | 1 | 0 | 3 | 0 | 4 |
5×10−5 | 0 | 0 | 0 | 0 | 0 | 112 | 0 | 112 | 0 | 1 | 0 | 0 | 0 | 111 | 0 | 111 | 1 | 0 | 1 | 0 | 1 | 99 | 1 | 99 | 0 | 2 | 0 | 0 | 0 | 3 | 0 | 2 |
1×10−5 | 0 | 0 | 0 | 0 | 0 | 112 | 0 | 112 | 0 | 0 | 0 | 0 | 0 | 110 | 0 | 110 | 1 | 0 | 1 | 0 | 1 | 99 | 1 | 99 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
LG stands for logistic regression model on the regrouped binary outcome (recoding as 0 or greater than 0); SV stands for the set-valued method; coLG stands for ordered logistic regression method; oPRB is the usual probit model with IRWLS estimation algorithm. TP is the true positive; FP: the false positive;