Table 1. Optimal Weights in GWAS Meta-analysis without Covariates.
Phenotype | Optimal Weight wk for kth Studya | |
---|---|---|
Case-control Statusb |
|
|
Quantitative Traitc |
|
|
Poisson Count Datad | (nkμkpkqk)1/2 | |
Censored Survival Datae | (mkpkqk)1/2 |
wk are optimal under effect size homogeneity across sites, and are given up to a proportionality factor determined by the constraint . pk = 1-qk is the SNP MAF and nk is the number of subjects in study k.
nkj is the number of cases (j=1) and controls (j=0).
ϕk is the trait variance.
μk is the null expected count
mk is the number of failures.