Description Usage Arguments Value Author(s) Examples
Compute vector of expected Z scores
1 2 | expected_z_score(N0, N1, snps, W, gamma.W, freq,
GenoProbList = make_GenoProbList(snps = snps, W = W, freq = freq))
|
N0 |
The number of Y=0 |
N1 |
The number of Y=1 |
snps |
The snps at which we wish to compute the expected Z Score |
W |
The true causal SNPs (these need not be in "snps") |
gamma.W |
The log odds ratios of effect of the true causal SNPs (not including gamma0, the intercept term) |
freq |
Haplotype frequencies as a data.frame, with column Probability indicating relative frequency in controls. |
GenoProbList |
An list of objects giving the probability of seeing each X,W genotype vector. This can be calculated within the function if no value supplied, or you can pass a pre-calculated version |
The expected Z Score for all snps in snps, assuming the causal SNPs are W
Mary Fortune and Chris Wallace
1 2 3 4 | freq=fake_freq(nhaps=100,nsnps=5) # fake haplotype frequency data
EZ=expected_z_score(N0=1000,N1=2000,snps=paste0("s",1:5),
W="s1",gamma.W=log(1.5),freq=freq)
EZ # causal variant is SNP 1, with OR 1.5
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