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. 2016 May 3;17:84. doi: 10.1186/s13059-016-0935-y

Table 2.

Parameter choices for the simulation scenarios

Simulation scenario (μ 1,μ 2) (σ 1,σ 2) σ jk ρ α (0) α (1)α (0) a
1 Distinct differences (−0.05,0.5) (0.05, 0.75) Unif(0.1, 2) 100 0.570.43 0.080.08
2 No confounding (0.25, 0.25) (0.5, 0.5) 0.1 100 0.570.43 0.080.08
3 Opposite effects (−0.75,0.75) (0.1, 0.1) 0.1 100 0.570.43 0.080.08
4 High precision (0.3, 0.1) (0.1, 0.1) 0.1 200 0.570.43 0.080.08
5 Low precision (0.3, 0.1) (0.1, 0.1) 0.1 10 0.570.43 0.080.08
6 Continuous phenotype (−0.05,0.25) (0.05, 0.15) 0.1 100 0.570.43 0.030.03
7 Few assoc. sites (1, 0.95) (0.05, 0.05) Unif(0.1, 2) 100 0.570.43 0.080.08
8 Many assoc. sites block 1 b (0.1,0.4) (0.01, 0.01) Unif(0.1, 2) 100 0.570.43 0.080.08
Many assoc. sites block 2 c (0.2,0.7) (0.01, 0.01) Unif(0.1, 2) 100 0.570.43 0.080.08

k=1 corresponds to monocytes, and k=2 corresponds to CD4 + T cells

aAverage change in cell-type proportion for unit increase in phenotype

bBackground correlation for block 1 was 0.4

cBackground correlation for block 2 was 0.5