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. Author manuscript; available in PMC: 2019 Jan 25.
Published in final edited form as: J Am Stat Assoc. 2016 May 5;111(513):344–354. doi: 10.1080/01621459.2015.1008101

Table 6.

Estimated allelic effects in the mean regression and quantile regression at quantile levels of 0.15, 0.25, 0.5, 0.75, and 0.85. The quantile coefficients are estimated using KS, SICO and IPW approaches.

SNPs mean
MethodS τ = 0.15
τ = 0.25
τ = 0.5
τ = 0.75
τ = 0.85
Est. P-value Est. P-value Est. P-value Est. P-value Est. P-value Est. P-value
rs2289276 0.6 0.593 KS 1.6 0.437 2.0 0.175 −0.2 0.900 0.5 0.797 1.1 0.496
SICO(m=10) 1.1 0.157 1.8 0.007 0.0 0.999 −0.5 0.449 0.0 0.980
IPW 2.0 0.257 1.5 0.292 −0.5 0.680 −0.3 0.877 0.3 0.865

rs1898671 0.2 0.920 KS −2.3 0.235 −1.1 0.597 −1.2 0.585 0.7 0.740 1.6 0.391
SICO(m=10) −2.7 0.000 −2.2 0.003 −1.8 0.010 −0.4 0.550 1.0 0.161
IPW −3.1 0.176 −2.1 0.307 −0.7 0.776 0.6 0.800 1.5 0.473

rs11466741 −0.6 0.585 KS 0.1 0.950 2.4 0.144 0.2 0.884 1.7 0.318 1.2 0.373
SICO(m=10) 0.8 0.235 2.2 0.000 0.6 0.277 1.5 0.010 1.1 0.033
IPW 2.0 0.269 2.6 0.084 0.1 0.973 2.0 0.242 1.1 0.386

rs11466743 −8.1 0.009 KS −17.4 0.066 −3.4 0.775 −1.4 0.824 −6.7 0.155 −7.3 0.313
SICO(m=10) −17.2 0.003 −6.7 0.015 −1.9 0.307 −7.5 0.000 −6.9 0.001
IPW −18.4 0.103 −3.9 0.733 −2.5 0.638 −6.8 0.216 −7.4 0.319

rs2289277 0.6 0.544 KS 2.5 0.198 2.5 0.039 −0.3 0.862 0.7 0.545 −0.2 0.891
SICO(m=10) 3.0 0.000 2.6 0.000 0.2 0.797 0.5 0.309 −0.1 0.886
IPW 3.4 0.105 2.1 0.075 −0.5 0.800 0.2 0.872 −0.5 0.637

rs2289278 3.5 0.041 KS 0.3 0.888 −1.5 0.610 6.0 0.078 2.1 0.349 0.1 0.951
SICO(m=10) 0.5 0.691 −1.9 0.140 5.8 0.000 1.4 0.125 −0.8 0.336
IPW −1.2 0.641 −1.6 0.633 6.0 0.028 1.0 0.631 −0.6 0.780

rs11241090 −4.8 0.042 KS −2.1 0.816 2.2 0.699 −1.4 0.658 −6.3 0.061 −7.1 0.147
SICO(m=10) −3.7 0.189 −0.3 0.900 −0.7 0.671 −5.9 0.000 −2.5 0.145
IPW −3.5 0.678 2.0 0.696 −2.5 0.486 −7.0 0.099 −7.2 0.222

rs10035870 −1.1 0.659 KS −1.2 0.706 0.2 0.971 3.2 0.545 6.4 0.271 7.4 0.108
SICO(m=10) 0.9 0.472 1.5 0.234 2.8 0.063 5.6 0.000 7.6 0.000
IPW −2.2 0.606 0.2 0.966 2.2 0.688 5.7 0.319 7.3 0.150

rs11466749 1.4 0.368 KS 2.5 0.226 2.3 0.246 −0.7 0.809 −1.7 0.438 −2.4 0.210
SICO(m=10) 2.3 0.010 1.5 0.114 −0.8 0.455 −1.3 0.151 −2.5 0.003
IPW 2.5 0.345 2.0 0.304 −0.9 0.775 −1.8 0.451 −3.0 0.197

rs11466750 −1.0 0.457 KS 0.9 0.673 0.6 0.733 0.4 0.853 −2.1 0.313 −2.4 0.218
SICO(m=10) 0.5 0.424 0.5 0.510 0.2 0.801 −2.3 0.008 −1.9 0.003
IPW 0.4 0.827 1.8 0.323 −1.1 0.592 −2.5 0.204 −1.6 0.406