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. Author manuscript; available in PMC: 2019 Feb 20.
Published in final edited form as: Stat Med. 2017 Nov 23;37(4):673–686. doi: 10.1002/sim.7545

Table I.

Parameters estimated for CMDRM-MRT, FMDRM-MRT and MDRM using EMR and FAERS dataset. {π1, π2, π3, π4, π5, π6} are the proportions of 2 way to 6 way drug combinations that follow drug-count response component. c is the maximum Myopathy risk.

a.

Dataset EMR

Parameter CMDRM-MRT [95%CI] FMDRM-MRT [95% CI] MDRM [95% CI]
π1 - 0.869 [0.858, 0.880] 0.929 [0.920, 0.939]
π2 0.667 [0.564, 0.770] 0.869 [0.858, 0.880] 0.929 [0.920, 0.939]
π3 0.726 [0.683, 0.768] 0.869 [0.858, 0.880] 0.929 [0.920, 0.939]
π4 0.823 [0.801, 0.845] 0.869 [0.858, 0.880] 0.929 [0.920, 0.939]
π5 0.904 [0.890, 0.919] 0.869 [0.858, 0.880] 0.929 [0.920, 0.939]
π6 0.937 [0.920, 0.952] 0.869 [0.858, 0.880] 0.929 [0.920, 0.939]
c 0.448 [0.441, 0.456] 0.460 [0.443, 0.478] -
β0 −1.084 [−1.107, −1.060] −1.120 [−1.168, −1.072] −2.269 [−2.284, −2.254]
β1 0.843 [0.820, 0.866] 0.810 [0.767, 0.853] −1.908 [−1.926, −1.889]
β2 - - 0.304 [0.298, 0.309]
b.

Dataset FAERS

Parameter CMDRM-MRT [95% CI] FMDRM-MRT [95% CI] MDRM [95% CI]
π1 - 0.798 [0.791, 0.805] 0.675 [0.667, 0.684]
π2 0.532 [0.423, 0.641] 0.798 [0.791, 0.805] 0.675 [0.667, 0.684]
π3 0.781 [0.742, 0.821] 0.798 [0.791, 0.805] 0.675 [0.667, 0.684]
π4 0.808 [0.788, 0.827] 0.798 [0.791, 0.805] 0.675 [0.667, 0.684]
π5 0.790 [0.778, 0.803] 0.798 [0.791, 0.805] 0.675 [0.667, 0.684]
π6 0.803 [0.793, 0.813] 0.798 [0.791, 0.805] 0.675 [0.667, 0.684]
c 0.999 [0.989, 1.000] 0.999 [0.991, 1.000] -
β0 −2.554 [−2.567, −2.541] −2.562 [−2.579, −2.546] −1.594 [−1.605, −1.583]
β1 0.695 [0.691, 0.699] 0.697 [0.693, 0.700] −3.874 [−3.886, −3.862]
β2 - - 0.881 [0.877, 0.884]