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. Author manuscript; available in PMC: 2015 Jan 1.
Published in final edited form as: J Am Stat Assoc. 2014 Mar 19;109(505):288–301. doi: 10.1080/01621459.2013.844698

Table 2.

Empirical width and coverage [in brackets] of Wald (W) and Chebyshev (C) 95% CIs of the direct effect DE¯(α1), indirect effect IE¯(α1,α0), total effect TE¯(α1,α0) and overall effect OE¯(α1,α0) for simulations under scenario (ii) with numbers of groups m, number of individuals per group ni, and continuous outcomes.

m
4 6 10 30 100
ni = 6
DE¯(α1)
W 3.51[0.89] 2.72[0.92] 1.92[0.94] 1.27[0.95] 0.71[0.95]
C 7.66[1.00] 6.05[1.00] 4.32[1.00] 2.87[1.00] 1.62[1.00]
IE¯(α1,α0)
W 1.89[0.80] 1.60[0.87] 1.26[0.91] 0.88[0.93] 0.42[0.95]
C 3.92[0.94] 3.49[0.99] 2.82[1.00] 2.01[1.00] 0.96[1.00]
TE¯(α1,α0)
W 3.14[0.78] 2.66[0.87] 2.06[0.91] 1.44[0.95] 1.44[0.95]
C 6.30[0.94] 5.73[0.98] 4.56[1.00] 3.25[1.00] 1.58[1.00]
OE¯(α1,α0)
W 2.01[0.84] 1.81 [0.88] 1.50[0.91] 1.09[0.95] 0.48[0.94]
C 4.38[0.97] 4.05[0.99] 3.40[1.00] 2.47[1.00] 1.10[1.00]

ni = 1000
DE¯(α1)
W 0.27[0.93] 0.22[0.93] 0.18[0.94] 0.10[0.95] 0.06[0.95]
C 0.60[1.00] 0.49[1.00] 0.40[1.00] 0.23[1.00] 0.13[1.00]
IE¯(α1,α0)
W 0.12[0.80] 0.10[0.88] 0.11[0.91] 0.06[0.94] 0.03[0.95]
C 0.24[0.95] 0.22[0.99] 0.25[1.00] 0.14[1.00] 0.08[1.00]
TE¯(α1,α0)
W 0.21[0.78] 0.18[0.85] 0.19[0.91] 0.11[0.94] 0.06[0.95]
C 0.41[0.93] 0.37[0.98] 0.41[1.00] 0.24[1.00] 0.13[1.00]
OE¯(α1,α0)
W 0.11[0.82] 0.10[0.88] 0.13[0.91] 0.07[0.93] 0.04[0.95]
C 0.23[0.96] 0.22[0.99] 0.30[1.00] 0.17[1.00] 0.09[1.00]