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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 1.

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 (i) 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 3.70[0.88] 2.67[0.91] 2.03[0.93] 1.27[0.95] 0.73[0.95]
C 8.04[1.00] 5.92[1.00] 4.54[1.00] 2.88[1.00] 1.66[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 3.79 [0.76] 2.31 [0.87] 2.32[0.91] 1.40[0.94] 0.74[0.96]
C 7.57[0.93] 4.95[0.98] 5.14[1.00] 3.17[1.00] 1.69[1.00]
OE¯(α1,α0)
W 2.54[0.77] 1.44[0.88] 1.69[0.90] 1.04[0.94] 0.51 [0.94]
C 5.46[0.94] 3.21[1.00] 3.83[1.00] 2.37[1.00] 1.17[1.00]

ni = 1000
DE¯(α1)
W 0.86[0.66] 0.65[0.90] 0.50[0.90] 0.28[0.94] 0.15[0.95]
C 1.75[0.74] 1.44[0.91] 1.12[0.99] 0.63[1.00] 0.34[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 1.21[0.66] 0.89[0.90] 0.69[0.97] 0.38[0.98] 0.20[0.99]
C 2.35[0.69] 1.95[0.90] 1.56[0.99] 0.87[1.00] 0.46[1.00]
OE¯(α1,α0)
W 0.68[0.66] 0.48[0.90] 0.39[0.92] 0.21[0.96] 0.11[0.97]
C 1.31[0.66] 1.06[0.90] 0.88[0.99] 0.49[1.00] 0.26[1.00]