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. 2011 Mar 4;12(4):624–636. doi: 10.1093/biostatistics/kxq085

Table 4.

Mean (empirical standard deviation) of maximum likelihood estimates of parameters from the NEC model across 500 simulated data sets using J = 2,4,10 repeat measurements when the true proportion of never consumers is 87%: With and without FFQ adjustment

Parameter Without FFQ adjustment
With FFQ adjustment
J = 2 J = 4 J = 10 J = 2 J = 4 J = 10
γ1 1.87 (0.19) 2.03 (0.10) 2.06 (0.08) 0.14 (0.09) 0.13 (0.06) 0.13 (0.04)
γ2 2.58 (0.14) 2.78 (0.08) 2.84 (0.07) 0.92 (0.08) 0.92 (0.06) 0.92 (0.05)
σu12 7.19 (2.26) 3.67 (0.59) 3.17 (0.27) 0.14 (0.16) 0.07(0.06) 0.04 (0.02)
σu22 4.17 (0.35) 3.79 (0.24) 3.66 (0.18) 0.61 (0.07) 0.61 (0.05) 0.61 (0.04)
ρ 0.88 (0.03) 0.91 (0.01) 0.92 (0.01) 0.41 (0.50) 0.61 (0.32) 0.72 (0.19)
σϵ2 1.28 (0.07) 1.28 (0.04) 1.28 (0.02) 1.28 (0.07) 1.28 (0.04) 1.28 (0.02)
ξ1 - - - 0.91 (0.06) 0.90 (0.04) 0.90 (0.02)
ξ2 - - - 0.88 (0.02) 0.88 (0.02) 0.88 (0.02)
H(γ0) 0.96 (0.04) 0.88 (0.01) 0.88 (0.01) 0.38 (0.04) 0.37 (0.04) 0.37 (0.03)
Proportion of consumers 0.96 (0.04) 0.88 (0.01) 0.88 (0.01) 0.87 (0.01) 0.87 (0.01) 0.87 (0.01)