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. Author manuscript; available in PMC: 2011 Jul 12.
Published in final edited form as: J Am Stat Assoc. 2011 Mar;106(493):61–72. doi: 10.1198/jasa.2010.ap0950

Table 1.

Results from simulation studies

Simulation settings
Parameter estimation
MSE
R L β τ2 R L β τ2 Yij μ̂ij
S1 2.0 1.0 0.1 0.16 2.01 ± 0.01 1.04 ± 0.07 0.10 ± 0.01 0.16 ± 0.01 0.25 0.04
S2 2.0 1.0 0.2 0.16 2.01 ± 0.01 0.98 ± 0.05 0.20 ± 0.02 0.16 ± 0.01 0.25 0.07
S3 2.0 1.0 0.3 0.16 2.00 ± 0.01 1.04 ± 0.06 0.29 ± 0.02 0.16 ± 0.01 0.25 0.08
S4 2.0 1.0 0.4 0.16 2.00 ± 0.01 1.03 ± 0.06 0.38 ± 0.02 0.16 ± 0.01 0.25 0.10
S5 2.0 1.0 0.1 0.64 2.01 ± 0.01 1.03 ± 0.04 0.10 ± 0.01 0.65 ± 0.04 0.25 0.08
S6 2.0 1.0 0.2 0.64 2.01 ± 0.01 1.02 ± 0.04 0.19 ± 0.01 0.67 ± 0.03 0.25 0.12
S7 2.0 1.0 0.3 0.64 2.00 ± 0.01 0.99 ± 0.03 0.29 ± 0.01 0.64 ± 0.02 0.25 0.15
S8 2.0 1.0 0.4 0.64 2.01 ± 0.01 1.06 ± 0.06 0.39 ± 0.01 0.65 ± 0.0 0.25 0.18