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. Author manuscript; available in PMC: 2018 Dec 1.

Published in final edited form as: Psychol Methods. 2017 Dec;22(4):687–704. doi: 10.1037/met0000112

Table 8.

Summary Statistics for Bayesian Estimates under SEM with the proposed Lasso prior to Ψ and SEM with the diagonal Ψ.

			N=200			N=500

	Par	True	BIAS	SE	RMS	BIAS	SE	RMS
SEM with Lasso prior to Ψ	γ₁	0.6	0.033	0.085	0.087	0.028	0.065	0.063
SEM with Lasso prior to Ψ	γ₂	−0.6	−0.030	0.086	0.079	−0.035	0.066	0.068
SEM with diagonal Ψ	γ₁	0.6	0.149	0.089	0.173	0.122	0.056	0.136
SEM with diagonal Ψ	γ₂	−0.6	−0.144	0.090	0.167	−0.133	0.056	0.143