Table D.3:

Type I Error Rate and MSE for Variance Structures

σκ	error variance	latent variance	total simulations	converged simulations	convergence rate (%)	type I error rate (%)	MSE
0.5	overall	overall	200	200	100.0	0.0	0.427
		subject	200	200	100.0	0.5	0.428
		sample	200	200	100.0	0.0	0.429
	subject	overall	200	200	100.0	0.5	0.429
		subject	200	200	100.0	0.5	0.431
		sample	200	200	100.0	0.0	0.432
	sample	overall	200	200	100.0	0.5	0.432
		subject	200	200	100.0	0.0	0.434
		sample	200	200	100.0	1.0	0.436
1.0	overall	overall	200	200	100.0	1.5	0.142
		subject	200	200	100.0	0.5	0.141
		sample	200	198	99.0	1.5	0.141
	subject	overall	200	198	99.0	1.5	0.142
		subject	200	200	100.0	1.0	0.142
		sample	200	198	99.0	1.5	0.142
	sample	overall	200	199	99.5	1.5	0.143
		subject	200	198	99.0	1.0	0.143
		sample	200	200	100.0	1.5	0.143
2.0	overall	overall	200	196	98.0	12.2	0.114
		subject	200	192	96.0	8.9	0.114
		sample	200	193	96.5	7.3	0.114
	subject	overall	200	192	96.0	12.0	0.114
		subject	200	196	98.0	8.7	0.114
		sample	200	187	93.5	9.6	0.114
	sample	overall	200	193	96.5	11.4	0.114
		subject	200	194	97.0	9.8	0.114
		sample	200	193	96.5	7.8	0.114