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. Author manuscript; available in PMC: 2021 Apr 1.
Published in final edited form as: Spat Stat. 2020 Feb 19;36:100422. doi: 10.1016/j.spasta.2020.100422

Table D.5:

MSE for Variance Structures, by Support Structure

5x
8x
8alternate
12x
14alternate
23alternate
33alternate
46alternate MSE
σκ error var. latent var. # sims MSE # sims MSE # sims MSE # sims MSE # sims MSE # sims MSE # sims MSE # sims MSE
0.5 overall overall - - - - - - - - - - - - 1 0.464 199 0.427
subject - - - - - - - - - - - - 1 0.468 199 0.428
sample - - - - - - - - - - - - 1 0.469 199 0.429
subject overall - - - - - - - - - - - - 1 0.466 199 0.429
subject - - - - - - - - - - - - 1 0.469 199 0.431
sample - - - - - - - - - - - - 1 0.47 199 0.432
sample overall - - - - - - - - - - - - 1 0.466 199 0.432
subject - - - - - - - - - - - - 1 0.468 199 0.434
sample - - - - - - - - - - - - 1 0.473 199 0.435

1.0 overall overall - - 1 0.316 1 0.282 - - 10 0.225 56 0.161 132 0.125 - -
subject - - 1 0.316 1 0.282 - - 10 0.225 56 0.161 132 0.124 - -
sample - - 1 0.315 1 0.283 - - 10 0.225 54 0.16 132 0.124 - -
subject overall - - 1 0.316 1 0.282 - - 10 0.226 55 0.162 131 0.125 - -
subject - - 1 0.316 1 0.283 - - 10 0.226 56 0.162 132 0.125 - -
sample - - 1 0.316 1 0.284 - - 10 0.226 55 0.161 131 0.125 - -
sample overall - - 1 0.317 1 0.282 - - 10 0.226 55 0.163 132 0.126 - -
subject - - 1 0.317 1 0.283 - - 10 0.227 56 0.163 130 0.126 - -
sample - - 1 0.317 1 0.284 - - 10 0.226 56 0.162 132 0.126 - -

2.0 overall overall 5 0.154 14 0.122 106 0.121 36 0.1 33 0.097 2 0.089 - - - -
subject 5 0.155 14 0.122 105 0.121 34 0.1 32 0.097 2 0.089 - - - -
sample 5 0.155 14 0.122 103 0.121 36 0.1 33 0.097 2 0.089 - - - -
subject overall 5 0.155 14 0.122 102 0.121 36 0.1 33 0.097 2 0.089 - - - -
subject 5 0.155 14 0.122 106 0.121 36 0.1 33 0.097 2 0.089 - - - -
sample 4 0.157 14 0.122 101 0.121 35 0.1 31 0.097 2 0.089 - - - -
sample overall 4 0.148 14 0.122 104 0.122 36 0.1 33 0.097 2 0.089 - - - -
subject 5 0.155 14 0.122 105 0.122 35 0.1 33 0.098 2 0.089 - - - -
sample 4 0.154 14 0.122 106 0.122 35 0.1 32 0.098 2 0.089 - - - -