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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 1:

Convergence Rate, Type I Error Rate, and MSE for Default PC Settings

default structure default σ0 σκ (simulation) convergence rate (%, out of 200) type I error rate (%) MSE
5x 1.0 × d 0.5 100.0 0.0 0.649
1.0 100.0 1.5 0.409
1.5 × d 0.5 100.0 0.0 0.658
1.0 100.0 19.0 0.432
10x 1.0 × d 0.5 100.0 1.0 0.623
1.0 99.5 0.0 0.308
1.5 × d 0.5 100.0 2.0 0.646
1.0 99.0 3.0 0.348
densest 1.0 × d 0.5 100.0 1.5 0.425
1.0 100.0 7.5 0.102
1.5 × d 0.5 100.0 0.0 0.517
1.0 100.0 0.0 0.116

Note: For a 10x10 grid of data, the densest support structure has 46 support sites.