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. Author manuscript; available in PMC: 2021 Apr 7.
Published in final edited form as: Stat Anal Data Min. 2021 Feb 5;14(2):144–167. doi: 10.1002/sam.11498

TABLE 4.

Twelve-cluster simulation

Variable Simulated by
X1 ~Binomial(m = 1, p = 0.5)
X2 ~Binomial(m = 1, p = 0.5)
X3 First 1000 ~ Uniform(0, 1),
second 1000 ~ Uniform(1.1, 2.1)
X4, …, Xd Noise variables ~ Uniform(0, 1)
Cluster X1 X2 X3
1 1 1 ≥1.1
2 1 1 ≤1.0
3 0 1 ≥1.1
4 0 1 ≤1.0
5 1 0 ≥1.1
6 1 0 ≤1.0
7 0 0 ≥1.1
8 0 0 ≤1.0
9 0 2 ≥1.1
10 0 2 ≤1.0
11 1 2 ≥1.1
12 1 2 ≤1.0