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

Published in final edited form as: Behav Res Methods. 2017 Feb;49(1):282–293. doi: 10.3758/s13428-015-0697-6

Table 3.

All p_lo results for Simulation I

	RV	ICEM	KM
Overall	.74	.59	.23
Clusters
2	.62	.32	.04
4	.73	.62	.22
6	.86	.83	.42
Variables
2	.73	.63	.11
4	.78	.63	.25
6	.70	.51	.32
SS
100	.64	.38	.21
500	.77	.69	.26
800	.80	.70	.21
Density
Equal-sized	.71	.57	.21
1 Small	.73	.58	.19
1 Large	.78	.62	.28
Overlap
Close	.91	.75	.32
Moderate	.69	.55	.19
Well	.61	.47	.17

Each cell is the average proportion of solutions with a unique BIC. Bold values indicate the lowest p_lo for the factor condition. RV, random values; ICEM, iteratively constrained EM; KM, k-means clustering; AHC, agglomerative hierarchical clustering; SS, sum score.