Table 10.

Simulation I ANOVA Results: Full ANOVA table for the prediction of the logit-corrected proportion of local optima ( $p_{lo}^{\ast }$) for univariate data (K = 2, V = 1) with overlap defined by Cohen’s distance separation between two clusters

Source	Df	Sum Sq	Mean Sq	F value	${\eta }^2$
SS	1	0.30	0.30	0.12	0.00
MMP	1	92.20	92.20	43.91	0.02
CD	1	500.60	500.60	238.46	0.10
CT	1	611.20	611.20	291.17	0.13
SSxMMP	1	0.50	0.50	0.22	0.00
SSxCD	1	2.10	2.10	1.02	0.00
SSxCT	1	10.40	10.40	4.93	0.00
MMPxCD	1	3.30	3.30	1.56	0.00
MMPxCT	1	64.90	64.90	30.93	0.01
CDxCT	1	749.10	749.10	356.83	0.15
Residuals	1339	2810.90	2.10
Total	1349	4845.50

Note: $p_{lo}^{\ast }$ - logit-corrected proportion of local optima. SS - sample size, MMP - Minimum mixing proportion, CD - overlap defined by the average probability of misclassification of the points, CT - convergence tolerance of the EM algorithm, ${\eta }^2$ - effect size, or $\mathit{SSR}/\mathit{SST}$.