Table 13.

Simulation II ANOVA Results: Full ANOVA table for the prediction of the logit-corrected proportion of local optima ( $p_{lo}^{\ast }$)

Source	Df	Sum Sq	Mean Sq	F value	${\eta }^2$
K	1	56798	56798	27536.37	0.20
CDV	1	13733	13733	6657.74	0.05
SS	1	6158	6158	2985.57	0.02
MMP	1	418	418	202.73	0.00
O	1	10342	10342	5013.81	0.04
CT	1	7469	7469	3620.96	0.03
MVT	1	12	12	5.77	0.00
MVT/NMV	1	3299	3299	1599.22	0.01
KxCDV	1	5958	5958	2888.70	0.02
KxSS	1	1561	1561	756.56	0.01
KxMMP	1	399	399	193.51	0.00
KxO	1	5673	5673	2750.49	0.02
KxCT	1	6193	6193	3002.59	0.02
KxMVT	1	231	231	112.00	0.00
CDVxSS	1	1	1	0.70	0.00
CDVxMMP	1	3	3	1.33	0.00
CDVxO	1	2289	2289	1109.60	0.01
CDVxCT	1	807	807	391.33	0.00
CDVxMVT	1	182	182	88.42	0.00
SSxMMP	1	17	17	8.09	0.00
SSxO	1	1107	1107	536.65	0.00
SSxCT	1	553	553	267.97	0.00
SSxMVT	1	436	436	211.20	0.00
MMPxO	1	151	151	73.42	0.00
MMPxCT	1	7	7	3.52	0.00
MMPxMVT	1	71	71	34.38	0.00
OxCT	1	52	52	25.26	0.00
OxMVT	1	613	613	297.00	0.00
CTxMVT	1	204	204	99.00	0.00
KxMVT/NMV	1	933	933	452.19	0.00
CDVxMVT/NMV	1	758	758	367.58	0.00
SSxMVT/NMV	1	61	61	29.40	0.00
MMPxMVT/NMV	1	5	5	2.38	0.00
OxMVT/NMV	1	908	908	440.23	0.00
CTxMVT/NMV	1	63	63	30.59	0.00
Residuals	72864	150293	2
Total	72899	277758

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, MVT - masking variable type added to the data, NMV - the number of masking variables added to the data, indicated by MVT/NVM to indicate that the number of masking variables is nested within the masking variable type condition. ${\eta }^2$ - effect size, or $\mathit{SSR}/\mathit{SST}$.