Table B3.

Simulation results for the setting described in Section 4.1 with p = 50 and pairwise correlation 0.2

	Approx.% left after listwise deletion		L1	L2	MSPE	TP	TN	MCC
MCAR	50%	LDLS	2.742 (0.087)	0.796 (0.036)	1.721 (0.039)	4.87 (0.166)	37.83 (0.206)	0.512 (0.016)
		MILS	1.403 (0.036)	0.234 (0.01)	1.205 (0.015)	7.43 (0.102)	38.22 (0.135)	0.726 (0.011)
		LD lasso cv	2.408 (0.07)	0.405 (0.015)	1.332 (0.021)	8.17 (0.13)	27.39 (0.626)	0.426 (0.012)
		MIRLnoSS	2.333 (0.034)	0.293 (0.009)	1.239 (0.016)	9.6 (0.053)	9.5 (0.282)	0.197 (0.008)
		MIRL	1.424 (0.031)	0.253 (0.01)	1.208 (0.016)	6.83 (0.105)	39.29 (0.13)	0.75 (0.01)
	25%	LDLS	5.946 (0.624)	6.475 (1.443)	6.637 (1.181)	0.875 (0.215)	38.286 (0.507)	0.175 (0.042)
		MILS	1.428 (0.037)	0.245 (0.011)	1.218 (0.017)	7.16 (0.104)	38.36 (0.133)	0.714 (0.011)
		LD lasso cv	3.539 (0.186)	0.985 (0.082)	1.799 (0.066)	5.38 (0.261)	30.56 (0.845)	0.307 (0.017)
		MIRLnoSS	2.366 (0.034)	0.299 (0.009)	1.238 (0.015)	9.59 (0.057)	9.01 (0.263)	0.188 (0.008)
		MIRL	1.458 (0.03)	0.266 (0.01)	1.223 (0.016)	6.59 (0.114)	39.34 (0.109)	0.734 (0.01)
MAR	50%	LDLS	4.179 (0.238)	2.021 (0.32)	2.837 (0.258)	2.152 (0.171)	38.152 (0.239)	0.28 (0.019)
		MILS	2.203 (0.07)	0.446 (0.019)	1.424 (0.021)	7.14 (0.119)	35.49 (0.267)	0.581 (0.015)
		LD lasso cv	2.879 (0.091)	0.632 (0.031)	1.536 (0.028)	6.85 (0.213)	29.41 (0.677)	0.381 (0.015)
		MIRLnoSS	2.799 (0.041)	0.411 (0.012)	1.37 (0.016)	9.7 (0.05)	8.16 (0.269)	0.184 (0.008)
		MIRL	1.891 (0.043)	0.382 (0.013)	1.35 (0.017)	6.67 (0.144)	37.24 (0.351)	0.642 (0.013)
	25%	LDLS	5.303 (1.752)	9.472 (8.068)	10.149 (7.689)	0 (0)	40 (0)	NaN (NA)
		MILS	2.087 (0.057)	0.428 (0.017)	1.366 (0.019)	6.89 (0.117)	36.28 (0.206)	0.591 (0.013)
		LD lasso cv	3.63 (0.113)	1.085 (0.044)	1.916 (0.041)	4.05 (0.263)	32.29 (0.737)	0.259 (0.016)
		MIRLnoSS	2.781 (0.04)	0.409 (0.012)	1.34 (0.016)	9.71 (0.054)	7.85 (0.333)	0.178 (0.009)
		MIRL	1.893 (0.041)	0.384 (0.013)	1.321 (0.016)	6.59 (0.133)	37.28 (0.344)	0.635 (0.013)