Table B1.

Simulation results for the setting described in Section 4.1 with p = 25 and pairwise correlation 0.2

	Approx.% left after listwise deletion		L1	L2	MSPE	TP	TN	MCC
MCAR	50%	LDLS	1.705 (0.044)	0.371 (0.016)	1.363 (0.021)	5.97 (0.119)	14.16 (0.097)	0.603 (0.012)
		MILS	1.069 (0.031)	0.154 (0.008)	1.138 (0.013)	7.38 (0.095)	14.25 (0.098)	0.725 (0.012)
		LD lasso cv	1.75 (0.041)	0.289 (0.014)	1.242 (0.015)	8.4 (0.147)	8.69 (0.292)	0.437 (0.017)
		MIRLnoSS	1.489 (0.03)	0.21 (0.009)	1.18 (0.014)	9.51 (0.063)	4.37 (0.157)	0.301 (0.013)
		MIRL	1.407 (0.03)	0.262 (0.011)	1.227 (0.016)	6.02 (0.122)	14.82 (0.061)	0.673 (0.01)
	25%	LDLS	3.086 (0.073)	1.105 (0.049)	1.969 (0.044)	3.14 (0.186)	14.3 (0.104)	0.381 (0.018)
		MILS	1.119 (0.032)	0.169 (0.008)	1.153 (0.012)	7.13 (0.105)	14.32 (0.091)	0.711 (0.012)
		LD lasso cv	2.576 (0.067)	0.64 (0.027)	1.518 (0.026)	6.35 (0.263)	9.76 (0.367)	0.324 (0.019)
		MIRLnoSS	1.541 (0.032)	0.223 (0.009)	1.188 (0.014)	9.45 (0.067)	4.33 (0.171)	0.288 (0.014)
		MIRL	1.473 (0.035)	0.288 (0.012)	1.243 (0.015)	5.83 (0.134)	14.82 (0.052)	0.658 (0.01)
MAR	50%	LDLS	2.376 (0.064)	0.701 (0.032)	1.651 (0.036)	4.4 (0.16)	14.21 (0.105)	0.474 (0.016)
		MILS	1.431 (0.035)	0.241 (0.01)	1.229 (0.015)	7.39 (0.121)	13.54 (0.115)	0.663 (0.015)
		LD lasso cv	2.192 (0.052)	0.434 (0.019)	1.373 (0.02)	7.63 (0.171)	8.92 (0.352)	0.372 (0.021)
		MIRLnoSS	1.784 (0.033)	0.302 (0.011)	1.266 (0.015)	9.41 (0.065)	4.28 (0.168)	0.283 (0.014)
		MIRL	1.654 (0.036)	0.35 (0.014)	1.31 (0.016)	6.06 (0.147)	14.62 (0.09)	0.658 (0.011)
	25%	LDLS	3.747 (0.151)	1.716 (0.168)	2.53 (0.143)	2.37 (0.166)	14.1 (0.138)	0.294 (0.021)
		MILS	1.385 (0.034)	0.234 (0.01)	1.207 (0.016)	7.33 (0.129)	13.82 (0.098)	0.681 (0.015)
		LD lasso cv	2.792 (0.074)	0.773 (0.034)	1.669 (0.036)	5.76 (0.279)	10.51 (0.357)	0.315 (0.022)
		MIRLnoSS	1.805 (0.033)	0.31 (0.011)	1.263 (0.016)	9.32 (0.072)	4.27 (0.167)	0.268 (0.014)
		MIRL	1.67 (0.034)	0.358 (0.013)	1.304 (0.017)	5.84 (0.143)	14.73 (0.066)	0.65 (0.01)