Table B6.

Simulation results for the setting described in Section 4.1 with p = 100 and pairwise correlation 0.6

	Approx.% left after listwise deletion		L1	L2	MSPE	TP	TN	MCC
MCAR	50%	LDLS	8.317 (1.357)	8.944 (1.951)	7.478 (1.716)	0.63 (0.187)	86.261 (1.273)	0.079 (0.032)
		MILS	3.576 (0.11)	1.136 (0.044)	1.959 (0.077)	4.64 (0.128)	85.5 (0.292)	0.444 (0.013)
		LD lasso cv	3.451 (0.117)	0.836 (0.028)	1.349 (0.017)	4.74 (0.256)	77.33 (1.201)	0.323 (0.014)
		MIRLnoSS	4.814 (0.063)	0.707 (0.019)	1.299 (0.015)	9.34 (0.082)	18.38 (0.43)	0.106 (0.007)
		MIRL	2.633 (0.077)	0.571 (0.019)	1.303 (0.018)	6.02 (0.146)	82.37 (0.912)	0.506 (0.013)
	25%	LDLS	NaN (NA)	NaN (NA)	NaN (NA)	NaN (NA)	NaN (NA)	NaN (NA)
		MILS	3.404 (0.101)	1.095 (0.043)	1.927 (0.059)	4.34 (0.124)	86.21 (0.258)	0.444 (0.013)
		LD lasso cv	3.829 (0.148)	1.193 (0.048)	1.509 (0.025)	2.29 (0.241)	82.56 (1.03)	0.209 (0.018)
		MIRLnoSS	4.827 (0.063)	0.715 (0.02)	1.316 (0.016)	9.31 (0.072)	17.86 (0.439)	0.099 (0.007)
		MIRL	2.639 (0.071)	0.587 (0.02)	1.338 (0.018)	5.97 (0.138)	82.93 (0.796)	0.505 (0.013)
MAR	50%	LDLS	NaN (NA)	NaN (NA)	NaN (NA)	NaN (NA)	NaN (NA)	NaN (NA)
		MILS	9.291 (0.248)	3.574 (0.122)	3.08 (0.092)	4.4 (0.162)	72.09 (0.597)	0.18 (0.013)
		LD lasso cv	3.565 (0.116)	0.991 (0.032)	1.455 (0.02)	3.39 (0.266)	80.62 (1.029)	0.259 (0.016)
		MIRLnoSS	6.717 (0.101)	1.243 (0.033)	1.562 (0.024)	9.5 (0.064)	12.32 (0.366)	0.076 (0.007)
		MIRL	4.969 (0.119)	1.171 (0.034)	1.562 (0.025)	6.21 (0.196)	66.46 (1.295)	0.263 (0.013)
	25%	LDLS	NaN (NA)	NaN (NA)	NaN (NA)	NaN (NA)	NaN (NA)	NaN (NA)
		MILS	8.231 (0.235)	3.273 (0.119)	3.177 (0.161)	3.84 (0.152)	75.92 (0.527)	0.183 (0.013)
		LD lasso cv	4.046 (0.165)	1.373 (0.06)	1.625 (0.033)	1.63 (0.195)	83.52 (0.927)	0.169 (0.019)
		MIRLnoSS	6.625 (0.104)	1.22 (0.034)	1.518 (0.022)	9.51 (0.063)	12.58 (0.373)	0.079 (0.007)
		MIRL	4.957 (0.137)	1.16 (0.036)	1.531 (0.025)	6.11 (0.21)	64.59 (1.637)	0.245 (0.014)