Skip to main content

Table 1 Simulation results

From: Ultra-high dimensional variable selection with application to normative aging study: DNA methylation and metabolic syndrome

Elastic net only

ISIS with elastic net

 
  

d=50

d=25

j

freq

j

freq

j

freq

474287

100

474287

100

474287

100

325547

96

126564

84

126564

87

126564

84

38487

68

38487

66

38487

76

325547

65

325547

54

70756

72

359976

26

359976

18

320060

64

384921

21

384921

18

270466

56

258231

19

425056

14

88446

55

425056

18

258231

12

278727

55

86441

15

292919

11

56822

53

329494

15

324153

11

35978

49

320139

14

329494

11

30499

48

90855

13

264984

9

322963

45

233845

13

320139

9

350509

45

324153

13

430210

8

61038

42

16510

12

358567

7

213264

42

361987

12

16510

6

223673

42

46090

11

44790

6

381178

42

264984

11

46090

6

452998

41

349498

11

233845

6

36696

40

86525

9

86525

5