High Dimensional Variable Selection with Error Control
Table 2
Probes and corresponding genes identified by the LASSO and MCP methods with FDR at for association with the prostate cancer metastases. The Adj. is based on the marginally adjusted values by the BH-FDR method.
Gene
Probe ID
Ch
Start
Stop
Adj.
LASSO
MCP
RAB25
2361272
chr1
156041891
156042035
0.003122859
CAMK2N1
2400181
chr1
20810150
20810212
0.003122859
LOC728875
2432120
chr1
143692898
143692956
0.007211879
AN07
2536262
chr2
242163962
242164581
0.003122859
FTH1
2590344
chr2
181551038
181551091
0.009379258
RPL7A
3284321
chr10
33483529
33483624
0.007451575
MKI67
3312502
chr10
129899547
129899701
0.003122859
MALAT1
3377635
chr11
65206468
65206658
0.009379258
MYBPC1
3428626
chr12
102030464
102030494
0.009379258
TMP0
3467302
chr12
98943231
98943926
0.008090076
UBE2C
3887068
chr20
44445472
44445507
0.001041641
DID01
3913561
chr20
156041891
156042035
0.003122859
Each gene is identified by the variable selection method.