stars.select.RdTuning parameter selection in JGL by StARS
stars.select(inputlist, nlamb = 15, rep.num = 15, lambvec = NULL)
| inputlist | a list of matrices with Gaussian distributed counts |
|---|---|
| nlamb | integer, specify the number of tuning parameter candidate |
| rep.num | integer, the number of subsampling to perform, default is 15 |
| lambvec | vector, the candidate tuning parameter values for both lambda1 and lambda2 |
stars.l1: the stars tuning parameter selection result when fixing lambda2
stars.l2: the stars tuning parameter selection result when fixing lambda2
res: the JGL result ;
runtime: run time