Create a Solver class object using the LASSO P-Value solver

Create a Solver class object using the LASSO P-Value solver

LassoPVSolver(
  mtx.assay = matrix(),
  targetGene,
  candidateRegulators,
  quiet = TRUE
)

Arguments

mtx.assay

An assay matrix of gene expression data
targetGene

A designated target gene that should be part of the mtx.assay data
candidateRegulators

The designated set of transcription factors that could be associated with the target gene
quiet

A logical denoting whether or not the solver should print output

Value

A Solver class object with LASSO P-Value as the solver

See also

solve.LassoPV, getAssayData

Other Solver class objects: BayesSpikeSolver, EnsembleSolver, HumanDHSFilter-class, LassoSolver, PearsonSolver, RandomForestSolver, RidgeSolver, Solver-class, SpearmanSolver, SqrtLassoSolver, XGBoostSolver

Examples

load(system.file(package="trena", "extdata/ampAD.154genes.mef2cTFs.278samples.RData"))
target.gene <- "MEF2C"
tfs <- setdiff(rownames(mtx.sub), target.gene)
lassopv.solver <- LassoPVSolver(mtx.sub, target.gene, tfs)