gene {xtune} | R Documentation |
Simulated gene data to predict weight loss
Description
The simulated gene
data contains 50 observations, 200 predictors,
and an continuous outcome, bone mineral density. The external information Z is four previous study results that identifies the biological importance of genes.
Usage
data(gene)
Format
The gene
object is a list containing three elements:
GeneExpression: Matrix of gene expression predictors.
bonedensity: Continuous outcome variable
PreviousStudy: Whether each gene is identified by previous study results.
See Also
Examples
data(gene)
X <- gene$GeneExpression
Y <- gene$bonedensity
Z <- gene$PreviousStudy
fit <- xtune(X,Y,Z)
fit$penalty.vector
[Package xtune version 2.0.0 Index]