Description Usage Arguments Value See Also Examples
Plot the stability path obtained from stability.MLGL
function
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x |
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log.lambda |
If TRUE, use log(lambda) instead of lambda in abscissa |
threshold |
Threshold for selection frequency |
... |
Other parameters for plot function |
A list containing :
Index of selected variables for the given threshold.
Index of the associated group.
Value of threshold
stability.MLGL
1 2 3 4 5 6 7 8 9 10 11 | set.seed(42)
# Simulate gaussian data with block-diagonal variance matrix containing 12 blocks of size 5
X <- simuBlockGaussian(50, 12, 5, 0.7)
# Generate a response variable
y <- X[,c(2,7,12)]%*%c(2,2,-2) + rnorm(50, 0, 0.5)
# Apply stability.MLGL method
res <- stability.MLGL(X, y)
selected <- plot(res)
print(selected)
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