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lass0 (version 1.1.0)

plot.lass0: Visualizing Lasso-Zero's estimates

Description

Plots the regression coefficients obtained by Lasso-Zero.

Usage

# S3 method for lass0
plot(x, ...)

Arguments

x

a "lass0" object

...

further arguments that can be passed to plot

Details

For a "lass0" object, produces boxplots of the M obtained estimates for each regression coefficient and indicates the threshold level tau. Coefficients whose median is larger than tau is absolute value are the ones selected by Lasso-Zero. Note that if lass0 was called with standardizeX = TRUE, the coefficients and threshold are represented on the standardized scale.

References

Descloux, P., & Sardy, S. (2018). Model selection with lasso-zero: adding straw to the haystack to better find needles. arXiv preprint arXiv:1805.05133. https://arxiv.org/abs/1805.05133

See Also

lass0 and qut.MC