Description Usage Arguments Details Value Author(s) References See Also Examples
Print a summary of the sdwd
solution paths.
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x |
A fitted |
digits |
Specify the significant digits. |
... |
Additional print arguments. |
This function prints a two-column matrix with columns Df
and Lambda
, where the Df
column exhibits the number of nonzero coefficients and the Lambda
column displays the corresponding lambda
value. This function is modified based on the print
function from the gcdnet
and the glmnet
packages.
A two-column matrix with one column of the number of nonzero coefficients and a second column of lambda
values.
Boxiang Wang and Hui Zou
Maintainer: Boxiang Wang boxiang-wang@uiowa.edu
Wang, B. and Zou, H. (2016)
“Sparse Distance Weighted Discrimination", Journal of Computational and Graphical Statistics, 25(3), 826–838.
https://www.tandfonline.com/doi/full/10.1080/10618600.2015.1049700
Yang, Y. and Zou, H. (2013)
“An Efficient Algorithm for Computing the HHSVM and Its Generalizations",
Journal of Computational and Graphical Statistics, 22(2), 396–415.
https://www.tandfonline.com/doi/full/10.1080/10618600.2012.680324
Friedman, J., Hastie, T., and Tibshirani, R. (2010), "Regularization paths for generalized
linear models via coordinate descent," Journal of Statistical Software, 33(1), 1–22.
https://www.jstatsoft.org/v33/i01/paper
print.sdwd
, predict.sdwd
, coef.sdwd
, plot.sdwd
, and cv.sdwd
.
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