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To cite islasso in publications use:
Cilluffo G, Sottile G, La Grutta S, Muggeo V (2020). “The Induced Smoothed lasso: A practical framework for hypothesis testing in high dimensional regression.” Statistical Methods in Medical Research, 29(3), 765–777. doi:10.1177/0962280219842890.
To cite islasso manual in publications use:
Cilluffo G, Sottile G, Muggeo V (2019). The R package islasso: estimation and hypothesis testing in lasso regression, volume 0 number 0. doi:10.13140/RG.2.2.16360.11521.
Corresponding BibTeX entries:
@Article{,
title = {The Induced Smoothed lasso: A practical framework for
hypothesis testing in high dimensional regression},
author = {Giovanna Cilluffo and Gianluca Sottile and Stefania {La
Grutta} and Vito MR Muggeo},
journal = {Statistical Methods in Medical Research},
year = {2020},
volume = {29},
number = {3},
pages = {765--777},
doi = {10.1177/0962280219842890},
}
@Manual{,
title = {The R package islasso: estimation and hypothesis testing
in lasso regression},
author = {Giovanna Cilluffo and Gianluca Sottile and Vito MR
Muggeo},
journal = {Researchgate},
year = {2019},
volume = {0},
number = {0},
pages = {1--10},
doi = {10.13140/RG.2.2.16360.11521},
}
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.