A simulation-based comparison of Boruta, LASSO, and Elastic Net for variable selection in logistic regression, with an ovarian cancer miRNA application.
- DOI
- 10.1186/s12874-026-02939-5
- Published
- 2026 Aug 24
- Container
- BMC medical research methodology
- Publisher
- Not recorded
- Open access
- yes
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Cite this work
BibTeX
@article{allodium:10.1186/s12874-026-02939-5,
title = {A simulation-based comparison of Boruta, LASSO, and Elastic Net for variable selection in logistic regression, with an ovarian cancer miRNA application.},
author = {Arabi Belaghi R and Yurekli H and Hamidi F and Gilani N},
year = {2026},
journal = {BMC medical research methodology},
doi = {10.1186/s12874-026-02939-5},
url = {https://doi.org/10.1186/s12874-026-02939-5}
}RIS
TY - JOUR TI - A simulation-based comparison of Boruta, LASSO, and Elastic Net for variable selection in logistic regression, with an ovarian cancer miRNA application. AU - Arabi Belaghi R AU - Yurekli H AU - Hamidi F AU - Gilani N PY - 2026 JO - BMC medical research methodology DO - 10.1186/s12874-026-02939-5 UR - https://doi.org/10.1186/s12874-026-02939-5 ER -
APA
R, A. B., H, Y., F, H., & N, G. (2026). A simulation-based comparison of Boruta, LASSO, and Elastic Net for variable selection in logistic regression, with an ovarian cancer miRNA application.. BMC medical research methodology. https://doi.org/10.1186/s12874-026-02939-5
Source records
- pubmed · retrieved 2026-09-26T23:58:12.337Z