hdcuremodels

hdcuremodels-package

Provides functions for fitting various penalized parametric and semi-parametric mixture cure models with different penalty functions, testing for a significant cure fraction, and testing for sufficient follow-up as described in Fu et al (2022)tools:::Rd_expr_doi("10.1002/sim.9513") and Archer et al (2024)tools:::Rd_expr_doi("10.1186/s13045-024-01553-6"). False discovery rate controlled variable selection is provided using model-X knock-offs.

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Provides functions for fitting various penalized parametric and semi-parametric mixture cure models with different penalty functions, testing for a significant cure fraction, and testing for sufficient follow-up as described in Fu et al (2022)<doi:10.1002/sim.9513> and Archer et al (2024)<doi:10.1186/s13045-024-01553-6>. False discovery rate controlled variable selection is provided using model-X knock-offs.

Kellie Archer

High-Dimensional Cure Models

Han Fu

Kellie J. Archer

Tung Lam Nguyen

Panagiotis Papastamoulis

hdcuremodels-package function

Maintainer: Kellie J. Archer <a href="/link/archer.43%40osu.edu?package=hdcuremodels&version=0.0.6" data-mini-rdoc="hdcuremodels::archer.43@osu.edu">archer.43@osu.edu</a> (<a href="https://orcid.org/0000-0003-1555-5781">ORCID</a>)
Authors:<ul>
<li>Han Fu</li>
</ul>Other contributors:<ul>
<li>Tung Lam Nguyen <a href="/link/nguyenlamtung10%40gmail.com?package=hdcuremodels&version=0.0.6" data-mini-rdoc="hdcuremodels::nguyenlamtung10@gmail.com">nguyenlamtung10@gmail.com</a> (Reviewed the package for ROpenSci) [reviewer]</li>
<li>Panagiotis Papastamoulis <a href="/link/papapast%40yahoo.gr?package=hdcuremodels&version=0.0.6" data-mini-rdoc="hdcuremodels::papapast@yahoo.gr">papapast@yahoo.gr</a> (Reviewed the package for ROpenSci) [reviewer]</li>
</ul>

Author

hdcuremodels: High-Dimensional Cure Models — hdcuremodels-package

Maintainer: Kellie J. Archer <a href='mailto:archer.43@osu.edu'>archer.43@osu.edu</a> (<a href='https://orcid.org/0000-0003-1555-5781'>ORCID</a>)
Authors:<ul>
<li>Han Fu</li>
</ul>

Other contributors:<ul>
<li>Tung Lam Nguyen <a href='mailto:nguyenlamtung10@gmail.com'>nguyenlamtung10@gmail.com</a> (Reviewed the package for ROpenSci) [reviewer]</li>
<li>Panagiotis Papastamoulis <a href='mailto:papapast@yahoo.gr'>papapast@yahoo.gr</a> (Reviewed the package for ROpenSci) [reviewer]</li>
</ul>

hdcuremodels-package: hdcuremodels: High-Dimensional Cure Models

Description

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