ktweedie

ktweedie-package

Kernel-based 'Tweedie' compound Poisson gamma model using high-dimensional predictors for the analyses of zero-inflated response variables. The package features built-in estimation, prediction and cross-validation tools and supports choice of different kernel functions. For more details, please see Yi Lian, Archer Yi Yang, Boxiang Wang, Peng Shi &amp; Robert William Platt (2023) tools:::Rd_expr_doi("10.1080/00401706.2022.2156615").

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Kernel-based 'Tweedie' compound Poisson gamma model using high-dimensional predictors for the analyses of zero-inflated response variables. The package features built-in estimation, prediction and cross-validation tools and supports choice of different kernel functions. For more details, please see Yi Lian, Archer Yi Yang, Boxiang Wang, Peng Shi & Robert William Platt (2023) <doi:10.1080/00401706.2022.2156615>.

Yi Lian

'Tweedie' Compound Poisson Model in the Reproducing Kernel
Hilbert Space

Archer Yi Yang

Boxiang Wang

Peng Shi

Robert W. Platt

ktweedie-package function

Maintainer: Yi Lian <a href="/link/yi.lian%40mail.mcgill.ca?package=ktweedie&version=1.0.3" data-mini-rdoc="ktweedie::yi.lian@mail.mcgill.ca">yi.lian@mail.mcgill.ca</a>
Authors:<ul>
<li>Archer Yi Yang [copyright holder]</li>
<li>Boxiang Wang</li>
<li>Peng Shi</li>
<li>Robert W. Platt</li>
</ul>

Author

ktweedie: 'Tweedie' Compound Poisson Model in the Reproducing Kernel Hilbert Space — ktweedie-package

Maintainer: Yi Lian <a href='mailto:yi.lian@mail.mcgill.ca'>yi.lian@mail.mcgill.ca</a>
Authors:<ul>
<li>Archer Yi Yang [copyright holder]</li>
<li>Boxiang Wang</li>
<li>Peng Shi</li>
<li>Robert W. Platt</li>
</ul>

ktweedie-package: ktweedie: 'Tweedie' Compound Poisson Model in the Reproducing Kernel Hilbert Space

Description

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Author