augdat_link_binom

This is the function which has to be supplied to <code>extend_family()</code>'s argument
<code>augdat_link</code> in case of the augmented-data projection for the <code><a href="/link/binomial()?package=projpred&version=2.8.0" data-mini-rdoc="projpred::binomial()">binomial()</a></code>
family.

Performs projection predictive feature selection for generalized linear
models (Piironen, Paasiniemi, and Vehtari, 2020, <doi:10.1214/20-EJS1711>)
with or without multilevel or additive terms (Catalina, Bürkner, and
Vehtari, 2022, <https://proceedings.mlr.press/v151/catalina22a.html>), for
some ordinal and nominal regression models (Weber, Glass, and Vehtari, 2023,
<arXiv:2301.01660>), and for many other regression models (using the latent
projection by Catalina, Bürkner, and Vehtari, 2021, <arXiv:2109.04702>,
which can also be applied to most of the former models). The package is
compatible with the 'rstanarm' and 'brms' packages, but other reference
models can also be used. See the vignettes and the documentation for more
information and examples.

Frank Weber

projpred

Projection Predictive Feature Selection

Juho Piironen

Markus Paasiniemi

Alejandro Catalina

Aki Vehtari

Jonah Gabry

Marco Colombo

Paul-Christian Bürkner

Hamada S. Badr

Brian Sullivan

Sölvi Rögnvaldsson

 The LME4 Authors

Yann McLatchie

Juho Timonen

augdat_link_binom function

<dl><dt>prb_arr</dt>
<dd>An array as described in section "Augmented-data projection"
of <code>extend_family()</code>'s documentation.</dd>
<dt>link</dt>
<dd>The same as argument <code>link</code> of <code><a href="/link/binomial()?package=projpred&version=2.8.0" data-mini-rdoc="projpred::binomial()">binomial()</a></code>.</dd></dl>

Arguments

This is the function which has to be supplied to <code>extend_family()</code>'s argument
<code>augdat_link</code> in case of the augmented-data projection for the <code><a href='https://rdrr.io/r/stats/family.html'>binomial()</a></code>
family.

Link function for augmented-data projection with binomial family — augdat_link_binom

<dl>

<dt>prb_arr</dt>
<dd>An array as described in section "Augmented-data projection"
of <code>extend_family()</code>'s documentation.</dd>


<dt>link</dt>
<dd>The same as argument <code>link</code> of <code><a href='https://rdrr.io/r/stats/family.html'>binomial()</a></code>.</dd>

</dl>

Link function for augmented-data projection with binomial family

augdat_link_binom: Link function for augmented-data projection with binomial family

Description

Usage

Value

Arguments