extra-families

Student_t

Family objects not in the set of default <code><a href="/link/family?package=projpred&version=2.8.0" data-mini-rdoc="projpred::family">family</a></code> objects.

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

extra-families function

<dl><dt>link</dt>
<dd>Name of the link function. In contrast to the default <code><a href="/link/family?package=projpred&version=2.8.0" data-mini-rdoc="projpred::family">family</a></code>
objects, this has to be a character string here.</dd>
<dt>nu</dt>
<dd>Degrees of freedom for the Student-\(t\) distribution.</dd></dl>

Arguments

Family objects not in the set of default <code><a href='https://rdrr.io/r/stats/family.html'>family</a></code> objects.

Extra family objects — extra-families

<dl>

<dt>link</dt>
<dd>Name of the link function. In contrast to the default <code><a href='https://rdrr.io/r/stats/family.html'>family</a></code>
objects, this has to be a character string here.</dd>


<dt>nu</dt>
<dd>Degrees of freedom for the Student-\(t\) distribution.</dd>

</dl>

Extra family objects

extra-families: Extra family objects

Description

Usage

Value

Arguments