mesquite

The mesquite bushes yields dataset from Gelman and Hill (2006)
(<a href="http://www.stat.columbia.edu/~gelman/arm/">http://www.stat.columbia.edu/~gelman/arm/</a>).

datasets

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

mesquite function

The response variable is the total weight (in grams) of
photosynthetic material as derived from actual harvesting of the bush. The
predictor variables are:<dl>
<dt>diam1</dt>
<dd>diameter of the canopy (the leafy area of the bush) in meters,
measured along the longer axis of the bush.</dd><dt>diam2</dt>
<dd>canopy diameter measured along the shorter axis.</dd><dt>canopy height</dt>
<dd>height of the canopy.</dd><dt>total height</dt>
<dd>total height of the bush.</dd><dt>density</dt>
<dd>plant unit density (# of primary stems per plant unit).</dd><dt>group</dt>
<dd>group of measurements (0 for the first group, 1 for the second
group).</dd>
</dl>

Format

The mesquite bushes yields dataset from Gelman and Hill (2006)
(<a href='http://www.stat.columbia.edu/~gelman/arm/'>http://www.stat.columbia.edu/~gelman/arm/</a>).

Mesquite data set — mesquite

The response variable is the total weight (in grams) of
photosynthetic material as derived from actual harvesting of the bush. The
predictor variables are:<dl>
<dt>diam1</dt>
<dd>diameter of the canopy (the leafy area of the bush) in meters,
measured along the longer axis of the bush.</dd>

<dt>diam2</dt>
<dd>canopy diameter measured along the shorter axis.</dd>

<dt>canopy height</dt>
<dd>height of the canopy.</dd>

<dt>total height</dt>
<dd>total height of the bush.</dd>

<dt>density</dt>
<dd>plant unit density (# of primary stems per plant unit).</dd>

<dt>group</dt>
<dd>group of measurements (0 for the first group, 1 for the second
group).</dd>


</dl>

Mesquite data set

mesquite: Mesquite data set

Description

Usage

Arguments

Format

References