<p>This dataset belongs to the USDA Northern Region Uniform Soybean Tests,
and it is a subset of the data used by Krause et al. (2023). It contains the
empirical best linear unbiased estimates of genotypic means of the seed yield
from 39 experimental genotypes evaluated in 14 locations. The original data, available at the package
<code>SoyURT</code>, has 4,257 experimental genotypes evaluated at 63 locations and
31 years resulting in 591 location-year combinations (environments) with
39,006 yield values.</p>

datasets

Use probability theory under the Bayesian framework for calculating the risk of selecting candidates in a multi-environment context. Contained are functions used to fit a Bayesian multi-environment model (based on the available presets), extract posterior values and maximum posterior values, compute the variance components, check the model’s convergence, and calculate the probabilities. For both across and within-environments scopes, the package computes the probability of superior performance and the pairwise probability of superior performance. Furthermore, the probability of superior stability and the pairwise probability of superior stability across environments is estimated. A joint probability of superior performance and stability is also provided.

Saulo Chaves

ProbBreed

Probability Theory for Selecting Candidates in Plant Breeding

Kaio Dias

Matheus Krause

soy function


<div class="section" id="soy">
<h3><code>soy</code></h3><p></p><p>
</p><p>A data frame with 823 rows and 3 columns:</p><dl>
<dt>Loc</dt>
<dd><p>14 locations</p></dd><p></p><p><dt>Gen</dt>
<dd><p>39 experimental genotypes</p></dd></p><p><dt>Y</dt>
<dd><p>435 EBLUEs (phenotypes)</p></dd></p><p>
</p></dl><p></p><p></p></div>


Format

Soybean real dataset — soy


<div class='section' id='soy'>
<h3><code>soy</code></h3>


<p>A data frame with 823 rows and 3 columns:</p><dl>
<dt>Loc</dt>
<dd><p>14 locations</p></dd>

<dt>Gen</dt>
<dd><p>39 experimental genotypes</p></dd>

<dt>Y</dt>
<dd><p>435 EBLUEs (phenotypes)</p></dd>


</dl>

</div>


soy: Soybean real dataset

Description

Usage

Arguments

Format

`soy`