soy_pat

This data set belongs to the Soybean Pan-African Trials (PAT). This subset has
the best linear unbiased estimates of grain yield (GY), plant height (PH) and
number of days to maturity (NDM) of 65 soybean genotypes evaluated over 19 environments.
The complete data set is available at Araújo et al. (2025) (check references).
It contains the empirical best linear unbiased estimates of
grain yield (GY), plant height (PH) and number of days to maturity (NDM)
from 65 experimental genotypes evaluated in 19 locations.

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_pat function

<div class="section" id="soy-pat">
<h3><code>soy_pat</code></h3>
A data frame with 540 rows and 5 columns:<dl>
<dt>Env</dt>
<dd>19 environments</dd><dt>Gen</dt>
<dd>65 experimental genotypes</dd><dt>Plant_Height</dt>
<dd>395 BLUEs - Plant height measurements</dd><dt>Grain_Yield</dt>
<dd>525 BLUEs - Grain yield measurements</dd><dt>Days_to_Maturity</dt>
<dd>312 BLUEs - Number of days to maturity</dd>
</dl></div>

Format

Soybean Pan-African Trials data set — soy_pat

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


A data frame with 540 rows and 5 columns:<dl>
<dt>Env</dt>
<dd>19 environments</dd>

<dt>Gen</dt>
<dd>65 experimental genotypes</dd>

<dt>Plant_Height</dt>
<dd>395 BLUEs - Plant height measurements</dd>

<dt>Grain_Yield</dt>
<dd>525 BLUEs - Grain yield measurements</dd>

<dt>Days_to_Maturity</dt>
<dd>312 BLUEs - Number of days to maturity</dd>


</dl>

</div>

soy_pat: Soybean Pan-African Trials data set

Description

Usage

Arguments

Format

`soy_pat`