geneticae
Statistical Tools for the Analysis of Multi Environment Agronomic Trials
Description
Data from multi environment agronomic trials, which are often carried out by plant breeders, can be analyzed with the tools offered by this package such as the Additive Main effects and Multiplicative Interaction model or 'AMMI' ('Gauch' 1992, ISBN:9780444892409) and the Site Regression model or 'SREG' ('Cornelius' 1996, <doi:10.1201/9780367802226>). Since these methods present a poor performance under the presence of outliers and missing values, this package includes robust versions of the 'AMMI' model ('Rodrigues' 2016, <doi:10.1093/bioinformatics/btv533>), and also imputation techniques specifically developed for this kind of data ('Arciniegas-Alarcón' 2014, <doi:10.2478/bile-2014-0006>).
Downloads
232
Last 30 days
13996th
232
Last 90 days
232
Last year
CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | OK |
| r-devel-linux-x86_64-debian-gcc | OK |
| r-devel-linux-x86_64-fedora-clang | NOTE |
| r-devel-linux-x86_64-fedora-gcc | NOTE |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (14 non-OK)
*
*
dependencies in R code
Namespaces in Imports field not imported from: ‘GGEBiplots’ ‘calibrate’ ‘graphics’ ‘matrixStats’ ‘prettydoc’ ‘reshape2’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘GGEBiplots’ ‘calibrate’ ‘graphics’ ‘matrixStats’ ‘prettydoc’ ‘reshape2’ All declared Imports should be used.
*
*
*
*
*
*
*
*
*
*
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
dependencies in R code
Namespaces in Imports field not imported from: ‘GGEBiplots’ ‘calibrate’ ‘graphics’ ‘matrixStats’ ‘prettydoc’ ‘reshape2’ All declared Imports should be used.
dependencies in R code
Namespaces in Imports field not imported from: ‘GGEBiplots’ ‘calibrate’ ‘graphics’ ‘matrixStats’ ‘prettydoc’ ‘reshape2’ All declared Imports should be used.