stability: Stability Analysis of Genotype by Environment Interaction (GEI)

Version : 0.7.0; Copyright (C) 2018-2024: License: GPL-2|GPL-3

Muhammad Yaseen^1,2, and Kent M. Eskridge³

1. School of Mathematical & Statistical Sciences, Clemson University, Clemson, South Carolina, USA

2. Department of Mathematics and Statistics, University of Agriculture Faisalabad, Pakistan

3. Department of Statistics, University of Nebraska Lincoln, NE, USA

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Description

Provides functionalities for performing stability analysis of genotype by environment interaction (GEI) to identify superior and stable genotypes across diverse environments. It implements Eberhart and Russell’s ANOVA method (1966)(doi:10.2135/cropsci1966.0011183X000600010011x>), Finlay and Wilkinson’s Joint Linear Regression method (1963) (<doi:10.1071/AR9630742>), Wricke’s Ecovalence (1962, 1964), Shukla’s stability variance parameter (1972) (<doi:10.1038/hdy.1972.87>), Kang’s simultaneous selection for high yield and stability (1991) (<doi:10.2134/agronj1991.00021962008300010037x, Finlay and Wilkinson’s Joint Linear Regression method (1963) (doi:10.1071/AR9630742), Wricke’s Ecovalence (1962, 1964), Shukla’s stability variance parameter (1972) (doi:10.1038/hdy.1972.87), Kang’s simultaneous selection for high yield and stability (1991) (<doi:10.2134/agronj1991.00021962008300010037x)), Additive Main Effects and Multiplicative Interaction (AMMI) method and Genotype plus Genotypes by Environment (GGE) Interaction methods.

Installation

The package can be installed from CRAN as follows:

install.packages("stability", dependencies = TRUE)

The development version can be installed from github as follows:

if (!require("remotes")) install.packages("remotes")
remotes::install_github("myaseen208/stability")

What’s new

To know whats new in this version type:

news(package = "stability")

Links

CRAN page

Github page

Documentation website

Citing stability

To cite the methods in the package use:

citation("stability")
Please, support this project by citing it in your publications!

  Yaseen M, Eskridge KM (2018). _stability: Stability Analysis of
  Genotype by Environment Interaction (GEI)_.

A BibTeX entry for LaTeX users is

  @Manual{,
    title = {stability: Stability Analysis of Genotype by Environment Interaction (GEI)},
    author = {Muhammad Yaseen and Kent M. Eskridge},
    year = {2018},
    journal = {The Comprehensive R Archive Network (CRAN)},
  }