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Description

Stability Analysis of Genotype by Environment Interaction (GEI).

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>), Additive Main Effects and Multiplicative Interaction (AMMI) method and Genotype plus Genotypes by Environment (GGE) Interaction methods.

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

Version : 0.5.0; Copyright (C) 2018-2024: License: GPL-2|GPL-3
Muhammad Yaseen1,2, 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


minimal Rversion License: GPLv3 CRAN_Status_Badge rstudio mirrordownloads

develVersion

Project Status:WIP lifecycle Last-changedate ***

Description

Functionalities to perform Stability Analysis of Genotype by Environment Interaction (GEI) to identify superior and stable genotypes under diverse environments. It performs Eberhart & Russel’s ANOVA (1966) (<doi:10.2135/cropsci1966.0011183X000600010011x>), Finlay and Wilkinson (1963) Joint Linear Regression (<doi:10.1071/AR9630742>), Wricke (1962, 1964) Ecovalence, Shukla’s stability variance parameter (1972) (<doi:10.1038/hdy.1972.87>) and Kang’s (1991) (<doi:10.2134/agronj1991.00021962008300010037x](https://doi.org/10.2135/cropsci1966.0011183X000600010011x%3E), Finlay and Wilkinson (1963) Joint Linear Regression (doi:10.1071/AR9630742), Wricke (1962, 1964) Ecovalence, Shukla’s stability variance parameter (1972) (doi:10.1038/hdy.1972.87) and Kang’s (1991) (<doi:10.2134/agronj1991.00021962008300010037x)) simultaneous selection for high yielding and stable parameter.

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")
To cite package 'stability' in publications use:

  Muhammad Yaseen, Kent M. Eskridge, Ghulam Murtaza (2018). _stability:
  Stability Analysis of Genotype by Environment Interaction (GEI)_. R
  package version 0.5.0,
  <https://CRAN.R-project.org/package=stability>.

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} and {Ghulam Murtaza}},
    year = {2018},
    note = {R package version 0.5.0},
    url = {https://CRAN.R-project.org/package=stability},
  }
Metadata

Version

0.6.0

License

Unknown

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