Package: CropBreeding 0.1.0

CropBreeding: Stability Analysis in Crop Breeding

Provides tools for crop breeding analysis including Genetic Coefficient of Variation (GCV), Phenotypic Coefficient of Variation (PCV), heritability, genetic advance calculations, stability analysis using the Eberhart-Russell model, two-way ANOVA for genotype-environment interactions, and Additive Main Effects and Multiplicative Interaction (AMMI) analysis. These tools are developed for crop breeding research and stability evaluation under various environmental conditions. The methods are based on established statistical and biometrical principles. Refer to Eberhart and Russell (1966) <doi:10.2135/cropsci1966.0011183X000600010011x> for stability parameters, Fisher (1935) "The Design of Experiments" <ISBN:9780198522294>, Falconer (1996) "Introduction to Quantitative Genetics" <ISBN:9780582243026>, and Singh and Chaudhary (1985) "Biometrical Methods in Quantitative Genetic Analysis" <ISBN:9788122433764> for foundational methodologies.

Authors:Prity Kumari [aut, cre]

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CropBreeding/json (API)

# Install 'CropBreeding' in R:
install.packages('CropBreeding', repos = c('https://prity-ai.r-universe.dev', 'https://cloud.r-project.org'))

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 175 downloads 4 exports 64 dependencies

Last updated 4 months agofrom:66b38ce9a2. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 12 2025
R-4.5-winOKMar 12 2025
R-4.5-macOKMar 12 2025
R-4.5-linuxOKMar 12 2025
R-4.4-winOKMar 12 2025
R-4.4-macOKMar 12 2025
R-4.4-linuxOKMar 12 2025
R-4.3-winOKMar 12 2025
R-4.3-macOKMar 12 2025

Exports:breeding_metricsgxe_analysis_multipleperform_ammi_single_traitstability_analysis

Dependencies:bootclicolorspacecpp11crayondplyrfansifarverforcatsgenericsGGallyggforceggplot2ggrepelggstatsgluegtablehmsisobandjsonlitelabelinglatticelifecyclelme4lmerTestmagrittrMASSmathjaxrMatrixmetanmgcvminqamunsellnlmenloptrnumDerivpatchworkpillarpkgconfigplyrpolyclipprettyunitsprogresspurrrR6rbibutilsRColorBrewerRcppRcppEigenRdpackreformulasrlangscalesstringistringrsystemfontstibbletidyrtidyselecttweenrutf8vctrsviridisLitewithr