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FieldSimR: Simulation of Plot Errors and Phenotypes in Plant Breeding Field Trials
Simulates plot data in multi-environment field trials with one or more traits. Its core function generates plot errors that capture spatial trend, random error (noise), and extraneous variation, which are combined at a user-defined ratio. Phenotypes can be generated by combining the plot errors with simulated genetic values that capture genotype-by-environment (GxE) interaction using wrapper functions for the R package `AlphaSimR`.
Getting started
README.md
Simulation of genetic values based on a compound symmetry model for genotype-by-environment (GxE) interaction"
Simulation of genetic values based on an unstructured model for genotype-by-environment (GxE) interaction"
Simulation of plot errors and phenotypes in a plant breeding field trial"
Browse package contents
Package details |
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| Author | Christian Werner [aut, cre] (<https://orcid.org/0000-0001-9400-5061>), Daniel Tolhurst [aut] (<https://orcid.org/0000-0002-4787-080X>), Jon Bancic [ctb] |
| Maintainer | Christian Werner <werner.christian@proton.me> |
| License | GPL (>= 3) |
| Version | 1.4.0 |
| URL | https://github.com/crWerner/fieldsimr https://crwerner.github.io/fieldsimr/ |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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Try the FieldSimR package in your browser
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