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ecreml R-package

Lifecycle: experimental

The ecreml R-package consists of a series of functions to aid agricultural scientists and data analysts implement the statistical methodology described in Mumford et al. (2023), which incorporates environmental covariates (ECs) into a multi-environment trial (MET) analysis to better understand the environmental drivers contributing to the genotype $\times$ environment $\times$ management practice (G $\times$ E $\times$ M) interaction. The overall aim of the ecreml R-package is to make it as easy as possible for scientists to implement the statistical methodology for their own MET data.

Installation

You can install the development version of ecreml from GitHub with:

# install.packages("remotes")
remotes::install_github("michaelhm-daf/ecreml", build_vignettes = TRUE)

Note: Licencing ASReml-R

ASReml-R is a proprietary R-package which is sold and supported by VSNi International, and requires a licence code to activate and run. Further information about the licence requirements can be obtained by VSNi directly.

The developers of ecreml do not provide support for ASReml-R, and any problems with ASReml-R software should be directed to VSNi International.

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Incorporates ECs into the analysis of agricultural trial data containing GxExM interactions

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