Dear All,

I am using ASREML-R to fit unstructured (UN) and factor analytic (FA) model to explore complex structure of genotype by environment interaction in multienvironment yield data. There are 160 genotypes across 30 environments. It is highly unbalanced data. I used two-stage approach so my data is in two-way GxE table of mean with a single observation for every genotype by environment combination.

The unstructured model is fitted as

UN

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