Ecology Tamm Seminar, SLU: Testing significance of principal components

 A multi-environment cultivar experiment will serve as an example. This experiment includes 10 genotypes of peanut observed in 15 environments. The conclusions from the analysis depend on how many principal components are retained in the model. A recently published method on how to determine the significance of the principal components, using parametric bootstrap methodology, will be presented.