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Empirical comparison of time series models and tensor product penalised splines for modelling spatial dependence in plant breeding field trials

Plant breeding field trials are typically arranged as a row by column rectangular lattice. They have been widely analysed using linear mixed models in which low order autoregressive integrated moving average (ARIMA) time series models, and the subclass of separable lattice processes, are used to acc...

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Detalles Bibliográficos
Autores principales: Gogel, Beverley, Welham, Sue, Cullis, Brian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9987337/
https://www.ncbi.nlm.nih.gov/pubmed/36891132
http://dx.doi.org/10.3389/fpls.2022.1021143