Flexible modelling of spatial variation in agricultural field trials with the R package INLA

Maria Lie Selle,Ingelin Steinsland,John M. Hickey,Gregor Gorjanc

Flexible modelling of spatial variation in agricultural field trials with the R package INLA

2019

Maria Lie Selle
Ingelin Steinsland
John M. Hickey
Gregor Gorjanc

Key message Established spatial models improve the analysis of agricultural field trials with or without genomic data and can be fitted with the open-source R package INLA.

Keywords:

Biology
Botany
Spatial variability
Cartography
Agriculture
Statistical inference
Separable space
Genetics
Laplace transform
Autoregressive model
Field trial
Stochastic partial differential equation
Gaussian random field
Applied mathematics

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