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. 2017 Apr 3;130(7):1375–1392. doi: 10.1007/s00122-017-2894-4

Table 3.

Spatial terms, estimates of autocorrelations, and variance components for spatially dependent (σξ2) and independent residuals (σe2) from the best standard spatial (BSS) models fitted to grain yield data in two example trials

Trial BSS modela ρr ρc σξ2 σe2
DYS05 R + Spl(r) + AR1xAR1 + n 0.87 0.67 0.103 0.064
DAB08 R + AR1xAR1 + n 0.24 0.96 0.201 0.611

aR: random row effects; Spl(r): cubic smoothing spline indexed by row positions; AR1xAR1: correlated residual modelled as two-dimensional first-order autoregressive process; n: spatially independent residual (or nugget variance)