Table 3.
Spatial terms, estimates of autocorrelations, and variance components for spatially dependent () and independent residuals () from the best standard spatial (BSS) models fitted to grain yield data in two example trials
Trial | BSS modela | ||||
---|---|---|---|---|---|
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)