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. 2024 Jan 11;17(2):703–727. doi: 10.1007/s12061-023-09563-6

Table 5.

Performances of a hierarchical structure with different combinations of spatial autocorrelation processes at lowest constituency level

Model Autoregressive spatial process(es) AIC RMSE adjR2 Loglik
1 constituency component 2336 1.43 0.76 −1015
2 varying coefficients 2373 1.62 0.73 −1086
3 constituency component + varying coefficients 2381 1.64 0.73 −1094

Models 1 and 2 each incorporate one type of process while Model 3 includes both. Model 1 performs best on all metrics