Table 2.
Summary of model diagnostics and clustering of model residuals based on LISA. Village and sub-village scale measures are means across all region-specific regressions. LISA based High-High and Low-Low clusters can be interpreted as spatial grouping of over- and underprediction, respectively.
| Whole-population Scale | Village Scale | Subvillage Scale | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Regression Diagnostics |
LISA Clusters | Regression Diagnostics |
LISA Clusters | Regression Diagnostics |
LISA Clusters | |||||||
| Year | MSE | AIC | High- High |
Low- Low |
Mean MSE |
AIC | High- High |
Low- Low |
Mean MSE |
AIC | High- High |
Low- Low |
| 2002 | 1.021 | 163.8 | 361 | 302 | 0.984 | 158.2 | 288 | 336 | 0.784 | 150.7 | 256 | 228 |
| 2007 | 1.132 | 181.9 | 383 | 261 | 1.076 | 176.9 | 324 | 294 | 0.865 | 168.3 | 218 | 173 |