From: Lung cancer and COPD rates in Apulia: a multilevel multimember model for smoothing disease mapping
 | Lung Cancer | |||||
---|---|---|---|---|---|---|
 | A - Model with spatial effect | B - Model with spatial effect and ASL effect | C - Model with spatial effect and risk Area effect | |||
 | Estimate | St. Error | Estimate | St. Error | Estimate | St. Error |
Fixed part Intercept | 0.0169 | 0.0596 | -0.0369 | 0.0575 | 0.0826 | 0.0759 |
Random part | Â | Â | Â | Â | Â | Â |
σ 2 u heterogeneity | 0.0336* | 0.0144 | 0.0402* | 0.0154 | 0.0272 | 0.0147 |
σ 2 v clustering | 0.6940* | 0.3025 | 0.2635 | 0.2498 | 0.7179* | 0.3043 |
σ 2 w ASL |  |  | 0.0218 | 0.0203 |  |  |
σ 2 w environmental risk area |  |  |  |  | 0.0064 | 0.0085 |
   n i | 29.07 |  | 29.07 |  | 29.07 |  |
   m i |  |  | 43.00 |  | 19.85 |  |
   σ2 v/n i | 0.0239 |  | 0.0091 |  | 0.0247 |  |
   σ2 w/m i |  |  | 0.0005 |  | 0.0003 |  |
σ 2 TOTALE | 0.0575 |  | 0.0498 |  | 0.0522 |  |
AIC | 390.6 | 389.4 | 393.2 | |||
 | COPD | |||||
 | A - Model with spatial effect | B - Model with spatial effect and ASL effect | C - Model with spatial effect and risk Area effect | |||
 | Estimate | St. Error | Estimate | St. Error | Estimate | St. Error |
Fixed part Intercept | -0.1137 | 0.0953 | -0.0327 | 0.1286 | -0.1137 | 0.0953 |
Random part | Â | Â | Â | Â | Â | Â |
σ 2 u heterogeneity | 0.0722* | 0.0152 | 0.0755* | 0.0147 | 0.0722* | 0.0152 |
σ 2 v clustering | 2.1485* | 0.9170 | 0.7946 | 0.5500 | 2.1485* | 0.9170 |
σ 2 w ASL |  |  | 0.0747 | 0.0557 |  |  |
σ 2 w environmental risk area |  |  |  |  | 0.0000 | - |
n i | 29.07 | Â | 29.07 | Â | 29.07 | Â |
m i | Â | Â | 43.00 | Â | 19.85 | Â |
σ2v/n i | 0.0739 |  | 0.0273 |  | 0.0739 |  |
σ2w/m i |  |  | 0.0017 |  | 0.0000 |  |
σ 2 TOTALE | 0.1461 |  | 0.1045 |  | 0.1461 |  |
AIC | 311.4 | Â | 297.4 | Â | 311.4 | Â |