Table 3 Information criterion statistics, for relative risk models of dengue disease, 2008–2015
From: Relative risk estimation of dengue disease at small spatial scale
Model | Deviance | p\(_{D}\) | DIC | Deviance | p\(_{D}\) | DIC | Deviance | p\(_{D}\) | DIC |
|---|---|---|---|---|---|---|---|---|---|
Global scale 2008–2015 | 2008 | 2008 | |||||||
\(u_{i} + v_{i}\) | 2098.0 | 268.3 | 2366.3 | 1290.5 | 168.5 | 1459.0 | 1428.0 | 191.9 | 1619.9 |
\(u_{i} + v_{i} + \beta _{1}\) | 2097.2 | 267.4 | 2364.6 | 1291.3 | 168.7 | 1460.0 | 1427.7 | 190.7 | 1618.4 |
\(u_{i} + v_{i} +\beta _{2}\) | 2097.3 | 267.4 | 2364.7 | 1289.8 | 168.2 | 1458.0 | 1427.0 | 192.2 | 1619.2 |
\(u_{i} + v_{i} + \beta _{1} + \beta _{2}\) | 2097.8 | 267.9 | 2365.8 | 1289.5 | 168.7 | 1458.2 | 1427.9 | 191.7 | 1619.6 |
\(w_{i}\) | 2098.1 | 268.9 | 2367.1 | 1296.2 | 163.3 | 1459.5 | 1428.8 | 196.0 | 1624.8 |
\(w_{i} + \beta _{1} + \beta _{2}\) | 2098.1 | 268.6 | 2366.7 | 1295.7 | 163.5 | 1459.1 | 1429.0 | 194.5 | 1623.5 |
\(w_{i} + \beta _{1}\) | 2098.3 | 268.9 | 2367.2 | 1294.5 | 163.3 | 1457.8 | 1429.1 | 194.5 | 1623.6 |
\(w_{i} + \beta _{2}\) | 2098.0 | 269.0 | 2367.0 | 1296.2 | 163.7 | 1459.9 | 1428.7 | 196.0 | 1624.6 |
\(\beta _{1} + b_{i,1} + \beta _{2} + b_{i,2}\) | 2108.4 | 261.8 | 2370.2 | 1323.6 | 157.2 | 1480.8 | 1443.5 | 186.9 | 1630.5 |
\(\beta _{1} + b_{i,1}\) | 2113.8 | 257.0 | 2370.8 | 1346.2 | 140.6 | 1486.9 | 1465.5 | 175.7 | 1641.3 |
\(\beta _{2} + b_{i,2}\) | 2279.2 | 267.1 | 2546.3 | 1423.8 | 133.7 | 1557.5 | 1616.1 | 158.7 | 1774.8 |
2010 | 2011 | 2012 | |||||||
\(u_{i} + v_{i}\) | 1684.3 | 233.5 | 1917.7 | 1063.3 | 120.5 | 1183.8 | 1198.4 | 164.8 | 1363.2 |
\(u_{i} + v_{i} + \beta _{1}\) | 1683.9 | 232.6 | 1916.5 | 1063.5 | 120.6 | 1184.1 | 1199.6 | 165.6 | 1365.2 |
\(u_{i} + v_{i} +\beta _{2}\) | 1684.4 | 233.8 | 1918.2 | 1063.0 | 119.9 | 1182.9 | 1198.2 | 165.6 | 1363.8 |
\(u_{i} + v_{i} + \beta _{1} + \beta _{2}\) | 1683.7 | 232.8 | 1916.5 | 1063.6 | 121.4 | 1185.0 | 1198.5 | 165.9 | 1364.5 |
\(w_{i}\) | 1685.6 | 236.9 | 1922.5 | 1072.2 | 115.1 | 1187.3 | 1208.2 | 163.3 | 1371.4 |
\(w_{i} + \beta _{1} + \beta _{2}\) | 1686.0 | 236.0 | 1922.0 | 1071.0 | 117.4 | 1188.4 | 1207.7 | 163.6 | 1371.3 |
\(w_{i} + \beta _{1}\) | 1686.0 | 236.5 | 1922.6 | 1072.2 | 115.9 | 1188.2 | 1208.4 | 163.3 | 1371.7 |
\(w_{i} + \beta _{2}\) | 1684.0 | 236.2 | 1920.2 | 1071.8 | 115.9 | 1187.7 | 1207.8 | 163.8 | 1371.7 |
\(\beta _{1} + b_{i,1} + \beta _{2} + b_{i,2}\) | 1694.3 | 227.6 | 1921.8 | 1065.9 | 121.0 | 1186.9 | 1206.8 | 156.6 | 1363.4 |
\(\beta _{1} + b_{i,1}\) | 1699.1 | 220.5 | 1919.6 | 1077.6 | 100.7 | 1178.4 | 1214.9 | 146.8 | 1361.8 |
\(\beta _{2} + b_{i,2}\) | 1823.0 | 228.0 | 2051.0 | 1168.5 | 69.3 | 1237.8 | 1332.8 | 119.6 | 1452.4 |
2013 | 2014 | 2015 | |||||||
\(u_{i} + v_{i}\) | 1556.9 | 216.5 | 1773.4 | 1582.5 | 216.7 | 1799.2 | 1443.9 | 193.5 | 1637.4 |
\(u_{i} + v_{i} + \beta _{1}\) | 1557.8 | 215.3 | 1773.1 | 1581.9 | 216.4 | 1798.3 | 1443.2 | 193.3 | 1636.5 |
\(u_{i} + v_{i} +\beta _{2}\) | 1557.4 | 216.2 | 1773.6 | 1582.5 | 216.6 | 1799.2 | 1443.4 | 193.4 | 1636.8 |
\(u_{i} + v_{i} + \beta _{1} + \beta _{2}\) | 1557.7 | 215.4 | 1773.1 | 1581.8 | 217.3 | 1799.1 | 1443.4 | 193.8 | 1637.2 |
\(w_{i}\) | 1560.0 | 216.5 | 1776.5 | 1586.4 | 220.0 | 1806.4 | 1447.1 | 197.5 | 1644.6 |
\(w_{i} + \beta _{1} + \beta _{2}\) | 1559.9 | 215.4 | 1775.3 | 1584.6 | 219.3 | 1803.9 | 1447.1 | 197.2 | 1644.3 |
\(w_{i} + \beta _{1}\) | 1560.0 | 215.0 | 1775.0 | 1585.2 | 219.4 | 1804.7 | 1446.8 | 196.9 | 1643.7 |
\(w_{i} + \beta _{2}\) | 1560.4 | 216.8 | 1777.2 | 1584.8 | 219.4 | 1804.2 | 1447.1 | 197.2 | 1644.3 |
\(\beta _{1} + b_{i,1} + \beta _{2} + b_{i,2}\) | 1570.4 | 202.8 | 1773.1 | 1589.6 | 209.7 | 1799.3 | 1452.5 | 179.6 | 1632.1 |
\(\beta _{1} + b_{i,1}\) | 1579.3 | 192.9 | 1772.2 | 1597.2 | 202.3 | 1799.5 | 1452.9 | 176.2 | 1629.1 |
\(\beta _{2} + b_{i,2}\) | 1912.6 | 178.8 | 2091.4 | 1764.9 | 200.9 | 1965.8 | 1635.3 | 160.2 | 1795.5 |