Table 4 AIP model comparison.

From: Waterfowl occurrence and residence time as indicators of H5 and H7 avian influenza in North American Poultry

Model

DIC

WAIC

lCPO

Description

Model1

2134.42

1963.92

0.178

Space Only

Model2

1247.12

1215.90

0.062

Space + Clustering

Model3

1114.29

1084.77

0.054

Space + Time

Model4

1039.38

1019.96

0.051

Space + Time + Covariates

Model5

842.08

824.30

0.043

Joint Model (Duration)

Model6

836.47

821.35

0.042

Joint Model (Occurrence)

Model7

3710.55

3715.98

0.184

Non-Spatial + Covariates

  1. Deviance information criterion (DIC), Watanabe-Akaike information criterion (WAIC), and log-conditional predictive ordinate (lCPO). Lower values indicate improved parsimony. Joint models displayed in this table, metrics reflect the AIP occurrence probability level of the model only (Eq. 2).
Back to article page