. Author manuscript; available in PMC: 2019 Jun 1.

Published in final edited form as: Environmetrics. 2018 May 29;29(4):e2505. doi: 10.1002/env.2505

Table 4.

Model comparison for the Ocean Intervention III Data. Comparing WAIC with full likelihood values for modeling frameworks 1–5. WAIC estimates are reported for the same model seed of the program. The 5th and 95th percentiles of 100 runs with different model seeds are reported for WAIC.

Modeling Framework	Model Types	LPPD Estimate	P₂ Estimate	WAIC
Modeling Framework	Model Types	LPPD Estimate	P₂ Estimate	Estimate	(5%, 95%)
1	3-Variable (Hexane, Toluene, Xylene)	−277.7	9.2	573.9	(573.9, 574.2)
2	Bivariate × ANOVA (Hexane, Toluene) × (Xylene)	−280.7	7.0	575.3	(575.0, 575.2)
3	Bivariate × ANOVA (Hexane, Xylene) × (Toluene)	−283.7	6.9	581.3	(581.1, 581.3)
4	Bivariate × ANOVA (Toluene, Xylene) × (Hexane)	−285.7	6.3	584.0	(583.8, 584.0)
5	ANOVAs (Hexane)× (Xylene)× (Toluene)	−286.7	5.2	583.7	(583.6, 583.7)