. Author manuscript; available in PMC: 2021 Feb 12.

Published in final edited form as: Bayesian Anal. 2019 Jun 11;14(3):829–855. doi: 10.1214/18-ba1132

Table 3:

Parameter estimates and 95% credible intervals (CrIs) for the spatiotemporal ZINB model in simulation study 3.

Model Component	Parameter	Simulated Value	Posterior Mean (95% CrI)
Binary	β₁₀	−0.25	−0.27 (−0.33, −0.19)
	β₁₁	0.25	0.22 ( 0.19, 0.26)
Count	β₂₀	0.50	0.49 ( 0.43, 0.54)
	β₂₁	−0.25	−0.24 (−0.26, −0.22)
	r	1.00	1.03 ( 0.96, 1.09)
Random	Γ₁₁ = Var(ϕ_1i1)	0.50	0.61 ( 0.42, 0.84)
Effects	Γ₁₂ = Cov(ϕ_1i1, ϕ_1i2)	0.10	0.03 (−0.05, 0.11)
	Γ₁₃ = Cov(ϕ_1i1, ϕ_2i1)	0.10	0.09 (−0.02, 0.20)
	Γ₁₄ = Cov(ϕ_1i1, ϕ_2i2)	−0.10	−0.07 (−0.13, −0.01)
	Γ₂₂ = Var(ϕ_1i2)	0.15	0.21 ( 0.14, 0.29)
	Γ₂₃ = Cov(ϕ_1i2, ϕ_2i1)	0.10	0.12 ( 0.05, 0.20)
	Γ₂₄ = Cov(ϕ_1i2, ϕ_2i2)	0.10	0.08 ( 0.04, 0.12)
	Γ₃₃ = Var(ϕ_2i1)	0.50	0.55 ( 0.42, 0.71)
	Γ₃₄ = Cov(ϕ_2i1, ϕ_2i2)	0.10	0.06 ( 0.01, 0.11)
	Γ₄₄ = Var(ϕ_2i2)	0.15	0.17 ( 0.13, 0.22)