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. Author manuscript; available in PMC: 2016 Aug 11.
Published in final edited form as: Spat Spatiotemporal Epidemiol. 2015 Aug 11;0:45–54. doi: 10.1016/j.sste.2015.08.001

Table 5.

Altered INLA precision estimates compared to the original estimates as well as the truth.

Model parameter M2F2 M3F3 M5F5 M6F6 True
value
INLA
Gam(1,5e-05)		 τu 18656
(18577)		 12491
(12475)		 18485
(18381)		 17990
(17804)		 1
τv --- 18770
(18546)		 18570
(18440)		 18714
(18563)		 1
INLA
Ga(1,5e-05)
inla.hyperpar()		 τu 22376
(15350)		 15037
(10514)		 21962
(15924)		 21886
(15046)		 1
τv --- 21938
(16641)		 21920
(15989)		 22525
(15636)		 1
INLA
Gam(1,0.5)		 τu 0.98
(0.20)		 1.03
(0.23)		 1.07
(0.25)		 1.06
(0.24)		 1
τv --- 3.92
(2.44)		 3.42
(2.22)		 3.94
(2.43)		 1
OpenBUGS
Gam(1,0.5)		 τu 0.94
(0.19)		 1.00
(0.23)		 1.03
(0.25)		 3.34
(2.08)		 1
τv --- 1.04
(0.26)		 3.79
(2.24)		 3.76
(2.25)		 1
OpenBUGS
Gam(1,5e-05)		 τu 0.96
(0.20)		 0.94
(0.19)		 0.94
(0.20)		 0.96
(0.20)		 1
τv --- 209.47
(177)		 189.57
(165)		 202.77
(172)		 1