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. Author manuscript; available in PMC: 2024 Oct 17.
Published in final edited form as: J Am Stat Assoc. 2011 Dec 31;98(462):387–396. doi: 10.1198/016214503000170

Table 7.

Inference Summary for the 5-Dimension Multivariate Spatio-Temporal Model 3 (space nested within time)

Parameter 1989 1990 1991 1992

β0 (intercept) 9.697 (9.438, 9.956) 9.164 (8.782, 9.613) 9.56 (9.237, 9.860) 9.716 (9.445, 9.980)
β1 (age) −.005 (−.007, −.001) −.004 (−.007, −.002) −.004 (−.007, −.002) −.005 (−.008, −.002)
β2 (living area) .383 (.314, .490) .357 (.252, .460) .402 (.232, .574) .348 (.278, .416)
β3 (other area) .246 (.068, .410) .248 (.075, .422) .305 (.137, .486) .326 (.146, .515)
β4 (bathrooms) .301 (.195, .407) .296 (.193, .395) .311 (.197, .420) .304 (.201, .416)
ϕ (decay parameter) 1.63 (.68, 3.52) 1.77 (.85, 3.15) 1.05 (.42, 2.33) 1.17 (.57, 2.38)
ν (smoothness parameter) 1.48 (.92, 3.05) 1.51 (.93, 3.05) 1.54 (.86, 3.16) 1.47 (.88, 2.92)
range (in km) 2.95 (1.40, 7.04) 2.80 (1.55, 5.65) 4.55 (2.07, 11.31) 4.11 (2.03, 8.4)
τ 2 .038 (.024, .082)