TABLE 1

95% CP in percentage for the first set of simulations: |$S=400$|⁠, |$\boldsymbol{\theta }=\lbrace 0.3, 0.6, 0.8, \log (3), \log (0.5), \log (1.6)\rbrace$|⁠.

Method|$K_1,\ldots ,K_M$|Intercept|$X_1$||$X_2$||$\log (\tau ^2)$||$\log (\rho ^2)$||$\log (\sigma ^2)$|
|$\widehat{\boldsymbol{\theta }}_r$|2, 2, 4949694969395
2, 4, 2959694969395
4, 2, 2949595969395
2, 8949694969395
2, 2, 2, 2959694969395
|$\widehat{\boldsymbol{\theta }}_s$|2, 2, 4949694969395
2, 4, 2959694969395
4, 2, 2949595969395
2, 8949694969395
2, 2, 2, 2959694969395
Part.100100100000
NNGP959595969696
Method|$K_1,\ldots ,K_M$|Intercept|$X_1$||$X_2$||$\log (\tau ^2)$||$\log (\rho ^2)$||$\log (\sigma ^2)$|
|$\widehat{\boldsymbol{\theta }}_r$|2, 2, 4949694969395
2, 4, 2959694969395
4, 2, 2949595969395
2, 8949694969395
2, 2, 2, 2959694969395
|$\widehat{\boldsymbol{\theta }}_s$|2, 2, 4949694969395
2, 4, 2959694969395
4, 2, 2949595969395
2, 8949694969395
2, 2, 2, 2959694969395
Part.100100100000
NNGP959595969696
TABLE 1

95% CP in percentage for the first set of simulations: |$S=400$|⁠, |$\boldsymbol{\theta }=\lbrace 0.3, 0.6, 0.8, \log (3), \log (0.5), \log (1.6)\rbrace$|⁠.

Method|$K_1,\ldots ,K_M$|Intercept|$X_1$||$X_2$||$\log (\tau ^2)$||$\log (\rho ^2)$||$\log (\sigma ^2)$|
|$\widehat{\boldsymbol{\theta }}_r$|2, 2, 4949694969395
2, 4, 2959694969395
4, 2, 2949595969395
2, 8949694969395
2, 2, 2, 2959694969395
|$\widehat{\boldsymbol{\theta }}_s$|2, 2, 4949694969395
2, 4, 2959694969395
4, 2, 2949595969395
2, 8949694969395
2, 2, 2, 2959694969395
Part.100100100000
NNGP959595969696
Method|$K_1,\ldots ,K_M$|Intercept|$X_1$||$X_2$||$\log (\tau ^2)$||$\log (\rho ^2)$||$\log (\sigma ^2)$|
|$\widehat{\boldsymbol{\theta }}_r$|2, 2, 4949694969395
2, 4, 2959694969395
4, 2, 2949595969395
2, 8949694969395
2, 2, 2, 2959694969395
|$\widehat{\boldsymbol{\theta }}_s$|2, 2, 4949694969395
2, 4, 2959694969395
4, 2, 2949595969395
2, 8949694969395
2, 2, 2, 2959694969395
Part.100100100000
NNGP959595969696
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