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Table 11 (Ex-Sect-9.6.2). MSE for different techniques and different dimensions D=d Z +1 of the inference problem (number of hyper-parameters), with T=20 and N G =1000 for both schemes

From: Adaptive independent sticky MCMC algorithms

Algorithm

D=2

D=4

D=6

D=8

D=10

SCAM within-Gibbs

0.0452

0.3013

1.61

2.87

4.68

AISM-P4-R3 within-Gibbs

0.0170

0.1521

0.5821

1.33

2.67