Model Function without hierarchy Penalty

Model Function with Hierarchy Penalty

M1

M2

M3

M1 (t = 10)

M2 (t = 15)

M3 (t = 17)

pD

7.628

7.628

9.494

7.805

7.607

6.981

D ¯

485.587

955.82

4776.410

194.516

188.602

200.871

DIC

493.216

963.612

4785.90

202.321

196.209

207.852