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Table 1 Model selection results using 5-fold cross validation of the log-posterior likelihood

From: A hierarchical spike-and-slab model for pan-cancer survival using pan-omic data

Model type

Mean log-posterior likelihood

Hierarchical

– 1019.023

Shared

– 1019.968

Fixed (0.5)

– 1036.793

Null model

– 1048.536

Full model

– 1059.670

hsaft

– 1044.561

Separate model

– 1040.328

Joint model

– 1130.240