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. 2021 Sep 8;41(36):7675–7686. doi: 10.1523/JNEUROSCI.0657-21.2021

Table 1.

Model statistics for the five DBN modelsa

Model LL d′ BIC Rank Z
DBNERO −1599 1535 3690 5 Stimulus exemplar (32) – Response (4) – Outcome (3)
DBNFRO −1146 215 512 4 Stimulus feature combinations (8) – Response (4) - Outcome (3)
DBNFO −905 127 295 3 Stimulus feature combinations (8) – Outcome (3)
DBNCO −975 47 107 2 Stimulus categories (4) – Outcome (3)
DBNH −272 15 31 1 Knowledge leve1 (2) – Knowledge level2 (2)

aLL, Maximum log-likelihood; d′, number of free parameters; BIC: average score; Rank: average rank of BIC score; Z, random variables of interest with number of states (in parentheses).