Model variant | Number of free parameters | DIC | |
---|---|---|---|
2 LR models, cue based | 2 constant LR (a/ua cues) | 3 | 4162.4 |
2 constant LR (c/ic cues) | 3 | 4171.8 | |
2 constant LR (high/low rp cues) | 3 | 4293.4 | |
2 constant LR (a/ua cues) + 2 iv(a/ua cues) | 5 | 3854.1 | |
2 constant LR (c/ic cues) + 2 iv(a/ua cues) | 5 | 3886.0 | |
2 constant LR (high/low rp cues) + 2 iv(a/ua cues) | 5 | 4036.3 | |
2 decaying (2 α0, 2b) LR (a/ua cues) | 5 | 4053.2 | |
2 decaying (2 α0, 1b) LR (a/ua cues) | 4 | 4071.5 | |
2 decaying (2 α0, 2b) LR (c/ic cues) | 5 | 3956.5 | |
2 decaying (2 α0, 1b) LR (c/ic cues) | 4 | 4018.1 | |
2 decaying (2 α0, 2b) LR (high/low rp cues) | 5 | 4069.1 | |
2 decaying (2 α0, 1b) LR (high/low rp cues) | 4 | 4118.1 | |
2 decaying (2 α0, 2b) LR (a/ua cues) + 2 iv(a/ua cues) | 7 | 3824.1 | |
2 decaying (2 α0, 1b) LR (a/ua cues) + 2 iv(a/ua cues) | 6 | 3834.1 | |
2 decaying (2 α0, 2b) LR (c/ic cues) + 2 iv(a/ua cues) | 7 | 3810.8 | |
2 decaying (2 α0, 1b) LR (c/ic cues) + 2 iv(a/ua cues) | 6 | 3825.2 | |
2 decaying (2 α0, 2b) LR (high/low rp cues) + 2 iv(a/ua cues) | 7 | 3977.9 | |
2 decaying (2 α0, 1b) LR (high/low rp cues) + 2 iv(a/ua cues) | 6 | 3958.3 | |
2 LR models, outcome based | 2 constant LR (c/ic cues) | 3 | 4191.8 |
2 constant LR (high/low rp cues) | 3 | 4119.4 | |
2 constant LR (c/ic cues) + 2 iv (a/ua cues) | 5 | 3874.6 | |
2 constant LR (high/low rp cues) + 2 iv (a/ua cues) | 5 | 4034.4 | |
2 decaying LR (c/ic cues) | 5 | 3902.5 | |
2 decaying LR (high/low rp cues) | 5 | 4063.5 | |
2 decaying LR (c/ic cues) + 2 iv (a/ua cues) | 7 | 3838.3 | |
2 decaying LR (high/low rp cues) + 2 iv (a/ua cues) | 7 | 3929.1 | |
1 LR models | 1 constant LR | 2 | 4450.7 |
1 constant LR + 2 iv (a/ua cues) | 4 | 4059.6 | |
1 decaying LR | 3 | 4283.2 | |
1 decaying LR + 2 iv (a/ua cues) | 5 | 4030.9 | |
Bias models | ϵ -attractiveness-bias | 1 | 5750.0 |
Attractiveness-bonus, 1 constant LR | 3 | 4302.3 | |
Attractiveness-bonus, 1 decaying LR | 4 | 4069.2 | |
Attractiveness-bonus, 2 decaying LR (a/ua cues) | 6 | 3913.4 | |
Attractiveness-bonus, 2 decaying LR (c/ic cues) | 6 | 3882.0 | |
Attractiveness-bonus, 2 decaying LR (high/low rp cues) | 6 | 4008.1 | |
Association-bias, observed outcome, 2 decaying LR (a/ua cues) + 2 iv(a/ua cues) | 7 | 4154.0 | |
Association-bias, observed outcome, 2 decaying LR (c/ic cues) + 2 iv(a/ua cues) | 7 | 4048.4 | |
Association-bias, observed outcome, 2 decaying LR (high/low rp cues) + 2 iv(a/ua cues) | 7 | 4132.2 | |
Association-bias, observed outcome, 1 decaying LR + 2 iv(a/ua cues) | 5 | 4388.8 | |
Association-bias, opposite outcome, 2 decaying LR (a/ua cues) + 2 iv(a/ua cues) | 7 | 3824.3 | |
Association-bias, opposite outcome, 2 decaying LR (c/ic cues) + 2 iv(a/ua cues) | 7 | 3820.1 | |
Association-bias, opposite outcome, 2 decaying LR (high/low rp cues) + 2 iv(a/ua cues) | 7 | 3886.4 | |
Association-bias, opposite outcome, 1 decaying LR + 2 iv(a/ua cues) | 5 | 4075.1 |
a, Attractive; ua, unattractive; c, congruent; ic, incongruent; rp, reward probability; iv, initial value.