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. 2019 May 9;13:153. doi: 10.3389/fnhum.2019.00153

Table 2.

Estimated parameter values.

Model Percentile (%) αL β w π ρ λ αF μ
P 25 0.98 3.34 0.70 −0.45 −0.33 0.17
50 1.00 4.31 0.90 0.16 0.15 0.97
75 1.00 5.39 1.00 0.24 −0.04 1.00
LA 25 1.00 3.19 0.71 −0.42 −0.33
50 1.00 4.06 0.87 0.15 0.14
75 1.00 5.37 1.00 0.26 −0.05
P-F05 25 0.86 5.37 0.49 0.16 −0.31 0.88 0.21 Fixed (0.5)
50 1.00 7.59 0.67 0.40 0.18 1.00 0.30 Fixed (0.5)
75 1.00 10.53 0.74 0.61 −0.06 1.00 0.49 Fixed (0.5)
LA-F05 25 0.88 5.69 0.43 0.21 −0.32 0.23 Fixed (0.5)
50 0.97 7.71 0.57 0.45 0.17 0.30 Fixed (0.5)
75 1.00 10.43 0.76 0.62 −0.04 0.52 Fixed (0.5)
P-FD 25 0.84 5.24 0.51 0.16 −0.32 0.89 0.21 0.46
50 1.00 8.28 0.64 0.52 0.17 1.00 0.28 0.53
75 1.00 10.09 0.75 0.95 −0.06 1.00 0.45 0.62
LA-FD 25 0.84 5.30 0.44 0.16 −0.32 0.23 0.47
50 0.91 8.43 0.58 0.63 0.16 0.27 0.52
75 1.00 11.02 0.80 1.00 −0.06 0.47 0.62

The best-fitting parameter values are shown as the median and 25th and 75th percentiles across participants. The models differ regarding the basic model with parallel (P) or parsimonious learning-rate adjustment (LA). The models also differ regarding their forgetting-process assumptions: no forgetting, forgetting with a fixed default value (F05), or forgetting with a free default value parameter (FD). Median values are written in bold.