Anatomy of a learning curve
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Learning curves describe the advance in performance with continued practice. Learning curves are non-linear and can be modeled using a power function. This set of slides illustrates how data from multiple individuals can be modeled in such a way.
Anatomy of a learning curve
- 1. how the data looks like Trial Performance
- 2. anatomy of a learning curve
- 3. parameter estimation Subj Asymptote Amplitude Rate 1 3 63 -0.25 2 22 51 -0.16 3 23 49 -0.25 4 7 74 -0.14 5 24 77 -0.23 6 14 84 -0.14 7 18 85 -0.28 8 17 92 -0.10 9 13 71 -0.20 10 30 64 -0.27 11 26 63 -0.14 12 19 48 -0.21