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Abstract—Studies of the degrees of freedom and “synergies” in
musculoskeletal systems rely critically on algorithms to estimate
the “dimension” of kinematic or neural data. Linear algorithms
such a...
To most applied statisticians, a fitting procedure’s degrees of freedom is synonymous with its model complexity, or its capacity for overfitting to data. In particular, it is often used to parameteriz...