Assessing systematic effects of stroke on motor control by using hierarchical function-on-scalar regression

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Assessing systematic effects of stroke on motorcontrol by using hierarchical function-on-scalar regression.

This work is concerned with understanding common population-level effects of stroke on motor control while accounting for possible subject-level idiosyncratic effects. Upper extremity motor control for each subject is assessed through repeated planar reaching motions from a central point to eight pre-specified targets arranged on a circle. We observe the kinematic data for hand position as a bi...

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ژورنال

عنوان ژورنال: Journal of the Royal Statistical Society: Series C (Applied Statistics)

سال: 2015

ISSN: 0035-9254

DOI: 10.1111/rssc.12115