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09/09/2022
Shape-constrained Estimation in Functional Regression with Bernstein Polynomials
Shape restrictions on functional regression coefficients such as non-neg...
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03/20/2022
Application of de-shape synchrosqueezing to estimate gait cadence from a single-sensor accelerometer placed in different body locations
Objective: Commercial and research-grade wearable devices have become in...
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06/07/2021
Scalar on time-by-distribution regression and its application for modelling associations between daily-living physical activity and cognitive functions in Alzheimer's Disease
Wearable data is a rich source of information that can provide deeper un...
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02/22/2021