Abstract: The linear regression model is simple in form and easy to estimate; nevertheless, irrelevant features will raise the difficulty of its tasks. Feature selection is generally adopted to ...
Abstract: This paper addresses a technique to estimate the muscle activity from the movement data. Statistical models, such as linear regression (LR) models and artificial neural networks (ANNs), are ...
corHuber(): Robust correlation based on winsorization. winsorize(): Winsorization of the data. robStandardize(): Robust standardization of the data with given functions for computing center and scale.