Code for "Multivariable Prediction of Postural Sway: Development and Internal Validation of Mixed-Effects Models for COP Velocity and Sway Area"

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Authors: Almeida, João Pedro, Vitória, Ingrid, Santos, Brenda, Ramathur, Igor, Rodrigues, Erika, dos Anjos, Fabio, Lemos, Thiago, Ferreira, Arthur
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Abstract

The computational methodology used in the present work employed a fully automated predictive-modeling pipeline implemented in R (version 4.5.1). The workflow followed a split-sample strategy for model development and internal validation. A primary execution script orchestrates all steps—from CoP data preprocessing to feature extraction, model training, evaluation, and statistical reporting—ensuring complete reproducibility of the analysis.

Publication details

Journal / source
Mendeley Data
Publication date
22 September 2026
Document type
Dataset