Modelling finger force produced from different tasks using linear mixed models with lme R function

Authors

  • Caroline Bazzoli
  • Frédérique Letué
  • Marie-José Martinez

Abstract

The biomechanical data considered in this paper are obtained from a study carried out tounderstand the coordination patterns of finger forces produced from different tasks. Thevariable in this data cannot be considered independent because of within-individual repeatedmeasurements, and because of simultaneous finger measurements. To fit these data, we proposea methodology focused on linear mixed effects models. Different random effects structuresand complex variance-covariance matrices of the error are considered. We highlight how touse the lme R function to deal with such a modelling. The paper is accessible to an audienceexperienced with linear models. Some familiarity with the R software is also helpful.

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Published

2015-05-13

Issue

Section

Articles