Rethinking the Statistical Analysis of Neuromechanical Data
Sign Up to like & getrecommendations! Published in 2022 at "Exercise and Sport Sciences Reviews"
DOI: 10.1249/jes.0000000000000308
Abstract: Mixed-effects models will improve data representation, promote superior experimental designs, and increase the validity and reproducibility of research findings. Researchers in neuromechanics should upgrade their statistical toolbox. We propose linear mixed-effects models in place of… read more here.
Keywords: neuromechanical data; analysis neuromechanical; rethinking statistical; statistical analysis ... See more keywords
Rethinking statistical learning as a continuous dynamic stochastic process, from the motor systems perspective
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Neuroscience"
DOI: 10.3389/fnins.2022.1033776
Abstract: The brain integrates streams of sensory input and builds accurate predictions, while arriving at stable percepts under disparate time scales. This stochastic process bears different unfolding dynamics for different people, yet statistical learning (SL) currently… read more here.
Keywords: stochastic process; learning continuous; dynamic stochastic; process ... See more keywords