Modeling Motor Learning Using Heteroscedastic Functional Principal Components Analysis - Backenroth, Daniel; Goldsmith, Jeff; Harran, Michelle D.; Cortes, Juan C.; Krakauer, John W.; Kitago, Tomoko (Journal of the American Statistical Association, 2018)
Keywords: Applications and Case Studies; data collection; equations; Functional data; heteroskedasticity; Injuries; Kinematic data; Learning; Materials recovery; Modelling; Motor control; Population statistics; principal component analysis; Principal components analysis; Probabilistic PCA; Random effects; Regression analysis; Statistical methods; Statistics; Upper limbs; Variability; Variance; Variance modeling; Variational Bayes