Functional Inference on Rotational Curves and Identification of Human Gait at the Knee Joint

Fabian J. E. Telschow, Stephan F. Huckemann, Michael R. Pierrynowski

We extend Gaussian perturbation models in classical functional data analysis to the three-dimensional rotational group where a zero-mean Gaussian process in the Lie algebra under t…