Kinesiology 797A - ST-TimeSeriesAnalysis/MvmtData

This course is aimed at students who have been exposed to the linear and nonlinear analysis techniques covered in "Nonlinear Biodynamics" (KIN797N). The course has the following objectives: Deeper understanding of time series analysis techniques related to entropy measures, including Multiscale Sample entropy and Transfer Entropy; detrended Fluctuation Analysis; Lyapunov Analysis; Linear and nonlinear filtering; Continuous relative phase analysis, including the Hilbert Transform; Vector coding analysis; Time-to-contact analysis and movement coordination. The course will also apply and implement one or more of these techniques to your own data; this can consist of a complete prior data set or pilot data collected for your dissertation.

KIN 797N