Trial- and cycle-level detrending of univariate time series.
Similar to scipy.signal.detrend, detrend1d offers detrending functionality for univariate time series. Unlike scipy.signal.detrend, detrend1d supports "cycle-level" detrending, wherein the trend can vary over the cycle.
- Data: Miscellaneous data files demonstrating key detrend1d functionality
- Figures: Scripts replicating the paper's figures (see "Citation" below)
- Notebooks: An overview of the trial- and cycle-level detrending functionality that detrend1d supports.
- src: Source code.
Please consider referencing this work:
Pataky TC, Rao G (2023). "Trial- vs. cycle-level detrending in the analysis of cyclical biomechanical data". Journal of Biomechanics, in review.