TimeTraits - Functional Data Analysis Pipeline, Extracting Functional Traits
from Biological Time-Series Data
Provides a pipeline of tools for analysing circadian
time-series data using functional data analysis (FDA). The
package supports smoothing of rhythmic time series, functional
principle component analysis (FPCA), and extraction of
group-level traits from functional representations. Analyses
can incorporate multiple curve derivatives and optional
temporal segmentation, enabling comparative analysis of
circadian dynamics across experimental groups and time windows.
