fpca

📈 🐍 Multidimensional synthetic data generation with Copula and fPCA models in Python

Feature extraction from minute level actigraphy data

Functional principal component analysis for missing value

This repo stores the temporary work generated in the middle of Dissertation project 3. It is now retired and will be replaced by a formal, complete project.

Clustering curves + covariates (FDA): silhouette tuning costs 0.28-0.48 ARI on 3 public datasets; 4 fusion strategies, 200 simulated runs, R pipeline.

Reproducible R analysis of Afrikaans nasal airflow and eyetracking data from Coetzee et al. (2022)