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

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

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.

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