Package index • fda.clust

Clustering for univariate functional data

fkmeans(): K-Means Clustering for functional data

fhclust(): Hierarchical Clustering for Functional Data

fdbscan(): Functional DBSCAN Optimization and Clustering

fmeanshift(): Functional Mean Shift Clustering

Clustering for multivariate functional data

mfkmeans(): K-Means Clustering for Multivariate Functional Data

mfhclust(): Hierarchical Clustering for Multivariate Functional Data

Cluster Validation and Measures

fclust.measures(): Functional Data Clustering Measures

Data Simulation

rprocKclust(): Simulate Functional Data for K Clusters

rprocKmu(): Generate Latent Processes for Functional Data

Datasets

ECG200: ECG 200 Dataset

ECG5000: ECG 5000 Dataset

growth_ldata: Growth Data for Berkeley Growth Study