Partially Observed Integrated Functional Depth
Functional Boxplot for Partially Observed Functional Data
Common Domain Observability
Depth-based reconstruction of partially observed functional data
Envelope algorithm
Random Interval Observability
Learning k
Outliergram for Partially Observed Functional Data
Plot Partially Observed Functional Data
Integrated Depth for Partially Observed Functional Data
Sparse Observability
Integrated Functional Depth for Partially Observed Functional Data and applications to visualization, outlier detection and classification. It implements the methods proposed in: Elías, A., Jiménez, R., Paganoni, A. M. and Sangalli, L. M., (2023), "Integrated Depth for Partially Observed Functional Data", Journal of Computational and Graphical Statistics, <doi:10.1080/10618600.2022.2070171>. Elías, A., Jiménez, R., & Shang, H. L. (2023), "Depth-based reconstruction method for incomplete functional data", Computational Statistics, <doi:10.1007/s00180-022-01282-9>. Elías, A., Nagy, S. (2024), "Statistical properties of partially observed integrated functional depths", TEST, <doi:10.1007/s11749-024-00954-6>.