Functional Data Analysis

By Randall Eubank, T. Hsing. 2015

357 citations recorded by the source corpus.

Subfields: Control and Systems Engineering, Statistics and Probability

View Paper: https://www.semanticscholar.org/paper/6bc99218bc944bb4940a53fedca3988e2f6af624

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Control and Systems Engineering

1. Degui Li
2. Peter M. Robinson
3. H. Muller
4. Han Lin Shang
5. Byeong U. Park
6. Kyunghee Han

In Statistics and Probability

1. Han Lin Shang
2. H. Muller
3. Byeong U. Park
4. Kyunghee Han
5. Degui Li
6. Peter M. Robinson
7. Jane-ling Wang
8. Jeng-Min Chiou

Citations in the corpus

• Long-Range Dependent Curve Time Series (2020, background): “…C) such that λniψni(u) = ∫ C cn(u, v)ψni(v)dv. (2.3) For the case of independent functional data, eigenanalysis is usually conducted on the variance function E [Xt(u)Xt(v)], seeking an optimal linear combination of functional observations which “maximize" it (see, e.g., Ramsay and Silverman 2005).”
• Additive Functional Regression for Densities as Responses (2020, methodology): “Many of these methods draw on concepts that were developed in functional data analysis, such as functional principal component analysis (Ramsay and Silverman 2005; Wang, Chiou, and Müller 2016).”