Some Asymptotics for Localized Principal Components and Curves

DOI10.1080/03610926.2012.673676zbMath1462.62372OpenAlexW2043370022MaRDI QIDQ5419679

Mohammad A. Zayed, Jochen Einbeck

Publication date: 11 June 2014

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: http://dro.dur.ac.uk/12163/1/12163.pdf

zbMATH Keywords

kernelsPCAmean shiftlocal principal curves

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Asymptotic properties of nonparametric inference (62G20)

Cites Work

• Multivariate locally weighted least squares regression
• Principal manifolds for data visualization and dimension reduction. Reviews and original papers presented partially at the workshop `Principal manifolds for data cartography and dimension reduction', Leicester, UK, August 24--26, 2006.
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