Selecting the length of a principal curve within a Gaussian model

DOI10.1214/13-EJS775zbMath1337.62074MaRDI QIDQ1951117

Aurélie Fischer

Publication date: 29 May 2013

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.ejs/1359382683

zbMATH Keywords

model selectionprincipal curvesoracle inequalityslope heuristics

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Factor analysis and principal components; correspondence analysis (62H25) Nonparametric estimation (62G05)

Related Items (2)

Regularity of densities in relaxed and penalized average distance problem ⋮ On principal curves with a length constraint

Uses Software

• CAPUSHE

Cites Work

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