Sensitivity of principal Hessian direction analysis

DOI10.1214/07-EJS064zbMath1320.62061arXiv0706.1408OpenAlexW3102944764MaRDI QIDQ2426802

Jodie A. Smith, Luke A. Prendergast

Publication date: 14 May 2008

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

Full work available at URL: https://arxiv.org/abs/0706.1408

zbMATH Keywords

dimension reductioninfluence functioninfluential observationsprincipal Hessian directions

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Robustness and adaptive procedures (parametric inference) (62F35)

Related Items (4)

A note on sensitivity of principal component subspaces and the efficient detection of influential observations in high dimensions ⋮ Trimming influential observations for improved single-index model estimated sufficient summary plots ⋮ Influence Functions for Dimension Reduction Methods: An Example Influence Study of Principal Hessian Direction Analysis ⋮ INFLUENCE FUNCTIONS FOR DIMENSION REDUCTION METHODS

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