Principal component regression revisited

DOI10.5705/ss.2011.033azbMath1214.62069OpenAlexW3139979987MaRDI QIDQ2999748

Liqiang Ni

Publication date: 16 May 2011

Published in: Statistica Sinica (Search for Journal in Brave)

Full work available at URL: https://semanticscholar.org/paper/43671ce4461f22b581bb5c7470a0fcf35e405524

zbMATH Keywords

dimension reductionspherically symmetric distribution

Mathematics Subject Classification ID

Multivariate distribution of statistics (62H10) Factor analysis and principal components; correspondence analysis (62H25)

Related Items (8)

Application of a combination production function model ⋮ A model‐based approach to multivariate principal component regression: Selecting principal components and estimating standard errors for unstandardized regression coefficients ⋮ Revisiting the predictive power of kernel principal components ⋮ Predictive power of principal components for single-index model and sufficient dimension reduction ⋮ Correspondence analysis of textual data involving contextual information: CA-GALT on principal components ⋮ On the predictive potential of kernel principal components ⋮ On principal components regression with Hilbertian predictors ⋮ A slice of multivariate dimension reduction

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