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Scaled envelopes: scale-invariant and efficient estimation in multivariate linear regression

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Publication:2870257
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DOI10.1093/biomet/ast026zbMath1452.62492OpenAlexW2040825813MaRDI QIDQ2870257

R. Dennis Cook, Zhihua Su

Publication date: 17 January 2014

Published in: Biometrika (Search for Journal in Brave)

Full work available at URL: https://semanticscholar.org/paper/a992a5745669f94ed31faf9bb49218c66a867095


zbMATH Keywords

dimension reductionsimilarity transformationreducing subspaceenvelope model


Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Linear regression; mixed models (62J05)


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Supervised singular value decomposition and its asymptotic properties ⋮ Model-free envelope dimension selection ⋮ A note on hypothesis testing in the envelope model ⋮ Unnamed Item ⋮ Frequentist model averaging for envelope models ⋮ A Review of Envelope Models ⋮ Scaled Partial Envelope Model in Multivariate Linear Regression ⋮ General model-free weighted envelope estimation ⋮ Envelopes and principal component regression ⋮ Envelope method with ignorable missing data ⋮ Combining envelope methodology and aster models for variance reduction in life history analyses




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