scientific article; zbMATH DE number 5199520
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Publication:5310358
zbMath1359.62015MaRDI QIDQ5310358
Publication date: 10 October 2007
Full work available at URL: http://www.sciencedirect.com/science/book/9780444530493
Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Estimation in multivariate analysis (62H12) Ridge regression; shrinkage estimators (Lasso) (62J07) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Linear regression; mixed models (62J05) Inference from stochastic processes and spectral analysis (62M15) Research exposition (monographs, survey articles) pertaining to statistics (62-02)
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Surprises in high-dimensional ridgeless least squares interpolation ⋮ Assessing Normality of High-Dimensional Data ⋮ Efficient computation of limit spectra of sample covariance matrices ⋮ Finite sample inference for empirical Bayesian methods ⋮ Three estimators of the Mahalanobis distance in high-dimensional data ⋮ High-dimensional asymptotics of prediction: ridge regression and classification ⋮ A theoretical analysis of the peaking phenomenon in classification
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