An introduction to envelopes: dimension reduction for efficient estimation in multivariate statistics

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Author(s): Cook, R. Dennis
Series: Wiley series in probability and statistics
Publisher: John Wiley & Sons
Year: 2018

Language: English
Pages: 291
Tags: Multivariate analysis.;Dimension reduction (Statistics)

Content: Response envelopes --
Illustrative analyses using response envelopes --
Partial response envelopes --
Predictor envelopes --
Enveloping multivariate means --
Envelope algorithms --
Envelope extensions --
Inner and scaled envelopes --
Connections and adaptations.