An Introduction to Envelopes

An Introduction to Envelopes
Author :
Publisher : John Wiley & Sons
Total Pages : 317
Release :
ISBN-10 : 9781119422952
ISBN-13 : 1119422957
Rating : 4/5 (52 Downloads)

Book Synopsis An Introduction to Envelopes by : R. Dennis Cook

Download or read book An Introduction to Envelopes written by R. Dennis Cook and published by John Wiley & Sons. This book was released on 2018-08-28 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by the leading expert in the field, this text reviews the major new developments in envelope models and methods An Introduction to Envelopes provides an overview of the theory and methods of envelopes, a class of procedures for increasing efficiency in multivariate analyses without altering traditional objectives. The author offers a balance between foundations and methodology by integrating illustrative examples that show how envelopes can be used in practice. He discusses how to use envelopes to target selected coefficients and explores predictor envelopes and their connection with partial least squares regression. The book reveals the potential for envelope methodology to improve estimation of a multivariate mean. The text also includes information on how envelopes can be used in generalized linear models, regressions with a matrix-valued response, and reviews work on sparse and Bayesian response envelopes. In addition, the text explores relationships between envelopes and other dimension reduction methods, including canonical correlations, reduced-rank regression, supervised singular value decomposition, sufficient dimension reduction, principal components, and principal fitted components. This important resource: • Offers a text written by the leading expert in this field • Describes groundbreaking work that puts the focus on this burgeoning area of study • Covers the important new developments in the field and highlights the most important directions • Discusses the underlying mathematics and linear algebra • Includes an online companion site with both R and Matlab support Written for researchers and graduate students in multivariate analysis and dimension reduction, as well as practitioners interested in statistical methodology, An Introduction to Envelopes offers the first book on the theory and methods of envelopes.


An Introduction to Envelopes Related Books

An Introduction to Envelopes
Language: en
Pages: 317
Authors: R. Dennis Cook
Categories: Mathematics
Type: BOOK - Published: 2018-08-28 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

Written by the leading expert in the field, this text reviews the major new developments in envelope models and methods An Introduction to Envelopes provides an
An Introduction to Building Envelopes for Professional Engineers
Language: en
Pages: 43
Authors: J. Paul Guyer, P.E., R.A.
Categories: Technology & Engineering
Type: BOOK - Published: 2023-07-25 - Publisher: Guyer Partners

DOWNLOAD EBOOK

Introductory technical guidance for professional engineers and construction managers interested in design and construction of building envelopes. Here is what i
An Introduction to Design of Building Envelopes for Professional Engineers
Language: en
Pages: 91
Authors: J. Paul Guyer
Categories: Technology & Engineering
Type: BOOK - Published: 2024-01-19 - Publisher: Guyer Partners

DOWNLOAD EBOOK

Introductory technical guidance for professional engineers and construction managers interested in design and construction of building enclosure walls. Here is
An Introduction to Design of Building Envelopes for Thermal Efficiency and Airtightness
Language: en
Pages: 81
Authors: J. Paul Guyer, P.E., R.A.
Categories: Technology & Engineering
Type: BOOK - Published: 2021-07-30 - Publisher: Guyer Partners

DOWNLOAD EBOOK

Introductory technical guidance for civil engineers, structural engineers, architectural engineers and construction managers interested in sealing exterior buil
Back-of-the-Envelope Physics
Language: en
Pages: 174
Authors: Clifford Swartz
Categories: Science
Type: BOOK - Published: 2004-12-01 - Publisher: Johns Hopkins University Press+ORM

DOWNLOAD EBOOK

From an award-winning teacher, “a delightful and instructive accessory to an introductory physics course” (Physics World). Physicists use “back-of-the-env