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The work of Raymond J. Carroll : the impact and influence of a statistician

Author: Marie Davidian
Publisher: Cham : Springer, 2014.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
This volume contains Raymond J. Carroll's research and commentary on its impact by leading statisticians. Each of the seven main parts focuses on a key research area: Measurement Error, Transformation and Weighting, Epidemiology, Nonparametric and Semiparametric Regression for Independent Data, Nonparametric and Semiparametric Regression for Dependent Data, Robustness, and other work. The seven subject areas  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Printed edition:
Named Person: Raymond J Carroll
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Marie Davidian
ISBN: 9783319058016 3319058010 3319058002 9783319058009
OCLC Number: 881316757
Description: 1 online resource (xx, 579 pages) : illustrations (some color)
Contents: Measurement Error --
Transformation and Weighting --
Epidemiology --
Nonparametric and Semiparametric Regression for Independent Data --
Nonparametric and Semiparametric Regression for Dependent Data --
Robustness --
Other WorkArticle list for each of these areas is in attachment.
Responsibility: Marie Davidian, Xihong Lin, Jeffrey S. Morris, Leonard A. Stefanski, editors.
More information:

Abstract:

This volume contains Raymond J. Carroll's research and commentary on its impact by leading statisticians. Each of the seven main parts focuses on a key research area: Measurement Error, Transformation and Weighting, Epidemiology, Nonparametric and Semiparametric Regression for Independent Data, Nonparametric and Semiparametric Regression for Dependent Data, Robustness, and other work. The seven subject areas reviewed in this book were chosen by Ray himself, as were the articles representing each area. The commentaries not only review Ray's work, but are also filled with history and anecdotes. Raymond J. Carroll's impact on statistics and numerous other fields of science is far-reaching. His vast catalog of work spans from fundamental contributions to statistical theory to innovative methodological development and new insights in disciplinary science. From the outset of his career, rather than taking the 'safe' route of pursuing incremental advances, Ray has focused on tackling the most important challenges. In doing so, it is fair to say that he has defined a host of statistics areas, including weighting and transformation in regression, measurement error modeling, quantitative methods for nutritional epidemiology and non- and semiparametric regression.

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From the book reviews: This book details the work and research of a leading expert in the field of statistics, Raymond J. Carroll. collecting his most pertinent contributions to statistics is very Read more...

 
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