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Title Big data meets survey science : a collection of innovative methods / edited by Craig A. Hill, Paul P. Biemer, Trent D. Buskirk, Lilli Japec, Antje Kirchner, Stas Kolenikov, Lars E. Lyberg. [O'Reilly electronic resources]

Publication Info. Hoboken, NJ : John Wiley & Sons, Inc., 2021.
©2021
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Description 1 online resource (xxviii, 753 pages) : illustrations, maps (some color).
Series Wiley series in survey methodology
Wiley series in survey methodology.
Bibliography Includes bibliographical references and index.
Summary "Written and painstakingly edited by leading experts in their respective fields, this volume offers a state-of-the-art overview of Big Data issues, concerns, and responses in survey methodology. Like several other books in the Wiley Series in Survey Methodology, this work has been prepared in conjunction with an international conference on the topic by the Survey Research Methods Section of the American Statistical Association. The conference and book constitute part of an ongoing effort by a group of international researchers to promote quality in Big Data and to raise the level of methodological expertise in various applied fields. The basic content, in light of emerging techniques and technologies, includes in-depth coverage of topics such as combining Big Data with traditional data sources; multiplicity; data sparseness; data streams; using Big Data for reducing, controlling, and evaluating total survey error; handling confidentiality and privacy; and ethical concerns and the concept of harm; among a host of others. The editors and contributors are eminent, varied, and reflective of the international marketplace. Copious tables, figures, and references, as well as an extensive glossary, supplement the high quality discussion throughout the text"-- Provided by publisher
Subject Big data.
Social surveys -- Methodology.
Données volumineuses.
Enquêtes sociales -- Méthodologie.
Big data
Social surveys -- Methodology
Added Author Hill, Craig A., 1956- editor.
Biemer, Paul P., editor.
Buskirk, Trent D., 1971- editor.
Japec, Lilli, 1966- editor.
Kirchner, Antje, 1982- editor.
Kolenikov, Stanislav, editor.
Lyberg, Lars, editor.
Other Form: Print version: Big data meets survey science. Hoboken, NJ : John Wiley & Sons, Inc., 2020 9781118976326 (DLC) 2020022652
ISBN 9781118976340 electronic book
1118976347 electronic book
9781118976357 electronic book
1118976339 electronic book
9781118976333 electronic book
1118976355 electronic book
hardcover
hardcover
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