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Big data meets survey science : = a ...

Hill, Craig A., (1956-)

Big data meets survey science : = a collection of innovative methods /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Big data meets survey science :/ edited by Craig A. Hill ... [et al.].
其他題名:	a collection of innovative methods /
其他作者:	Hill, Craig A.,
出版者:	Hoboken, NJ :John Wiley & Sons, Inc., : c2021.,
面頁冊數:	xxviii, 753 p. :ill. ; : 24 cm.;
標題:	Big data. -
ISBN:	9781118976326 :

Big data meets survey science : = a collection of innovative methods /
Big data meets survey science :a collection of innovative methods /edited by Craig A. Hill ... [et al.]. - Hoboken, NJ :John Wiley & Sons, Inc.,c2021. - xxviii, 753 p. :ill. ;24 cm.

Includes bibliographical references and index.

"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"--

ISBN: 9781118976326 :NT3603

LCCN: 2020022652Subjects--Topical Terms:

981821
Big data.

LC Class. No.: QA76.9.B45 / B5563 2020

Dewey Class. No.: 001.4/33028557

Big data meets survey science : = a collection of innovative methods /
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520 # $a "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"-- $c Provided by publisher.
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