02710nam 2200505 450 991055514550332120231217084219.01-118-97634-71-118-97633-91-118-97635-5(CKB)4330000000007811(MiAaPQ)EBC6321336(OCoLC)1198092013(CaSebORM)9781118976326(EXLCZ)99433000000000781120210121d2021 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierBig data meets survey science a collection of innovative methods /edited by Craig A. Hill [and six others]Hoboken, NJ :Wiley,℗2021.1 online resource (787 pages)Includes index.1-118-97632-0 "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.Big dataBig data.005.7Hill Craig A.1956-Biemer Paul PBuskirk Trent TJapec Lilli1966-Kirchner Antje1982-Kolenikov StanislavLyberg LarsJohn Wiley & Sons,MiAaPQMiAaPQMiAaPQBOOK9910555145503321Big data meets survey science2816259UNINA