{"product_id":"9781118976326","title":"Big Data Meets Survey Science A Collection of Innovative Methods","description":"\u003ch3\u003eWiley Series in Survey Methodology\u003c\/h3\u003e\u003ch1\u003eBig Data Meets Survey Science\u003c\/h1\u003e\u003ch2\u003eA Collection of Innovative Methods\u003c\/h2\u003e\u003ch3\u003eCraig A. Hill | Paul P. Biemer | Trent D. Buskirk | Lilli Japec | Antje Kirchner | Stas Kolenikov | Lars E. Lyberg\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eSocial Science \/ Statistics\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cp\u003e\u003cb\u003eOffers a clear view of the utility and place for survey data within the broader Big Data ecosystem\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eThis book presents a collection of snapshots from two sides of the Big Data perspective. It assembles an array of tangible tools, methods, and approaches that illustrate how Big Data sources and methods are being used in the survey and social sciences to improve official statistics and estimates for human populations. It also provides examples of how survey data are being used to evaluate and improve the quality of insights derived from Big Data.\u003c\/p\u003e \u003cp\u003e\u003ci\u003eBig Data Meets Survey Science: A Collection of Innovative Methods\u003c\/i\u003e shows how survey data and Big Data are used together for the benefit of one or more sources of data, with numerous chapters providing consistent illustrations and examples of survey data enriching the evaluation of Big Data sources. Examples of how machine learning, data mining, and other data science techniques are inserted into virtually every stage of the survey lifecycle are presented. Topics covered include: Total Error Frameworks for Found Data; Performance and Sensitivities of Home Detection on Mobile Phone Data; Assessing Community Wellbeing Using Google Street View and Satellite Imagery; Using Surveys to Build and Assess RBS Religious Flag; and more.\u003c\/p\u003e \u003cul\u003e \u003cli\u003ePresents groundbreaking survey methods being utilized today in the field of Big Data\u003c\/li\u003e \u003cli\u003eExplores how machine learning methods can be applied to the design, collection, and analysis of social science data\u003c\/li\u003e \u003cli\u003eFilled with examples and illustrations that show how survey data benefits Big Data evaluation\u003c\/li\u003e \u003cli\u003eCovers methods and applications used in combining Big Data with survey statistics\u003c\/li\u003e \u003cli\u003eExamines regulations as well as ethical and privacy issues\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003ci\u003eBig Data Meets Survey Science: A Collection of Innovative Methods\u003c\/i\u003e is an excellent book for both the survey and social science communities as they learn to capitalize on this new revolution. It will also appeal to the broader data and computer science communities looking for new areas of application for emerging methods and data sources.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e \u003cp\u003e\u003cb\u003eCraig A. Hill, PhD,\u003c\/b\u003e is Senior Vice President at RTI International and focuses on application of new technology to quantitative social science research. He is also the lead editor of \u003ci\u003eSocial Media, Sociality, and Survey Research\u003c\/i\u003e (Wiley, 2013).\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePaul P. Biemer, PhD,\u003c\/b\u003e is Distinguished Fellow, Statistics at RTI International. He is an author, co-author, and co-editor of 6 other books published by Wiley.\u003c\/p\u003e \u003cp\u003e\u003cb\u003eTrent D. Buskirk, PhD,\u003c\/b\u003e is the Novak Family Distinguished Professor of Data Science and the Chair of the Applied Statistics and Operations Research Department in the College of Business at Bowling Green State University.\u003c\/p\u003e \u003cp\u003e\u003cb\u003eLilli Japec, PhD,\u003c\/b\u003e former Director of Research and Development Department at Statistics Sweden. She co-chaired AAPOR's Task Force on Big Data.\u003c\/p\u003e \u003cp\u003e\u003cb\u003eAntje Kirchner, PhD,\u003c\/b\u003e is a Survey Methodologist at RTI International. She is the Chair of the Scientific Committee of the Big Data Meets Survey Science (BigSurv20) conference.\u003c\/p\u003e \u003cp\u003e\u003cb\u003eStanislav (Stas) Kolenikov, PhD\u003c\/b\u003e, is Principal Scientist at Abt Associates. His work focuses on survey statistics, including issues in sampling, weighting, variance estimation, multiple imputation, and small area estimation.\u003c\/p\u003e \u003cp\u003e\u003cb\u003eLars E. Lyberg\u003c\/b\u003e\u003cb\u003e,\u003c\/b\u003e \u003cb\u003ePhD,\u003c\/b\u003e is former Head of the Research and Development Department at Statistics Sweden. He is the founder of the \u003ci\u003eJournal of Official Statistics (JOS)\u003c\/i\u003e and served as its Chief Editor for 25 years.\u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e29 September 2020\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9781118976326\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePage Count: \u003c\/td\u003e\n\u003ctd\u003e784\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eWeight (oz): \u003c\/td\u003e\n\u003ctd\u003e36.0\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":44377826623628,"sku":"9781118976326","price":119.65,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781118976326_bc3692d2-d134-42ff-85e7-95ce45e66513.jpg?v=1780158874","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781118976326","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}