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Cover: 9783319790107 | Survey Methodology and Missing Data | Seppo Laaksonen | Buch | xii
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Survey Methodology and Missing Data
Tools and Techniques for Practitioners
Buch von Seppo Laaksonen
Sprache: Englisch

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Beschreibung
This book focuses on quantitative survey methodology, data collection and cleaning methods. Providing starting tools for using and analyzing a file once a survey has been conducted, it addresses fields as diverse as advanced weighting, editing, and imputation, which are not well-covered in corresponding survey books. Moreover, it presents numerous empirical examples from the author's extensive research experience, particularly real data sets from multinational surveys.
This book focuses on quantitative survey methodology, data collection and cleaning methods. Providing starting tools for using and analyzing a file once a survey has been conducted, it addresses fields as diverse as advanced weighting, editing, and imputation, which are not well-covered in corresponding survey books. Moreover, it presents numerous empirical examples from the author's extensive research experience, particularly real data sets from multinational surveys.
Über den Autor
Seppo Laaksonen is a professor of statistics at the University of Helsinki, Finland, and has worked at various survey institutes including Statistics Finland, Eurostat and The Finnish Center for Social and Health Research. The former scientific secretary (2001-2003) and vice president of the International Association of Survey Statisticians (2007-2009), he has been a member of the sampling expert team of the European Social Survey since 2001. He has also been involved in a number of European research projects and is a consultant for surveys in Moldova, Ethiopia, Slovenia, the United Kingdom and Hungary.
Zusammenfassung

Offers researchers and practitioners a comprehensive introduction to survey methodology

Presents survey data collection and cleaning methods

Explains new advanced survey methodologies and tools

Provides concrete empirical examples from real survey data sets

Covers statistical editing, imputation, nonresponse and nonresponse adjustments

Inhaltsverzeichnis
Introduction.- Concept of survey and key survey terms.- Designing a questionnaire and survey modes.- Sampling principles and missingness mechanisms.- Design effects at sampling phase.- Sampling design data file.- Missingness, its reasons and treatment.- Weighting adjustments due to unit missingness.- Special cases in weighting.- Statistical editing.- Introduction to statistical imputation.- Imputation methods for single variables.- Summary and key tasks of survey data cleaning.- Basic survey data analysis.-
Details
Erscheinungsjahr: 2018
Genre: Recht, Sozialwissenschaften, Soziologie, Wirtschaft
Rubrik: Wissenschaften
Medium: Buch
Inhalt: xii
224 S.
10 s/w Illustr.
53 farbige Illustr.
224 p. 63 illus.
53 illus. in color.
ISBN-13: 9783319790107
ISBN-10: 3319790102
Sprache: Englisch
Herstellernummer: 978-3-319-79010-7
Einband: Gebunden
Autor: Laaksonen, Seppo
Auflage: 1st edition 2018
Hersteller: Springer Nature Switzerland
Springer International Publishing
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 241 x 160 x 19 mm
Von/Mit: Seppo Laaksonen
Erscheinungsdatum: 18.07.2018
Gewicht: 0,524 kg
Artikel-ID: 111862833
Über den Autor
Seppo Laaksonen is a professor of statistics at the University of Helsinki, Finland, and has worked at various survey institutes including Statistics Finland, Eurostat and The Finnish Center for Social and Health Research. The former scientific secretary (2001-2003) and vice president of the International Association of Survey Statisticians (2007-2009), he has been a member of the sampling expert team of the European Social Survey since 2001. He has also been involved in a number of European research projects and is a consultant for surveys in Moldova, Ethiopia, Slovenia, the United Kingdom and Hungary.
Zusammenfassung

Offers researchers and practitioners a comprehensive introduction to survey methodology

Presents survey data collection and cleaning methods

Explains new advanced survey methodologies and tools

Provides concrete empirical examples from real survey data sets

Covers statistical editing, imputation, nonresponse and nonresponse adjustments

Inhaltsverzeichnis
Introduction.- Concept of survey and key survey terms.- Designing a questionnaire and survey modes.- Sampling principles and missingness mechanisms.- Design effects at sampling phase.- Sampling design data file.- Missingness, its reasons and treatment.- Weighting adjustments due to unit missingness.- Special cases in weighting.- Statistical editing.- Introduction to statistical imputation.- Imputation methods for single variables.- Summary and key tasks of survey data cleaning.- Basic survey data analysis.-
Details
Erscheinungsjahr: 2018
Genre: Recht, Sozialwissenschaften, Soziologie, Wirtschaft
Rubrik: Wissenschaften
Medium: Buch
Inhalt: xii
224 S.
10 s/w Illustr.
53 farbige Illustr.
224 p. 63 illus.
53 illus. in color.
ISBN-13: 9783319790107
ISBN-10: 3319790102
Sprache: Englisch
Herstellernummer: 978-3-319-79010-7
Einband: Gebunden
Autor: Laaksonen, Seppo
Auflage: 1st edition 2018
Hersteller: Springer Nature Switzerland
Springer International Publishing
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 241 x 160 x 19 mm
Von/Mit: Seppo Laaksonen
Erscheinungsdatum: 18.07.2018
Gewicht: 0,524 kg
Artikel-ID: 111862833
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