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  • 1
    UID:
    gbv_1859629555
    Format: 1 online resource (xxii, 625 pages) , digital, PDF file(s).
    ISBN: 9780511790942 , 9780521867061 , 9780521686891
    Series Statement: Analytical Methods for Social Research
    Content: Data Analysis Using Regression and Multilevel/Hierarchical Models, first published in 2007, is a comprehensive manual for the applied researcher who wants to perform data analysis using linear and nonlinear regression and multilevel models. The book introduces a wide variety of models, whilst at the same time instructing the reader in how to fit these models using available software packages. The book illustrates the concepts by working through scores of real data examples that have arisen from the authors' own applied research, with programming codes provided for each one. Topics covered include causal inference, including regression, poststratification, matching, regression discontinuity, and instrumental variables, as well as multilevel logistic regression and missing-data imputation. Practical tips regarding building, fitting, and understanding are provided throughout.
    Note: Title from publisher's bibliographic system (viewed on 18 Jul 2016)
    Additional Edition: ISBN 9780521867061
    Additional Edition: Erscheint auch als Druck-Ausgabe ISBN 9780521867061
    Language: English
    Library Location Call Number Volume/Issue/Year Availability
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  • 2
    Online Resource
    Online Resource
    Cambridge :Cambridge University Press,
    UID:
    almahu_9948633268702882
    Format: 1 online resource (xv, 534 pages) : , digital, PDF file(s).
    ISBN: 9781139161879 (ebook)
    Series Statement: Analytical methods for social research
    Content: Most textbooks on regression focus on theory and the simplest of examples. Real statistical problems, however, are complex and subtle. This is not a book about the theory of regression. It is about using regression to solve real problems of comparison, estimation, prediction, and causal inference. Unlike other books, it focuses on practical issues such as sample size and missing data and a wide range of goals and techniques. It jumps right in to methods and computer code you can use immediately. Real examples, real stories from the authors' experience demonstrate what regression can do and its limitations, with practical advice for understanding assumptions and implementing methods for experiments and observational studies. They make a smooth transition to logistic regression and GLM. The emphasis is on computation in R and Stan rather than derivations, with code available online. Graphics and presentation aid understanding of the models and model fitting.
    Note: Title from publisher's bibliographic system (viewed on 01 Jan 2021).
    Additional Edition: Print version: ISBN 9781107023987
    Language: English
    Library Location Call Number Volume/Issue/Year Availability
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  • 3
    Book
    Book
    Cambridge [u.a.] : Cambridge Univ. Press
    UID:
    gbv_617446911
    Format: XXII, 625 S. , graph. Darst.
    Edition: Repr. with corr., 11. print.
    ISBN: 9780521686891 , 9780521867061
    Series Statement: Analytical methods for social research
    Note: Includes bibliographical references
    Language: English
    Subjects: Economics , Biology , Psychology , Mathematics
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    Keywords: Regressionsanalyse ; Multivariate Analyse ; Statistik
    Library Location Call Number Volume/Issue/Year Availability
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  • 4
    Book
    Book
    Cambridge [u.a.] : Cambridge Univ. Press
    UID:
    gbv_656935219
    Format: XXII, 625 S. , Ill., graph. Darst.
    Edition: 9. print.
    ISBN: 9780521867061 , 9780521686891
    Series Statement: Analytical methods for social research
    Note: Literaturverz. S. 575 - 600
    Language: English
    Subjects: Economics , Biology , Mathematics , Psychology
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    Keywords: Regressionsanalyse
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  • 5
    Online Resource
    Online Resource
    Bogotá : Univ. de los Andes, Fac. de Economía, CEDE
    UID:
    gbv_615086586
    Format: Online-Ressource (48 S.)
    Series Statement: Documentos CEDE 2009,8
    Note: Zsfassung in span. Sprache
    Additional Edition: Druckausg. García, Sandra The impact of conditional cash transfers on children's school achievement Bogotá, 2009
    Language: English
    Keywords: Arbeitspapier ; Graue Literatur
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  • 6
    UID:
    gbv_1699200270
    Format: XV, 534 Seiten , Diagramme
    ISBN: 9781107023987 , 9781107676510
    Series Statement: Analytical methods for social research
    Content: Most textbooks on regression focus on theory and the simplest of examples. Real statistical problems, however, are complex and subtle. This is not a book about the theory of regression. It is about using regression to solve real problems of comparison, estimation, prediction, and causal inference. Unlike other books, it focuses on practical issues such as sample size and missing data and a wide range of goals and techniques. It jumps right in to methods and computer code you can use immediately. Real examples, real stories from the authors' experience demonstrate what regression can do and its limitations, with practical advice for understanding assumptions and implementing methods for experiments and observational studies. They make a smooth transition to logistic regression and GLM. The emphasis is on computation in R and Stan rather than derivations, with code available online. Graphics and presentation aid understanding of the models and model fitting.
    Note: Literaturverzeichnis: Seite 497-515, Register , Hier auch später erschienene, unveränderte Nachdrucke
    Additional Edition: ISBN 9781139161879
    Language: English
    Subjects: Economics , Mathematics
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    Keywords: Regressionsanalyse
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  • 7
    UID:
    gbv_549196854
    Format: XXII, 625 S. , graph. Darst. , 26 cm
    Edition: Repr. with corr., 3. print.
    ISBN: 0521867061 , 052168689X , 9780521867061 , 9780521686891
    Series Statement: Analytical methods for social research
    Note: Literaturverz. S. 575 - 600 , Mit Reg , First published 2007 , Hier auch später erschienene, unveränderte Nachdrucke
    Language: English
    Subjects: Economics , Psychology
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    Keywords: Regressionsanalyse
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  • 8
    Book
    Book
    Cambridge :Cambridge University Press,
    UID:
    almafu_BV046860521
    Format: XV, 534 Seiten : , Diagramme.
    ISBN: 978-1-107-67651-0 , 978-1-107-02398-7
    Series Statement: Analytical methods for social research
    Content: Most textbooks on regression focus on theory and the simplest of examples. Real statistical problems, however, are complex and subtle. This is not a book about the theory of regression. It is about using regression to solve real problems of comparison, estimation, prediction, and causal inference. Unlike other books, it focuses on practical issues such as sample size and missing data and a wide range of goals and techniques. It jumps right in to methods and computer code you can use immediately. Real examples, real stories from the authors' experience demonstrate what regression can do and its limitations, with practical advice for understanding assumptions and implementing methods for experiments and observational studies. They make a smooth transition to logistic regression and GLM. The emphasis is on computation in R and Stan rather than derivations, with code available online. Graphics and presentation aid understanding of the models and model fitting
    Language: English
    Subjects: Economics , Geography , Mathematics , Sociology
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    Keywords: Regressionsanalyse
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  • 9
    UID:
    almahu_9947932045702882
    Format: xvi, 323 p. : , ill., maps.
    Edition: Electronic reproduction. Ann Arbor, MI : ProQuest, 2015. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries.
    Language: English
    Keywords: Electronic books.
    Library Location Call Number Volume/Issue/Year Availability
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  • 10
    Book
    Book
    Cambridge :Cambridge University Press,
    UID:
    almahu_BV046860521
    Format: XV, 534 Seiten : , Diagramme.
    ISBN: 978-1-107-67651-0 , 978-1-107-02398-7
    Series Statement: Analytical methods for social research
    Content: Most textbooks on regression focus on theory and the simplest of examples. Real statistical problems, however, are complex and subtle. This is not a book about the theory of regression. It is about using regression to solve real problems of comparison, estimation, prediction, and causal inference. Unlike other books, it focuses on practical issues such as sample size and missing data and a wide range of goals and techniques. It jumps right in to methods and computer code you can use immediately. Real examples, real stories from the authors' experience demonstrate what regression can do and its limitations, with practical advice for understanding assumptions and implementing methods for experiments and observational studies. They make a smooth transition to logistic regression and GLM. The emphasis is on computation in R and Stan rather than derivations, with code available online. Graphics and presentation aid understanding of the models and model fitting
    Language: English
    Subjects: Economics , Geography , Mathematics , Sociology
    RVK:
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    Keywords: Regressionsanalyse
    Library Location Call Number Volume/Issue/Year Availability
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