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Complex Surveys : A Guide to Analysis Using R - neues Buch
ISBN: 9780470580059
A complete guide to carrying out complex survey analysis using RAs survey analysis continues to serve as a core component of sociological research, researchers are increasingly relying up… Mehr…
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2010, ISBN: 9780470580059
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Complex Surveys - neues Buch
2010, ISBN: 9780470580059
A complete guide to carrying out complex survey analysis usingR As survey analysis continues to serve as a core component ofsociological research, researchers are increasingly relying … Mehr…
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Complex Surveys - Erstausgabe
2011, ISBN: 9780470580059
A Guide to Analysis Using R, eBooks, eBook Download (EPUB,PDF), 1. Auflage, [PU: John Wiley & Sons], John Wiley & Sons, 2011
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Complex Surveys : A Guide to Analysis Using R - neues Buch
ISBN: 9780470580059
A complete guide to carrying out complex survey analysis using RAs survey analysis continues to serve as a core component of sociological research, researchers are increasingly relying up… Mehr…
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Complex Surveys : A Guide to Analysis Using R - neues BuchISBN: 9780470580059
A complete guide to carrying out complex survey analysis using RAs survey analysis continues to serve as a core component of sociological research, researchers are increasingly relying up… Mehr…
Complex Surveys - neues Buch
2010
ISBN: 9780470580059
A complete guide to carrying out complex survey analysis usingR As survey analysis continues to serve as a core component ofsociological research, researchers are increasingly relying … Mehr…
Complex Surveys - neues Buch
2010, ISBN: 9780470580059
A complete guide to carrying out complex survey analysis usingR As survey analysis continues to serve as a core component ofsociological research, researchers are increasingly relying … Mehr…
Complex Surveys - Erstausgabe
2011, ISBN: 9780470580059
A Guide to Analysis Using R, eBooks, eBook Download (EPUB,PDF), 1. Auflage, [PU: John Wiley & Sons], John Wiley & Sons, 2011
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Detailangaben zum Buch - Complex Surveys
EAN (ISBN-13): 9780470580059
ISBN (ISBN-10): 0470580054
Erscheinungsjahr: 2010
Herausgeber: John Wiley & Sons
320 Seiten
Sprache: eng/Englisch
Buch in der Datenbank seit 2012-05-05T13:22:32+02:00 (Berlin)
Detailseite zuletzt geändert am 2024-02-09T16:24:21+01:00 (Berlin)
ISBN/EAN: 0470580054
ISBN - alternative Schreibweisen:
0-470-58005-4, 978-0-470-58005-9
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: lumley, freely john, thomas
Titel des Buches: complex surveys guide analysis using, surveys novel
Daten vom Verlag:
Autor/in: Thomas S. Lumley
Titel: Wiley Series in Survey Methodology; Complex Surveys - A Guide to Analysis Using R
Verlag: Wiley; John Wiley & Sons
296 Seiten
Erscheinungsjahr: 2010-03-31
Sprache: Englisch
78,99 € (DE)
Not available (reason unspecified)
EA; E107; E-Book; Nonbooks, PBS / Mathematik/Wahrscheinlichkeitstheorie, Stochastik, Mathematische Statistik; Wahrscheinlichkeitsrechnung und Statistik; Datenerhebung; Methoden der Daten- u. Stichprobenerhebung; Statistics; Statistik; Survey Research Methods & Sampling; Methoden der Daten- u. Stichprobenerhebung; BC
Acknowledgments. Preface. Acronyms. 1 Basic Tools. 1.1 Goals of inference. 1.2 An introduction to the data. 1.3 Obtaining the software. 1.4 Using R. Exercises. 2 Simple and Stratified sampling. 2.1 Analysing simple random samples. 2.2 Stratified sampling. 2.3 Replicate weights. 2.4 Other population summaries. 2.5 Estimates in subpopulations. 2.6 Design of stratified samples. Exercises. 3 Cluster sampling. 3.1 Introduction. 3.2 Describing multistage designs to R. 3.3 Sampling by size. 3.4 Repeated measurements. Exercises. 4 Graphics. 4.1 Why is survey data different? 4.2 Plotting a table. 4.3 One continuous variable. 4.4 Two continuous variables. 4.5 Conditioning plots. 4.6 Maps. Exercises. 5 Ratios and linear regression. 5.1 Ratio estimation. 5.2 Linear regression. 5.3 Is weighting needed in regression models? 6 Categorical data regression 109. 6.1 Logistic regression 110. 6.2 Ordinal regression 117. 6.3 Loglinear models 123. 7 Poststratification, raking and calibration. 7.1 Introduction. 7.2 Poststratification. 7.3 Raking. 7.4 Generalized raking, GREG estimation, and calibration. 7.5 Basu's elephants. 7.6 Selecting auxiliary variables for nonresponse. Exercises. 8 Twophase sampling. 8.1 Multistage and multiphase sampling. 8.2 Sampling for stratification. 8.3 The case-control design. 8.4 Sampling from existing cohorts. 8.5 Using auxiliary information from phase one. Exercises. 9 Missing data. 9.1 Item nonresponse. 9.2 Twophase estimation for missing data. 9.3 Imputation of missing data. Exercises. 10 Causal inference. 10.1 IPTW estimators. 10.2 Marginal Structural Models. Appendix A: Analytic details. A.1 Asymptotics. A.2 Variances by linearization. A.3 Tests in contingency tables. A.4 Multiple imputation. A.5 Calibration and influence functions. A.6 Calibration in randomized trials and ANCOVA. Appendix B: Basic R. B.1 Reading data. B.2 Data manipulation. B.3 Randomness. B.4 Methods and objects. B.5 Writing functions. Appendix C: Computational details. C.1 Linearization. C.2 Replicate weights. C.3 Scatterplot smoothers. C.4 Quantiles. C.5 Bug reports and feature requests. Appendix D: Databasebacked design objects. D.1 Large data. D.2 Setting up database interfaces. Appendix E: Extending the survey package. E.1 A case study: negative binomial regression. E.2 Using a Poisson model. E.3 Replicate weights. E.4 Linearization. References. Author Index. Topic Index.Weitere, andere Bücher, die diesem Buch sehr ähnlich sein könnten:
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