UID:
almafu_9959328459702883
Format:
1 online resource (xv, 276 pages) :
,
illustrations, map
ISBN:
9780470580059
,
0470580054
,
9780470580066
,
0470580062
,
1282548301
,
9781282548305
,
9786612548307
,
6612548304
Series Statement:
Wiley Series in Survey Methodology ; v.565
Content:
A complete guide to carrying out complex survey analysis using R. As survey analysis continues to serve as a core component of sociological research, researchers are increasingly relying upon data gathered from complex surveys to carry out traditional analyses. Complex Surveys is a practical guide to the analysis of this kind of data using R, the freely available and downloadable statistical programming language. As creator of the specific survey package for R, the author provides the ultimate presentation of how to successfully use the software for analyzing data from complex surveys while also utilizing the most current data from health and social sciences studies to demonstrate the application of survey research methods in these fields.
Note:
Complex Surveys: A Guide to Analysis Using R; Contents; Acknowledgments; Preface; Acronyms; 1 Basic Tools; 2. Simple and Stratified sampling; 3. Cluster sampling; 4. Graphics; 5 Ratios and linear regression; 6 Categorical data regression; 7 Post-stratification, raking and calibration; 8 Two-phase sampling; 9 Missing data; 10 * Causal inference; Appendix A: Analytic Details; Appendix B: Basic R; Appendix C: Computational details; Appendix D: Database-backed design objects; Appendix E: Extending the package; References; Author Index; Topic Index.
,
English.
Additional Edition:
Print version: Lumley, Thomas, 1969- Complex surveys. Hoboken, N.J. : John Wiley, ©2010 ISBN 9780470284308
Language:
English
Subjects:
Computer Science
,
Mathematics
,
Sociology
Keywords:
Electronic books.
;
Electronic books.
;
Electronic books.
DOI:
10.1002/9780470580066
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470580066
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470580066
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470580066
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