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Complex surveys : a guide to analysis using R

Author: Thomas Lumley
Publisher: Hoboken, N.J. : John Wiley, ©2010.
Series: Wiley series in survey methodology.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Lumley, Thomas, 1969-
Complex surveys.
Hoboken, N.J. : John Wiley, ©2010
(DLC) 2009033999
(OCoLC)426813602
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Thomas Lumley
ISBN: 9780470580059 0470580054 9780470580066 0470580062 1282548301 9781282548305 9786612548307 6612548304
OCLC Number: 587389543
Language Note: English.
Description: 1 online resource (xv, 276 pages) : illustrations, map
Contents: 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.
Series Title: Wiley series in survey methodology.
Responsibility: Thomas Lumley.

Abstract:

* Incorporates the use of R subroutines in the analysis ofsurveys * Realistically large, but not technologically inaccessible, datasets are showcased to illustrate the need for and utility of the  Read more...

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