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Genre/Form: | Electronic books |
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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 Rsoftware system.
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