Complex surveys : a guide to analysis using R / Thomas Lumley.

Author
Lumley, Thomas, 1969- [Browse]
Format
Book
Language
English
Published/​Created
Hoboken, N.J. : John Wiley, c2010.
Description
xv, 276 p. : ill., map ; 24 cm.

Details

Subject(s)
Series
Wiley series in survey methodology. [More in this series]
Summary note
"Complex Surveys is an excellent book for courses on sampling and complex surveys at the upper-undergraduate and graduate levels. It is also a practical reference guide for applied statisticians and practitioners in the social and health sciences who use statistics in their everyday work."--BOOK JACKET.
Bibliographic references
Includes bibliographical references and indexes.
Contents
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 -- App. A. Analytic details -- App. B. Basic R -- App. C. Computational details -- App. D. Database-backed design objects -- App. E. Extending the package.
ISBN
  • 9780470284308 (pbk.)
  • 0470284307 (pbk.)
LCCN
2009033999
OCLC
426813602
RCP
C - S

Supplementary Information