Princeton University Library Catalog

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.
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.
Subject(s):
ISBN:
  • 9780470284308 (pbk.)
  • 0470284307 (pbk.)
LCCN:
2009033999
OCLC:
426813602
RCP:
C - S