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Oviatt Library

Oviatt Library Catalog

Author Graham, John W.
Title Missing data : analysis and design / John W. Graham.
Published New York, NY : Springer, c2012.
Book Cover
 Floor3  QA276 .G7124 2012    DUE 02-28-15
Description xxiii, 323 p. : ill. (some col.) 24 cm.
Series Statistics for social and behavioral sciences.
Contents 1. Missing data theory -- 2. Analysis of missing data -- 3. Multiple imputation with norm 2.03 -- 4. Analysis with SPSS (versions without MI module) following multiple imputation with norm 2.03 -- 5. Multiple imputation and analysis with SPSS 17-20 -- 6. Multiple imputation and analysis with multilevel (cluster) data -- 7. Multiple imputation and analysis with SAS -- 8. Practical issues relating to analysis with missing data: avoiding and troubleshooting problems -- 9. Dealing with the problem of having too many variables in the imputation model -- 10. Simulations with missing data -- 11. Using modern missing data methods with auxiliary variables to mitigate the effects of attrition on statistical power -- 12. Planned missing data designs I: the 3-form design -- 13. Planned missing data design 2: two-method measurement.
Bibliography Includes bibliographical references.
Subject Missing observations (Statistics)
ISBN 1461440173 (hbk.)
9781461440178 (hbk.)
OCLC number 812404818