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Missing Data

Language EnglishEnglish
Book Paperback
Book Missing Data Paul D. Allison
Libristo code: 04684040
Publishers SAGE Publications Inc, October 2001
Sooner or later anyone who does statistical analysis runs into problems with missing data in which i... Full description
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Sooner or later anyone who does statistical analysis runs into problems with missing data in which information for some variables is missing for some cases. Why is this a problem? Because most statistical methods presume that every case has information on all the variables to be included in the analysis. Using numerous examples and practical tips, this book offers a non-technical explanation of the standard methods for missing data (such as listwise or casewise deletion) as well as two newer (and, better) methods, maximum likelihood and multiple imputation. Anyone who has been relying on ad-hoc methods that are statistically inefficient or biased will find this book a welcome and accessible solution to their problems with handling missing data.

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About the book

Full name Missing Data
Language English
Binding Book - Paperback
Date of issue 2001
Number of pages 104
EAN 9780761916727
ISBN 0761916725
Libristo code 04684040
Weight 130
Dimensions 142 x 216 x 6
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