Missing Data
Paul D. Allison
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Description for Missing Data
Paperback. Series: Quantitative Applications in the Social Sciences. Num Pages: 104 pages, illustrations. BIC Classification: JHBC. Category: (U) Tertiary Education (US: College). Dimension: 216 x 142 x 6. Weight in Grams: 130.
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 nontechnical 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 ... Read more
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 nontechnical 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 ... Read more
Product Details
Format
Paperback
Publication date
2001
Publisher
SAGE Publications Inc United States
Number of pages
104
Condition
New
Series
Quantitative Applications in the Social Sciences
Number of Pages
104
Place of Publication
Thousand Oaks, United States
ISBN
9780761916727
SKU
V9780761916727
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-99
About Paul D. Allison
Paul D. Allison, Ph.D., is Professor of Sociology at the University of Pennsylvania where he teaches graduate courses in methods and statistics. He is also the founder and president of Statistical Horizons LLC which offers short courses on a wide variety of statistical topics. After completing his doctorate in sociology at the University of Wisconsin, he did postdoctoral study ... Read more
Reviews for Missing Data
"…an excellent resource for researchers who are conducting multivariate statistical studies."
Richard A. Chechile
Richard A. Chechile