Handbook of Missing Data Methodology |
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| Editor:
| Molenberghs, Geert
Fitzmaurice, Garrett
Kenward, Michael G.
Tsiatis, Anastasios
Verbeke, Geert |
| Series title: | Chapman and Hall/CRC Handbooks of Modern Statistical Methods Ser. |
| ISBN: | 978-1-4398-5461-7 |
| Publication Date: | Nov 2014 |
| Publisher: | CRC Press LLC
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| Imprint: | Chapman & Hall/CRC |
| Book Format: | Hardback |
| List Price: | USD $120.00USD $104.95USD $157.43 |
Book Description:
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This handbook presents many methodological advances and the latest applications of missing data methods in empirical research. It outlines a general taxonomy of missing data mechanisms and their implications for analysis and describes alternatives for estimating models when data are missing. The book covers a range of approaches that assess the sensitivity of inferences to alternative assumptions about the missing data process. It also discusses how to handle missing data in...
More Description
This handbook presents many methodological advances and the latest applications of missing data methods in empirical research. It outlines a general taxonomy of missing data mechanisms and their implications for analysis and describes alternatives for estimating models when data are missing. The book covers a range of approaches that assess the sensitivity of inferences to alternative assumptions about the missing data process. It also discusses how to handle missing data in clinical trials and sample surveys.