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Handbook of Missing Data Methodology

Handbook of Missing Data Methodology

Hardcover

Series: Chapman & Hall/CRC Handbooks of Modern Statistical Methods, Book 5

Probability & Statistics

ISBN10: 1439854610
ISBN13: 9781439854617
Publisher: CRC Press
Published: Nov 10 2014
Pages: 598
Weight: 2.69
Height: 1.30 Width: 7.10 Depth: 10.00
Language: English

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.

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Probability & Statistics