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Multiple Imputation and its Application
Language: en
Pages: 368
Authors: James Carpenter
Categories: Medical
Type: BOOK - Published: 2012-12-21 - Publisher: John Wiley & Sons

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A practical guide to analysing partially observeddata. Collecting, analysing and drawing inferences from data iscentral to research in the medical and social sc
Flexible Imputation of Missing Data, Second Edition
Language: en
Pages: 444
Authors: Stef van Buuren
Categories: Mathematics
Type: BOOK - Published: 2018-07-17 - Publisher: CRC Press

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Missing data pose challenges to real-life data analysis. Simple ad-hoc fixes, like deletion or mean imputation, only work under highly restrictive conditions, w
Multiple Imputation and its Application
Language: en
Pages: 469
Authors: James R. Carpenter
Categories: Medical
Type: BOOK - Published: 2023-07-20 - Publisher: John Wiley & Sons

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Multiple Imputation and its Application The most up-to-date edition of a bestselling guide to analyzing partially observed data In this comprehensively revised
Multiple Imputation for Nonresponse in Surveys
Language: en
Pages: 258
Authors: Donald B. Rubin
Categories: Mathematics
Type: BOOK - Published: 2009-09-25 - Publisher: John Wiley & Sons

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Demonstrates how nonresponse in sample surveys and censuses can be handled by replacing each missing value with two or more multiple imputations. Clearly illust
Multiple Imputation of Missing Data in Practice
Language: en
Pages: 419
Authors: Yulei He
Categories: Mathematics
Type: BOOK - Published: 2021-11-20 - Publisher: CRC Press

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Multiple Imputation of Missing Data in Practice: Basic Theory and Analysis Strategies provides a comprehensive introduction to the multiple imputation approach