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Multiple Imputation And Its Application 2E at Meripustak

Multiple Imputation And Its Application 2E by James R Carpenter, John Wiley

Books from same Author: James R Carpenter

Books from same Publisher: John Wiley

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  • General Information  
    Author(s)James R Carpenter
    PublisherJohn Wiley
    Edition2nd Edition
    ISBN9781119756088
    Pages464
    BindingHardcover
    LanguageEnglish
    Publish YearJuly 2023

    Description

    John Wiley Multiple Imputation And Its Application 2E by James R Carpenter

    Multiple Imputation and its ApplicationThe most up-to-date edition of a bestselling guide to analyzing partially observed dataIn this comprehensively revised Second Edition of Multiple Imputation and its Application, a team of distinguished statisticians delivers an overview of the issues raised by missing data, the rationale for multiple imputation as a solution, and the practicalities of applying it in a multitude of settings.With an accessible and carefully structured presentation aimed at quantitative researchers, Multiple Imputation and its Application is illustrated with a range of examples and offers key mathematical details. The book includes a wide range of theoretical and computer-based exercises, tested in the classroom, which are especially useful for users of R or Stata. Readers will find:A comprehensive overview of one of the most effective and popular methodologies for dealing with incomplete data setsCareful discussion of key conceptsA range of examples illustrating the key ideasPractical advice on using multiple imputationExercises and examples designed for use in the classroom and/or private studyWritten for applied researchers looking to use multiple imputation with confidence, and for methods researchers seeking an accessible overview of the topic, Multiple Imputation and its Application will also earn a place in the libraries of graduate students undertaking quantitative analyses.



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