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    Measuring Agreement: Models, Methods, and Applications
    Measuring Agreement: Models, Methods, and Applications
    Measuring Agreement: Models, Methods, and Applications
    Ebook749 pages7 hours

    Measuring Agreement: Models, Methods, and Applications

    By Pankaj K. Choudhary and Haikady N. Nagaraja

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    About this ebook

    Presents statistical methodologies for analyzing common types of data from method comparison experiments and illustrates their applications through detailed case studies

    Measuring Agreement: Models, Methods, and Applications features statistical evaluation of agreement between two or more methods of measurement of a variable with a primary focus on continuous data. The authors view the analysis of method comparison data as a two-step procedure where an adequate model for the data is found, and then inferential techniques are applied for appropriate functions of parameters of the model. The presentation is accessible to a wide audience and provides the necessary technical details and references. In addition, the authors present chapter-length explorations of data from paired measurements designs, repeated measurements designs, and multiple methods; data with covariates; and heteroscedastic, longitudinal, and categorical data. The book also:

    • Strikes a balance between theory and applications

    • Presents parametric as well as nonparametric methodologies

    • Provides a concise introduction to Cohen’s kappa coefficient and other measures of agreement for binary and categorical data

    • Discusses sample size determination for trials on measuring agreement

    • Contains real-world case studies and exercises throughout

    • Provides a supplemental website containing the related datasets and R code

    Measuring Agreement: Models, Methods, and Applications is a resource for statisticians and biostatisticians engaged in data analysis, consultancy, and methodological research. It is a reference for clinical chemists, ecologists, and biomedical and other scientists who deal with development and validation of measurement methods. This book can also serve as a graduate-level text for students in statistics and biostatistics.

    LanguageEnglish
    PublisherWiley
    Release dateJan 25, 2018
    ISBN9781118553244
    Measuring Agreement: Models, Methods, and Applications

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      Measuring Agreement - Pankaj K. Choudhary

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