Measuring Agreement : Models, Methods, and Applications Hardback
by Pankaj K. Choudhary, Haikady N. (The Ohio State University, Columbus) Nagaraja
Part of the Wiley Series in Probability and Statistics series
Hardback
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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.
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Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:360 pages, Graphs: 50 B&W, 0 Color
- Publisher:John Wiley & Sons Inc
- Publication Date:02/01/2018
- Category:
- ISBN:9781118078587
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Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:360 pages, Graphs: 50 B&W, 0 Color
- Publisher:John Wiley & Sons Inc
- Publication Date:02/01/2018
- Category:
- ISBN:9781118078587