Measuring Agreement "Models, Methods, and Applications "

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Choudhary, Pankaj K., Nagaraja, H.

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ISBN:9781118078587
Editorial: Wiley & Sons Ltd.
Fecha de la edición:2017
Encuadernación:
Nº Pág.:360
Idiomas:Ingles,Inglés

Materias:

/ Economía Cuantitativa

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