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Measuring agreement : models, methods, and applications /
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...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Hoboken, NJ :
John Wiley & Sons, Inc.,
2017.
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| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
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| 100 | 1 | |a Choudhary, Pankaj K. |q (Pankaj Kumar), |d 1975- |e author. | |
| 245 | 1 | 0 | |a Measuring agreement : |b models, methods, and applications / |c Pankaj K. Choudhary, Haikady N. Nagaraja. |
| 264 | 1 | |a Hoboken, NJ : |b John Wiley & Sons, Inc., |c 2017. | |
| 300 | |a 1 online resource (1 volume) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a data file | ||
| 588 | 0 | |a Print version record. | |
| 504 | |a Includes bibliographical references. | ||
| 505 | 0 | |a Introduction -- Common approaches for measuring agreement -- A general approach for modeling and inference -- Paired measurements data -- Repeated measurements data -- Heteroscedastic data -- Data from multiple methods -- Data with covariates -- Longitudinal data -- A nonparametric approach -- Sample size determination -- Categorical data. | |
| 520 | |a 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 | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Statistics |x Methodology. | |
| 650 | 7 | |a Statistics |x Methodology. |2 fast |0 (OCoLC)fst01132125 | |
| 700 | 1 | |a Nagaraja, H. N. |q (Haikady Navada), |d 1954- |e author. | |
| 776 | 0 | 8 | |i Print version: |a Choudhary, Pankaj K. (Pankaj Kumar), 1975- |t Measuring agreement. |d Hoboken, NJ : John Wiley & Sons, Inc., 2017 |z 9781118078587 |w (DLC) 2017022085 |w (OCoLC)995629763 |
| 856 | 4 | 0 | |u https://learning.oreilly.com/library/view/~/9781118078587/?ar |z Texto completo (Requiere registro previo con correo institucional) |
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