Measuring agreement : models, methods, and applications
Description
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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Choudhary, P. K. 1. (. K., & Nagaraja, H. N. 1. (2017). Measuring agreement: models, methods, and applications . John Wiley & Sons, Inc..
Chicago / Turabian - Author Date Citation, 17th Edition (style guide)Choudhary, Pankaj K. 1975- (Pankaj Kumar) and H. N. 1954- Nagaraja. 2017. Measuring Agreement: Models, Methods, and Applications. Hoboken, NJ: John Wiley & Sons, Inc.
Chicago / Turabian - Humanities (Notes and Bibliography) Citation, 17th Edition (style guide)Choudhary, Pankaj K. 1975- (Pankaj Kumar) and H. N. 1954- Nagaraja. Measuring Agreement: Models, Methods, and Applications Hoboken, NJ: John Wiley & Sons, Inc, 2017.
Harvard Citation (style guide)Choudhary, P. K. 1. (. K. and Nagaraja, H. N. 1. (2017). Measuring agreement: models, methods, and applications. Hoboken, NJ: John Wiley & Sons, Inc.
MLA Citation, 9th Edition (style guide)Choudhary, Pankaj K. 1975- (Pankaj Kumar),, and H. N. 1954- Nagaraja. Measuring Agreement: Models, Methods, and Applications John Wiley & Sons, Inc., 2017.
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Grouping Information
| Grouped Work ID | 2037380e-aecd-aae5-0d4d-83bc2d5e190b-eng |
|---|---|
| Full title | measuring agreement models methods and applications |
| Author | choudhary pankaj k |
| Grouping Category | book |
| Last Update | 2025-01-24 12:33:29PM |
| Last Indexed | 2025-05-22 03:06:28AM |
Book Cover Information
| Image Source | syndetics |
|---|---|
| First Loaded | Aug 16, 2023 |
| Last Used | Feb 1, 2025 |
Marc Record
| First Detected | Mar 21, 2023 11:30:49 AM |
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| Last File Modification Time | Mar 21, 2023 11:30:49 AM |
| Suppressed | Record had no items |
MARC Record
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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 | ||
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| 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 | ||
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| 700 | 1 | |a Nagaraja, H. N.|q (Haikady Navada),|d 1954-|e author. | |
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