Measuring Agreement: Models, Methods, And Applications (wiley Series In Probability And Statistics)
by Pankaj K. Choudhary /
2017 / English / PDF
2.5 MB Download
Presents statistical methodologies for analyzing common types
of data from method comparison experiments and illustrates their
applications through detailed case studies
Presents statistical methodologies for analyzing common types
of data from method comparison experiments and illustrates their
applications through detailed case studiesMeasuring Agreement: Models, Methods, and Applications
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:
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
• Strikes a balance between theory and applications
• Presents parametric as well as nonparametric methodologies
• 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
• 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
• Discusses sample size determination for trials on measuring
agreement
• Contains real-world case studies and exercises throughout
• Contains real-world case studies and exercises throughout
• Provides a supplemental website containing the related datasets
and R code
• Provides a supplemental website containing the related datasets
and R codeMeasuring Agreement: Models, Methods, and Applications
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.
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.
