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Mixed Models: Theory and Applications with R / Edition 2
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Barnes and Noble
Mixed Models: Theory and Applications with R / Edition 2
Current price: $157.75
Barnes and Noble
Mixed Models: Theory and Applications with R / Edition 2
Current price: $157.75
Loading Inventory...
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“This book will serve to greatly complement the growing number of texts dealing with mixed models, and I highly recommend including it in one’s personal library.”
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Mixed modeling is a crucial area of statistics, enabling the analysis of clustered and longitudinal data.
fills a gap in existing literature between mathematical and applied statistical books by presenting a powerful examination of mixed model theory and application with special attention given to the implementation in R.
The new edition provides in-depth mathematical coverage of mixed models’ statistical properties and numerical algorithms, as well as nontraditional applications, such as regrowth curves, shapes, and images. The book features the latest topics in statistics including modeling of complex clustered or longitudinal data, modeling data with multiple sources of variation, modeling biological variety and heterogeneity, Healthy Akaike Information Criterion (HAIC), parameter multidimensionality, and statistics of image processing.
features unique applications of mixed model methodology, as well as:
Ideal for graduate-level courses in mixed statistical modeling, the book is also an excellent reference for professionals in a range of fields, including cancer research, computer science, and engineering.