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Graphical Models in Applied Multivariate Statistics (Wiley Series in Probability and Statistics),Used
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Graphical modelsa subset of loglinear modelsreveal the interrelationships between multiple variables and features of the underlying conditional independence. Following the theoremproofremarks format, this introduction to the use of graphical models in the description and modeling of multivariate systems covers conditional independence, several types of independence graphs, Gaussian models, issues in model selection, regression and decomposition. Many numerical examples and exercises with solutions are included.
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- Q: What is the main focus of the book 'Graphical Models in Applied Multivariate Statistics'? A: The book primarily focuses on graphical models, which are a subset of log-linear models, and how they reveal interrelationships between multiple variables, emphasizing the concept of conditional independence.
- Q: Who is the author of this book? A: The author of 'Graphical Models in Applied Multivariate Statistics' is J. Whittaker.
- Q: What topics are covered in this book? A: Topics include conditional independence, independence graphs, Gaussian models, model selection, regression, and decomposition, along with numerous numerical examples and exercises.
- Q: What is the page count and binding type of the book? A: The book has a total of 466 pages and is available in hardcover binding.
- Q: When was 'Graphical Models in Applied Multivariate Statistics' published? A: The book was published in April 1990.
- Q: Is this book suitable for beginners in multivariate statistics? A: Yes, the book is designed as an introduction to graphical models, making it suitable for beginners as well as those with some background in multivariate statistics.
- Q: Does the book include exercises or solutions? A: Yes, it includes many numerical examples and exercises with solutions to help reinforce the concepts presented.
- Q: What edition of the book is available? A: This is the first edition of 'Graphical Models in Applied Multivariate Statistics'.
- Q: What is the condition of the book being offered? A: The book is offered in 'New' condition.
- Q: What category does this book fall under? A: The book falls under the category of Probability & Statistics.