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Bayesian Networks And Decision Graphs (Information Science And Statistics)
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This Is A Brand New Edition Of An Essential Work On Bayesian Networks And Decision Graphs. It Is An Introduction To Probabilistic Graphical Models Including Bayesian Networks And Influence Diagrams. The Reader Is Guided Through The Two Types Of Frameworks With Examples And Exercises, Which Also Give Instruction On How To Build These Models. Structured In Two Parts, The First Section Focuses On Probabilistic Graphical Models, While The Second Part Deals With Decision Graphs, And In Addition To The Frameworks Described In The Previous Edition, It Also Introduces Markov Decision Process And Partially Ordered Decision Problems.
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- Q: What is the size of the book? A: The book measures six and a half inches in length, three-quarters of an inch in width, and nine and two hundredths inches in height.
- Q: How many pages does this book have? A: This book contains four hundred sixty-three pages, providing a comprehensive exploration of its topics.
- Q: What type of binding does the book have? A: The book features hardcover binding, which ensures durability and longevity.
- Q: Who is the author of this book? A: The author is Thomas Dyhre Nielsen, a notable figure in the field of probabilistic graphical models.
- Q: What are the main topics covered in the book? A: The book covers probabilistic graphical models, decision graphs, Bayesian networks, and influence diagrams.
- Q: Is this book suitable for beginners? A: Yes, the book is structured to cater to both beginners and advanced readers, with examples and exercises.
- Q: Can I use this book for self-study? A: Yes, this book is designed for self-study as well as for use in academic settings.
- Q: Are there exercises in the book? A: Yes, the book includes several examples and exercises to help readers practice the material.
- Q: How do I keep this book in good condition? A: Store the book in a cool, dry place and avoid exposing it to direct sunlight to maintain its condition.
- Q: Can I clean the book if it gets dirty? A: Yes, gently wipe the surface with a dry cloth to clean any dust or dirt.
- Q: What should I do if the book arrives damaged? A: Contact the seller for a replacement or return if the book arrives damaged.
- Q: Is there a warranty for this book? A: Books typically do not come with a warranty, but check the seller's return policy for options.
- Q: What if I need help understanding the content? A: You can seek additional resources online or consult with peers to clarify any confusing topics.
- Q: Is this book appropriate for advanced readers? A: Yes, the book offers advanced concepts and in-depth analysis suited for experienced readers.
- Q: Does this book include recent advancements in the field? A: Yes, the new edition includes updates on recent advancements in Bayesian network modeling.
- Q: What genre does this book belong to? A: This book falls under the genre of academic textbooks, specifically in Information Science and Statistics.