Bayesian missing data problems : EM, data augmentation and noniterative computation /: EM, data augmentation and noniterative computation. (©2010)

• Record Type: Book
• Further Information: Note: Ming T. Tan, Guo-Liang Tian, Kai Wang Ng.
• Other Names: Tan, Ming T; Tian, Guo-Liang; Ng, Kai Wang
• Contents: Cover -- Title -- Copyright -- Contents -- Preface -- CHAPTER 1 Introduction -- CHAPTER 2 Optimization, Monte Carlo Simulation and Numerical Integration -- CHAPTER 3 Exact Solutions -- CHAPTER 4 Discrete Missing Data Problems -- CHAPTER 5 Computing Posteriors in the EM-Type Structures -- CHAPTER 6 Constrained Parameter Problems -- CHAPTER 7 Checking Compatibility & Uniqueness -- APPENDIX A Basic Statistical Distributions and Stochastic Processes -- List of Figures -- List of Tables -- List of Acronyms -- List of Symbols -- References -- Author Index -- Subject Index.
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2010
• Copyright Date: 2010
• Extent: 1 online resource (xviii, 328 pages), illustrations
• Subjects: 519.5/42; Bayesian statistical decision theory; Missing observations (Statistics); Bayes Theorem; Bayesian statistical decision theory; Mathematics; Missing observations (Statistics); MATHEMATICS -- Probability & Statistics -- Bayesian Analysis; Bayesian statistical decision theory; Missing observations (Statistics); Bortfall (statistik); Statistisk metod; Electronic books
• Languages: English
• ISBNs: 9781420077506; 1420077503; 1282296884; 9781282296886
• Related ISBNs: 9781420077490; 142007749X
• Notes: Note: Includes bibliographical references (pages 298-317) and indexes.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.