Applied Bayesian modelling /

• Κύριος συγγραφέας: Congdon, P. (συγγραφέας.)
• Μορφή: Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Chichester, West Sussex, England ; Hoboken, NJ : Wiley, c2003.
• Σειρά: Wiley series in probability and statistics
• Θέματα: Μπεϋζιανή στατιστική θεωρία αποφάσεων; Μαθηματική στατιστική; Ηλεκτρονικά βιβλία

The use of Bayesian statistics has grown significantly in recent years, and will undoubtedly continue to do so. Applied Bayesian Modelling is the follow-up to the author's best selling book, Bayesian Statistical Modelling, and focuses on the potential applications of Bayesian techniques in a wi...

Πίνακας περιεχομένων:

• Applied Bayesian Modelling; Contents; Preface; Chapter 1 The Basis for, and Advantages of, Bayesian Model Estimation via Repeated Sampling; Chapter 2 Hierarchical Mixture Models; Chapter 3 Regression Models; Chapter 4 Analysis of Multi-Level Data; Chapter 5 Models for Time Series; Chapter 6 Analysis of Panel Data; Chapter 7 Models for Spatial Outcomes and Geographical Association; Chapter 8 Structural Equation and Latent Variable Models; Chapter 9 Survival and Event History Models; Chapter 10 Modelling and Establishing Causal Relations: Epidemiological Methods and Models; Index.