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Applied Bayesian Modeling
congdon, Peter
copyright @ 2003 John wiley & Sons Ltd
Content
Preface
Chapter 1 The basis for ,and advantage 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 medels
Chapter 9 Survival and event history models
Chapter 10 Modeling and establishing causal relations: espidemiological methods and models
Index