Interdisciplinary Bayesian Statistics

Table of Contents

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   Book Overview
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   Chapter 1 What About the Posterior Distributions When the Model is Non-dominated?
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   Chapter 2 Predictive Inference Under Exchangeability, and the Imprecise Dirichlet Multinomial Model
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   Chapter 3 Bayesian Learning of Material Density Function by Multiple Sequential Inversions of 2-D Images in Electron Microscopy
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   Chapter 4 Problems with Constructing Tests to Accept the Null Hypothesis
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   Chapter 5 Cognitive-Constructivism, Quine, Dogmas of Empiricism, and Münchhausen’s Trilemma
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   Chapter 6 A Maximum Entropy Approach to Learn Bayesian Networks from Incomplete Data
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   Chapter 7 Bayesian Inference in Cumulative Distribution Fields
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   Chapter 8 MCMC-Driven Adaptive Multiple Importance Sampling
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    Chapter 9 Bayes Factors for Comparison of Restricted Simple Linear Regression Coefficients
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    Chapter 10 A Spanning Tree Hierarchical Model for Land Cover Classification
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    Chapter 11 Nonparametric Bayesian Regression Under Combinations of Local Shape Constraints
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    Chapter 12 A Bayesian Approach to Predicting Football Match Outcomes Considering Time Effect Weight
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    Chapter 13 Homogeneity Tests for 2×2 Contingency Tables
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    Chapter 14 Combining Optimization and Randomization Approaches for the Design of Clinical Trials
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    Chapter 15 Factor Analysis with Mixture Modeling to Evaluate Coherent Patterns in Microarray Data
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    Chapter 16 Bayesian Hypothesis Testing in Finite Populations: Bernoulli Multivariate Variables
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    Chapter 17 Bayesian Ridge-Regularized Covariance Selection with Community Behavior in Latent Gaussian Graphical Models
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    Chapter 18 Bayesian Inference of Deterministic Population Growth Models
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    Chapter 19 A Weibull Mixture Model for the Votes of a Brazilian Political Party
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    Chapter 20 An Alternative Operational Risk Methodology for Regulatory Capital Calculation
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    Chapter 21 Bayesian Approach of the Exponential Poisson Logarithmic Model
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    Chapter 22 Bayesian Estimation of Birnbaum–Saunders Log-Linear Model
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    Chapter 23 Bayesian Weighted Information Measures
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    Chapter 24 Classifying the Origin of Archeological Fragments with Bayesian Networks
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    Chapter 25 A Note on Bayesian Inference for Long-Range Dependence of a Stationary Two-State Process
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    Chapter 26 Bayesian Partition for Variable Selection in the Power Series Cure Rate Model
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    Chapter 27 Bayesian Semiparametric Symmetric Models for Binary Data
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    Chapter 28 Assessing a Spatial Boost Model for Quantitative Trait GWAS
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    Chapter 29 The Exponential-Poisson Regression Model for Recurrent Events: A Bayesian Approach
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    Chapter 30 Conditional Predictive Inference for Beta Regression Model with Autoregressive Errors