Bayesian Statistics and New Generations

Chapter 1 A Polya Tree Based Model for Unmarked Individuals in an Open Wildlife Population

Chapter 2 Bias Estimation and Correction Using Bootstrap Simulation of the Linking Process

Chapter 3 Non-parametric Overlapping Community Detection

Chapter 4 Posterior Consistency in the Binomial Model with Unknown Parameters: A Numerical Study

Chapter 5 Learning in the Absence of Training Data—A Galactic Application

Chapter 6 Multiplicative Latent Force Models

Chapter 7 particleMDI: A Julia Package for the Integrative Cluster Analysis of Multiple Datasets

Chapter 8 Approaches Toward the Bayesian Estimation of the Stochastic Volatility Model with Leverage

Chapter 9 Efficient Metropolis-Hastings Sampling for Nonlinear Mixed Effects Models

Chapter 10 Comparison Between Suitable Priors for Additive Bayesian Networks

Chapter 11 A Bayesian Nonparametric Model for Integrative Clustering of Omics Data

Chapter 12 Bayesian Inference of Interaction Effects in Item-Level Hierarchical Twin Data

Chapter 13 A Phase II Clinical Trial Design for Associated Co-primary Efficacy and Toxicity Outcomes with Baseline Covariates

Chapter 14 A Conditional Autoregressive Model for Estimating Slow and Fast Diffusion from Magnetic Resonance Images

Chapter 15 Simulation Study of HIV Temporal Patterns Using Bayesian Methodology

Chapter 16 Modelling with Non-stratified Chain Event Graphs

Chapter 17 Modelling Career Trajectories of Cricket Players Using Gaussian Processes

Chapter 18 Ice Cores and Emulation: Learning More About Past Ice Sheet Shapes