Bayesian Statistics in Action

Chapter 1 Sequential Monte Carlo Methods in Random Intercept Models for Longitudinal Data

Chapter 2 On the Truncation Error of a Superposed Gamma Process

Chapter 3 On the Study of Two Models for Integer-Valued High-Frequency Data

Chapter 4 Identification and Estimation of Principal Causal Effects in Randomized Experiments with Treatment Switching

Chapter 5 A Bayesian Joint Dispersion Model with Flexible Links

Chapter 6 Local Posterior Concentration Rate for Multilevel Sparse Sequences

Chapter 7 Likelihood Tempering in Dynamic Model Averaging

Chapter 8 Localization in High-Dimensional Monte Carlo Filtering

Chapter 10 Bayesian Hierarchical Model for Assessment of Climate Model Biases

Chapter 11 An Application of Bayesian Seemingly Unrelated Regression Models with Flexible Tails

Chapter 12 Bayesian Inference of Stochastic Pursuit Models from Basketball Tracking Data

Chapter 13 Identification of Patient-Specific Parameters in a Kinetic Model of Fluid and Mass Transfer During Dialysis

Chapter 14 A Bayesian Nonparametric Approach to Ecological Risk Assessment

Chapter 15 Approximate Bayesian Computation Methods in the Identification of Atmospheric Contamination Sources for DAPPLE Experiment

Chapter 16 Bayesian Survival Analysis to Model Plant Resistance and Tolerance to Virus Diseases

Chapter 17 Randomization Inference and Bayesian Inference in Regression Discontinuity Designs: An Application to Italian University Grants

Chapter 18 Bayesian Methods for Microsimulation Models

Chapter 19 A Bayesian Model for Describing and Predicting the Stochastic Demand of Emergency Calls

Chapter 20 Flexible Parallel Split-Merge MCMC for the HDP

Chapter 21 Bayesian Inference for Continuous Time Animal Movement Based on Steps and Turns

Chapter 22 Explaining the Lethality of Boko Haram’s Terrorist Attacks in Nigeria, 2009–2014: A Hierarchical Bayesian Approach

Chapter 23 Optimizing Movement of Cooperating Pedestrians by Exploiting Floor-Field Model and Markov Decision Process