Bayesian Statistics in Action BAYSM 2016, Florence, Italy, June 19-21 /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Argiento, Raffaele (Επιμελητής έκδοσης), Lanzarone, Ettore (Επιμελητής έκδοσης), Antoniano Villalobos, Isadora (Επιμελητής έκδοσης), Mattei, Alessandra (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Σειρά: Springer Proceedings in Mathematics & Statistics, 194
• Θέματα: Statistics.; Statistical Theory and Methods.; Statistics and Computing/Statistics Programs.; Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law.; Statistics for Business/Economics/Mathematical Finance/Insurance.

This book is a selection of peer-reviewed contributions presented at the third Bayesian Young Statisticians Meeting, BAYSM 2016, Florence, Italy, June 19-21. The meeting provided a unique opportunity for young researchers, M.S. students, Ph.D. students, and postdocs dealing with Bayesian statistics...

Πίνακας περιεχομένων:

• Part I THEORY AND METHODS
• 1 Sequential Monte Carlo methods in random intercept models for longitudinal data
• 2 On the truncation error of a superposed gamma process
• 3 On the study of two models for integer valued high-frequency data
• 4 Identification and Estimation of Principal Causal Effects in Randomized Experiments with Treatment Switching
• 5 A Bayesian Joint Dispersion Model with Flexible Links
• 6 Local posterior concentration rate for multilevel sparse sequences
• 7 Likelihood Tempering in Dynamic Model Averaging
• 8 Localization in High-Dimensional Monte Carlo Filtering
• 9 Linear inverse problem with range prior on correlations and its Variational Bayes. Part II APPLICATIONS AND CASE STUDIES
• 10 Bayesian hierarchical model for assessment of climate model biases
• 11 An application of Bayesian seemingly unrelated regression models with flexible tails
• 12 Bayesian Inference of Stochastic Pursuit Models from Basketball Tracking Data
• 13 Identification of patient-specific parameters in a kinetic model of fluid and mass transfer during dialysis
• 14 A Bayesian nonparametric approach to ecological risk assessment
• 15 Approximate Bayesian Computation Methods in the identification of atmospheric contamination sources for DAPPLE experiment
• 16 Bayesian survival analysis to model plant resistance and tolerance to virus diseases
• 17 Randomization Inference and Bayesian Inference in Regression Discontinuity Design: An application to Italian University grants
• 18 Bayesian methods for microsimulation models
• 19 A Bayesian Model for Describing and Predicting the Stochastic Demand of Emergency Calls
• 20 Flexible Parallel Split-Merge MCMC for the HDP
• 21 Bayesian Inference for Continuous Time Animal Movement Based on Steps and Turns
• 22 Explaining the Lethality of Boko Haram’s Terrorist Attacks in Nigeria, 2009-2014: A Hierarchical Bayesian Approach
• 23 Optimizing movement of cooperating pedestrians by exploiting floor-field model and Markov decision process.