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

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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
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:
Διαθέσιμο Online:Full Text via HEAL-Link
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.