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...
Συγγραφή απο Οργανισμό/Αρχή: | |
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Άλλοι συγγραφείς: | , , , |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Cham :
Springer International Publishing : Imprint: Springer,
2017.
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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.