Bayesian Statistics and New Generations
BAYSM 2018, Warwick, UK, July 2-3 Selected Contributions
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Beschreibung
This book presents a selection of peer-reviewed contributions to the fourth Bayesian Young Statisticians Meeting, BAYSM 2018, held at the University of Warwick on 2-3 July 2018. The meeting provided a valuable opportunity for young researchers, MSc students, PhD students, and postdocs interested in Bayesian statistics to connect with the broader Bayesian community. The proceedings offer cutting-edge papers on a wide range of topics in Bayesian statistics, identify important challenges and investigate promising methodological approaches, while also assessing current methods and stimulating applications. The book is intended for a broad audience of statisticians, and demonstrates how theoretical, methodological, and computational aspects are often combined in the Bayesian framework to successfully tackle complex problems.
This book presents a selection of peer-reviewed contributions to the fourth Bayesian Young Statisticians Meeting, BAYSM 2018, held at the University of Warwick on 2-3 July 2018. The meeting provided a valuable opportunity for young researchers, MSc students, PhD students, and postdocs interested in Bayesian statistics to connect with the broader Bayesian community. The proceedings offer cutting-edge papers on a wide range of topics in Bayesian statistics, identify important challenges and investigate promising methodological approaches, while also assessing current methods and stimulating applications. The book is intended for a broad audience of statisticians, and demonstrates how theoretical, methodological, and computational aspects are often combined in the Bayesian framework to successfully tackle complex problems.
Highlights novel methodological and computational contributions on Bayesian statistics Presents successful applications of Bayesian statistics in neuroscience, astrostatistics and climate change Provides new findings and research questions to stimulate future advances in Bayesian statistics
Autor*in
Raffaele Argiento
Themen in »Bayesian Statistics and New Generations«
Bayesian Modeling Data Science Bayesian Computation Methodological and Applied Statistics Neurosciences, astrostatistics, climate change Bayesian inference Proceedings Parametric inference Nonparametric inference Inference from stochastic processes Applications Computational problems in statistics Multivariate analysis Young researchers