Robust Bayesian Analysis Of Heavy Tailed Stochastic Volatility Models Using Scale Mixtures Of Normal Distributions

Robust Bayesian Analysis of Heavy-tailed Stochastic Volatility Models Using Scale Mixtures of Normal Distributions

Bayesian Analysis of Stochastic Process Models

Bayesian analysis of complex models based on stochastic processes has in recent years become a growing area. This book provides a unified treatment of Bayesian analysis of models based on stochastic processes, covering the main classes of stochastic processing including modeling, computational, inference, forecasting, decision making and important applied models. Key features: Explores Bayesian analysis of models based on stochastic processes, providing a unified treatment. Provides a thorough introduction for research students. Computational tools to deal with complex problems are illustrated along with real life case studies Looks at inference, prediction and decision making. Researchers, graduate and advanced undergraduate students interested in stochastic processes in fields such as statistics, operations research (OR), engineering, finance, economics, computer science and Bayesian analysis will benefit from reading this book. With numerous applications included, practitioners of OR, stochastic modelling and applied statistics will also find this book useful.

Econometria financeira

O livro Econometria Financeira resulta da experiência vivenciada pelo autor, em vários anos, de ministrar cursos na área no Instituto de Matemática e Estatística da Universidade de São Paulo. Seu conteúdo didático e prático é dirigido para alunos de pós-graduação, mestrado e doutorado em áreas como Estatística, Economia, Finanças e afins. O tema da obra se destaca de forma prática e funcional pelo espaço dedicado a análises de séries reais, com uso intensivo de pacotes computacionais apropriados, fato que a indica como literatura obrigatória para estudantes e profissionais do mercado financeiro.