Methods and Applications
Extreme events are critical in risk analysis in the fields such as finance, insurance, climate change and hydrology. Examples are maxima of temperature, wind speed, insurance claims, financial loss, and flood level. Extreme value theory plays a central role in risk management, extreme value...
To Be Published August 26th 2015 by Chapman and Hall/CRC
This book provides a comprehensive survey in one place of recent results in these areas: Novel Bayesian Modeling; Spatio-temporal modeling; Data mining and machine learning; Bayesian non-parametric methods; Neuroimaging and Image analysis; Meta analysis; Survival analysis; Bayesian econometrics;...
To Be Published May 27th 2015 by Chapman and Hall/CRC
Bayesian Modeling in Bioinformatics discusses the development and application of Bayesian statistical methods for the analysis of high-throughput bioinformatics data arising from problems in molecular and structural biology and disease-related medical research, such as cancer. It presents a broad...
Published September 3rd 2010 by Chapman and Hall/CRC
This innovative, intermediate-level statistics text fills an important gap by presenting the theory of linear statistical models at a level appropriate for senior undergraduate or first-year graduate students. With an innovative approach, the author's introduces students to the mathematical and...
Published December 21st 2001 by Chapman and Hall/CRC
A Bayesian Perspective
This volume describes how to conceptualize, perform, and critique traditional generalized linear models (GLMs) from a Bayesian perspective and how to use modern computational methods to summarize inferences using simulation. Introducing dynamic modeling for GLMs and containing over 1000 references...
Published May 25th 2000 by CRC Press