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Bayesian Regression Modeling With Inla
INLA stands for Integrated Nested Laplace Approximations, which is a new method for fitting a broad class of Bayesian regression models. No samples of the posterior marginal …

Chain Event Graphs
Written by some major contributors to the development of this class of graphical models, Chain Event Graphs introduces a viable and straightforward new tool for statistical …

Data Science Foundations
"Data Science Foundations is most welcome and, indeed, a piece of literature that the field is very much in need of...quite different from most data analytics texts which largely …

Music Data Analysis
This book provides a comprehensive overview of music data analysis, from introductory material to advanced concepts. It covers various applications including transcription and …