Bayesian – alle Bücher, CDs und DVDs

N Thompson Hobbs, Mevin B Hooten

Bayesian Models

"A fully updated and expanded edition of the essential primer on Bayesian modeling for ecologistsUniquely suited to deal with complexity in a statistically coherent way, Bayesian modeling has become …

Ismaël Castillo

Bayesian Nonparametric Statistics

This up-to-date overview of Bayesian nonparametric statistics provides both an introduction to the field and coverage of recent research topics, including deep neural networks, high-dimensional models and…

Bayesian Network Modeling of Corrosion

This book represents a compilation of experience from a slate of experts involved in developing and deploying Bayesian Networks (BN) for corrosion management. The contributors describe how probability dis…

Shinichi Nakajima, Kazuho Watanabe, Masashi Sugiyama

Variational Bayesian Learning Theory

Variational Bayesian learning is one of the most popular methods in machine learning. Designed for researchers and graduate students in machine learning, this book summarizes recent developments in the no…

Michael Rescorla

Bayesian Models of the Mind

Bayesian decision theory is a mathematical framework used by cognitive scientists to model reasoning and decision-making under uncertain conditions. It has been used to describe the human mind, revealing …

Michael Rescorla

Bayesian Models of the Mind

Bayesian decision theory is a mathematical framework used by cognitive scientists to model reasoning and decision-making under uncertain conditions. It has been used to describe the human mind, revealing …

Westland J Christopher

Bayesian A/B Decision Models

Bayesian A/B Decision Models encapsulates J Christopher Westland's deep expertise in algorithmic decision-making, honed through years of experience in specialized fields like auditing and serving as an ex…

Antonio Candelieri, Andrea Ponti, Francesco Archetti

Multiple Information Source Bayesian Optimization

The book provides a comprehensive review of multiple information sources and multi-fidelity Bayesian optimization, specifically focusing on the novel "Augmented Gaussian Process" methodology. Th…

Jeff Gill, Le Bao

Bayesian Social Science Statistics: Volume 2

This Element introduces the basics of Bayesian regression modeling using modern computational tools. This Element only assumes that the reader has taken a basic statistics course and has seen Bayesian inf…

Paul Fearnhead, Christopher Nemeth, Chris J. Oates

Scalable Monte Carlo for Bayesian Learning

An intuitive introduction to advanced topics in Markov chain Monte Carlo (MCMC), presenting cutting-edge developments that address the crucial issue of scalability. It could form the basis for a graduate-…

Jeff Gill, Le Bao

Bayesian Social Science Statistics: Volume 2

This Element introduces the basics of Bayesian regression modeling using modern computational tools. This Element only assumes that the reader has taken a basic statistics course and has seen Bayesian inf…

Rose T. Faghih, Dilranjan S. Wickramasuriya

Bayesian Filter Design for Computational Medicine

This book serves as a tutorial that explains how different state estimators (Bayesian filters) can be built when all or part of the observations are binary. The book begins by briefly motivating the need …

Wilson Tsakane Mongwe, Tshilidzi Marwala, Rendani Mbuvha

Bayesian Machine Learning in Quantitative Finance

This book offers a comprehensive discussion of the Bayesian inference framework and demonstrates why this probabilistic approach is ideal for tackling the various modelling problems within quantitative fi…

Bayesian Statistics, New Generations New Approaches

This book hosts the results presented at the 6th Bayesian Young Statisticians Meeting 2022 in Montréal, Canada, held on June 22-23, titled "Bayesian Statistics, New Generations New Approaches". …

Recent Developments in Bayesian Econometrics and Their Applications

Forecasting with Bayesian Vector Autoregressions Revisited.- Large Bayesian Tensor VARs with Stochastic Volatility.- Measuring Sub-Regional Economic Activity: Missing Frequencies and Missing Data.- VAR Mo…

Gianluca Baio, Andrea Berardi, Anna Heath, Nathan Green

Bayesian Cost-Effectiveness Analysis with the R package BCEA

The book provides a description of the process of health economic evaluation and modelling for cost-effectiveness analysis, particularly from the perspective of a Bayesian statistical approach. Some relev…

Hans Söllner

Bayerman Vibration

Noor Muhammad Khan, Ileana Baldi, Maria Vittoria Chiaruttini, Dario Gregori

Classical and Bayesian Statistical Approaches in Infectious Disease Data Analysis

This open access book is a comprehensive guide that delves into the statistical methodologies used in public health and infectious disease surveillance. It contrasts the foundational principles and method…

Tom Chivers

Everything Is Predictable

A "fascinating, witty, and perspective-shifting" (Oliver Burkeman, New York Times bestselling author) tour of Bayes's theorem and its global impact on modern life from the acclaimed science writ…