Trefferliste "Bayesian" - alle Bücher und CDs

Nonparametric Bayesian Inference

This book is a compilation of unpublished papers written by Jean-Marie Rolin (with several co-authors) on nonparametric bayesian estimation. Jean-Marie was professor of statistics at University of Louvain…

Jeff Gill, Le Bao

Bayesian Social Science Statistics

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…

Jeff Gill, Le Bao

Bayesian Social Science Statistics

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…

An Liu, Ming-Min Zhao

Advanced Bayesian Signal Processing

This textbook provides a systematical introduction of Bayesian signal processing from Bayesian parameter estimation, factor graph, and message passing to sparse Bayesian inference (compressive sensing). T…

Donlapark Ponnoprat

Bayesian Regression and Causal Inference

This textbook provides a practical guide to the Bayesian framework for data modeling and causal inference, focusing on model interpretation, diagnostics, and uncertainty quantification. Central to the boo…

Gilbert W. Fellingham, Scott A. Baldwin

An Introduction to Applied Bayesian Methods

An Introduction to Applied Bayesian Methods is a concise yet comprehensive guide designed to help readers master the fundamentals of Bayesian statistical modeling. This book bridges the gap between theory…

New Trends in Bayesian Statistics

By integrating cutting-edge statistical research with diverse applications, this book serves as both a reference and an inspiration for those interested in advancing Bayesian methodologies. This volume br…

Gilbert W. Fellingham, Scott A. Baldwin

An Introduction to Applied Bayesian Methods

An Introduction to Applied Bayesian Methods is a concise yet comprehensive guide designed to help readers master the fundamentals of Bayesian statistical modeling. This book bridges the gap between theory…

Henning Omre, Torstein M. Fjeldstad, Ole Bernhard Forberg

Bayesian Spatial Modelling with Conjugate Prior Models

This book offers a comprehensive overview of statistical methodology for modelling and evaluating spatial variables useful in a variety of applications. These spatial variables fall into three categories:…

Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala

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…

Recent Developments in Bayesian Econometrics and Their Applications

The original contributions on Bayesian econometrics gathered in this book pay tribute to Sune Karlsson, celebrating his significant work in time series econometrics and its applications in macroeconomics …

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…

Abyssian

Let Me Die Under The Stars

Die Abyssian starten mit »Let Me Die Under the Stars« ins Jahr 2026, als würden sie aus einer tieferen Schicht jenes Abgrunds auftauchen, den sie schon immer heraufbeschworen haben. Hier ist Doom nicht me…

Dani Gamerman, Hedibert F Lopes, Flávio Bambirra Gonçalves

Markov Chain Monte Carlo

Marking a pivotal moment in the evolution of Bayesian inference, this third edition of this seminal textbook on Markov Chain Monte Carlo (MCMC) methods reflects the profound transformations in both the fi…

Dani Gamerman, Hedibert F Lopes, Flávio Bambirra Gonçalves

Markov Chain Monte Carlo

Marking a pivotal moment in the evolution of Bayesian inference, this third edition of this seminal textbook on Markov Chain Monte Carlo (MCMC) methods reflects the profound transformations in both the fi…

Jacques Balayla

Theorems on the Prevalence Threshold and the Geometry of Screening Curves

In Theorems on the Prevalence Threshold and the Geometry of Screening Curves, the author explores the mathematical underpinnings of screening and diagnostic testing, offering a unique and novel perspectiv…

A Baysan

Minimally Invasive Dentistry: Interdisciplinary Cl inical and Scientific Approaches

A helpful introduction to the Minimally Invasive Dentistry concept for patient care in the treatment of dental diseaseMinimally Invasive Dentistry provides a practical introduction to holistic patient car…