£69.38

Springer Bayesian Compendium

Name: Bayesian Compendium
Brand: Springer
Price: 69.44 GBP
Availability: InStock

Public Health

Price History & Forecast

Last 31 days • 31 data points (No recent data available)

Historical

Generating forecast...

Price Distribution

Price distribution over 31 days • 1 price levels

Days at Price

Price Analysis

Most common price: £69 (31 days, 100.0%)

Price range: £69 - £69

Price levels: 1 different prices over 31 days

Description

This book describes how Bayesian methods work. Aiming to demystify the approach, it explains how to parameterize and compare models while accounting for uncertainties in data, model parameters and model structures. Bayesian thinking is not difficult and can be used in virtually every kind of research. How exactly should data be used in modelling? The literature offers a bewildering variety of techniques (Bayesian calibration, data assimilation, Kalman filtering, model-data fusion, …). This book provides a short and easy guide to all these approaches and more. Written from a unifying Bayesian perspective, it reveals how these methods are related to one another. Basic notions from probability theory are introduced and executable R codes for modelling, data analysis and visualization are included to enhance the book’s practical use. The codes are also freely available online. This thoroughly revised second edition has separate chapters on risk analysis and decision theory. It also features an expanded text on machine learning with an introduction to natural language processing and calibration of neural networks using various datasets (including the famous iris and MNIST). Literature references have been updated and exercises with solutions have doubled in number.

Product Specifications

Brand: Springer
Format: hardcover
ASIN: 3031660846
Category: Books > Subjects > Health, Family & Lifestyle > Medical & Healthcare Practitioners > General Medical Issues > Public Health
Domain: Amazon UK
Release Date: 28 August 2024
Listed Since: 12 June 2024

Barcode

No barcode data available

Springer Bayesian Compendium

Price History & Forecast

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

Bayesian Compendium

Machine Learning: A Bayesian and Optimization Perspective

Bayesian Essentials with R (Springer Texts in Statistics)

Bayesian Statistical Modelling, 2nd Edition

Bayesian Methods in Statistics: From Concepts to Practice

Bayesian Programming (Chapman & Hall/CRC Machine Learning & Pattern Recognition)

Bayesian Statistical Methods (Chapman & Hall/CRC Texts in Statistical Science)

Bayesian Hierarchical Models: With Applications Using R, Second Edition

Bayesian Nonparametric Data Analysis (Springer Series in Statistics)

An Introduction to Bayesian Inference, Methods and Computation

An Introduction to Bayesian Inference, Methods and Computation

Bayesian Statistical Modeling with Stan, R, and Python

Bayesian Statistical Modeling with Stan, R, and Python

Einführung in die Bayes-Statistik

Bayesian Networks: With Examples in R (Chapman & Hall/CRC Texts in Statistical Science)

Bayesian Nonparametric Data Analysis (Springer Series in Statistics)

Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan

Bayesian Scientific Computing: 215 (Applied Mathematical Sciences, 215)

Bayesian Hierarchical Models: With Applications Using R, Second Edition

An Introduction to Bayesian Analysis: Theory and Methods (Springer Texts in Statistics)

The Manual of Strategic Economic Decision Making: Using Bayesian Belief Networks to Solve Complex Problems

Introduction to Statistical Modelling and Inference

Uncertainty Quantification with R: Bayesian Methods: 352 (International Series in Operations Research & Management Science, 352)

Understanding Computational Bayesian Statistics (Wiley Series in Computational Statistics)