Name: Bayesian Compendium (en Inglés)
Price: 56.91 USD
Availability: InStock
Author: Marcel van Oijen
ISBN: 9783030558987

Formato

Libro Físico

Editorial

Springer Nature B.V.

Autor

Marcel van Oijen

Año

2020

Idioma

Inglés

N° páginas

220

Encuadernación

Tapa Blanda

Dimensiones

23.4 x 15.6 cm

ISBN13

9783030558987

Bayesian Compendium (en Inglés)

Marcel Van Oijen (Autor) · Springer Nature B.V. · Tapa Blanda

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Reseña del libro "Bayesian Compendium (en Inglés)"

This book describes how Bayesian methods work. Its primary aim is to demystify them, and to show readers: Bayesian thinking isn’t difficult and can be used in virtually every kind of research. In addition to revealing the underlying simplicity of statistical methods, the book explains how to parameterise and compare models while accounting for uncertainties in data, model parameters and model structures.

How exactly should data be used in modelling? The literature offers a bewildering variety of techniques and approaches (Bayesian calibration, data assimilation, Kalman filtering, model-data fusion, etc). This book provides a short and easy guide to all of these and more. It was written from a unifying Bayesian perspective, which reveals how the multitude of techniques and approaches are in fact all related to one another. Basic notions from probability theory are introduced. Executable code examples are included to enhance the book’s practical use for scientific modellers, and all code is available online as well.