Bayesian Methods

Name: Bayesian Methods
Brand: Cambridge University Press
SKU: 9780521594172
Price: 594.31 RON
Availability: InStock

An Analysis for Statisticians and Interdisciplinary Researchers

Autor: Thomas Leonard

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Legare: Copertă tare

Editura: Cambridge University Press

Disponibilitate: În depozitul extern

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594.31 lei

This book describes the Bayesian approach to statistics at a level suitable for final year undergrad...

Informații despre carte

Autor

Thomas Leonard

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

1999

Pagini

348

EAN

9780521594172

ISBN

0521594170

Enbook ID

04459592

Editura

Cambridge University Press

Greutate

854

Dimensiuni

263 x 189 x 24

Descriere completă

This book describes the Bayesian approach to statistics at a level suitable for final year undergraduate and Masters students. It is unusual in presenting Bayesian statistics with a practical flavor and an emphasis on mainstream statistics, showing how to infer scientific, medical, and social conclusions from numerical data. The authors draw on many years of experience with practical and research programs and describe many statistical methods, not readily available elsewhere. A first chapter on Fisherian methods, together with a strong overall emphasis on likelihood, makes the text suitable for mainstream statistics courses whose instructors wish to follow mixed or comparative philosophies. The other chapters contain important sections relating to many areas of statistics such as the linear model, categorical data analysis, time series and forecasting, mixture models, survival analysis, Bayesian smoothing, and non-linear random effects models. The text includes a large number of practical examples, worked examples, and exercises. It will be essential reading for all statisticians, statistics students, and related interdisciplinary researchers.

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Bayesian Methods

An Analysis for Statisticians and Interdisciplinary Researchers

Informații despre carte

Descriere completă

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