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Könyv Bayesian Methods Thomas LeonardJohn S. J. Hsu

Bayesian Methods

An Analysis for Statisticians and Interdisciplinary Researchers

Szerző: Thomas LeonardJohn S. J. Hsu
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Cambridge University Press
Elérhetőség: Beszállítói készleten
Küldés 9-15 napon belül
25 286 Ft
This book describes the Bayesian approach to statistics at a level suitable for final year undergrad...

Információk a könyvről

Szerző
Thomas LeonardJohn S. J. Hsu
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2001
oldal
348
EAN
9780521004145
ISBN
0521004144
Enbook ID
02017469
Kiadó
Cambridge University Press
Súly
630
Méretek
253 x 178 x 22

Teljes leírás

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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