Statistical Inference: An Integrated Approach, Second Edition: Chapman & Hall/CRC Texts in Statistical Science
Autor Helio S. Migon, Dani Gamerman, Francisco Louzadaen Limba Engleză Hardback – 3 sep 2014
Statistical Inference: An Integrated Approach, Second Edition presents an account of the Bayesian and frequentist approaches to statistical inference. Now with an additional author, this second edition places a more balanced emphasis on both perspectives than the first edition.
New to the Second Edition
- New material on empirical Bayes and penalized likelihoods and their impact on regression models
- Expanded material on hypothesis testing, method of moments, bias correction, and hierarchical models
- More examples and exercises
- More comparison between the approaches, including their similarities and differences
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Specificații
ISBN-13: 9781439878804
ISBN-10: 1439878803
Pagini: 386
Ilustrații: 34 black & white illustrations, 9 black & white tables
Dimensiuni: 156 x 234 x 23 mm
Greutate: 0.68 kg
Ediția:Revizuită
Editura: CRC Press
Colecția Chapman and Hall/CRC
Seria Chapman & Hall/CRC Texts in Statistical Science
ISBN-10: 1439878803
Pagini: 386
Ilustrații: 34 black & white illustrations, 9 black & white tables
Dimensiuni: 156 x 234 x 23 mm
Greutate: 0.68 kg
Ediția:Revizuită
Editura: CRC Press
Colecția Chapman and Hall/CRC
Seria Chapman & Hall/CRC Texts in Statistical Science
Cuprins
Introduction. Elements of Inference. Prior Distribution. Estimation. Approximating Methods. Hypothesis Testing. Prediction. Introduction to Linear Models. Sketched Solutions to Selected Exercises. List of Distributions. References. Index.
Notă biografică
Helio S. Migon (Universidade Federal do Rio de Janeiro, Brazil) (Author) , Dani Gamerman (Universidade Federal do Rio de Janeiro, Brazil) (Author) , Francisco Louzada (Universidade Federal de Sao Carlos, Brazil) (Author)
Descriere
This text presents a balanced account of the Bayesian and frequentist approaches to statistical inference. Along with more examples and exercises, this second edition includes new material on empirical Bayes and penalized likelihoods and their impact on regression models and offers expanded material on hypothesis testing, method of moments, bias correction, and hierarchical models. It also compares the Bayesian and frequentist schools of thought and explores procedures that lie on the border between the two.