Helio S. Migon, Dani Gamerman, Francisco Louzada

Statistical Inference (eBook, PDF)

An Integrated Approach, Second Edition

• Format: PDF

Produktbeschreibung

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.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 385
• Erscheinungstermin: 3. September 2014
• Englisch
• ISBN-13: 9781439878828
• Artikelnr.: 57081812

Autorenporträt

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)

Inhaltsangabe

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.