Statistical Inference (PDF)

Name: Statistical Inference
Brand: Taylor & Francis
SKU: 127742427
Price: 82.99 EUR
Availability: OnlineOnly

An Integrated Bayesian/Likelihood Approach (Sprache: Englisch)

Autor: Murray Aitkin

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Filling a gap in current Bayesian theory, this book presents a unified Bayesian treatment of parameter inference and model comparisons that can be used with simple diffuse prior specifications. This novel approach provides new solutions to difficult model comparison problems and offers direct Bayesian counterparts of frequentist t-tests and other standard statistical methods for hypothesis testing. The book discusses nonparametric Bayesian survey analysis, gives alternatives to current frequentist nonparametric methods, and includes new goodness-of-fit methods for assessing parametric models. It also covers normal regression, analysis of variance, two-level variance component models, and finite mixtures.

Autoren-Porträt von Murray Aitkin

Murray Aitkin is an honorary professorial fellow in the Department of Mathematics and Statistics at the University of Melbourne in Australia.