Statistical Inference: An Integrated Bayesian/Likelihood Approach: 116 (CRC Monographs on Statistics & Applied Probability (Hardcover)) - Tapa blanda

Libro 31 de 110: ISSN

Aitkin, Murray

 
9780367383947: Statistical Inference: An Integrated Bayesian/Likelihood Approach: 116 (CRC Monographs on Statistics & Applied Probability (Hardcover))
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ISBN 10: 0367383942 ISBN 13: 9780367383947
Editorial: Routledge, 2019

Sinopsis

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.

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Acerca del autor

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

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Routledge
Año de publicación
2019
Idioma
Inglés
ISBN 10 
0367383942
ISBN 13 
9780367383947
Encuadernación
Tapa blanda
Número de edición
1
Número de páginas
256
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9781420093438: Statistical Inference: An Integrated Bayesian/Likelihood Approach: 116 (Monographs on Statistics and Applied Probability)

Edición Destacada

ISBN 10:  1420093436 ISBN 13:  9781420093438
Editorial: Chapman and Hall/CRC, 2010
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