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Statistical Inference
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Statistical Inference - neues Buch

ISBN: 9781420093438

ID: 9253651

Filling a gap in current Bayesian theory, Statistical Inference: An Integrated Bayesian/Likelihood Approach 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. Filling a gap in current Bayesian theory, Statistical Inference: An Integrated Bayesian/Likelihood Approach 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. After an overview of the competing theories of statistical inference, the book introduces the Bayes/likelihood approach used throughout. It presents Bayesian versions of one- and two-sample t-tests, along with the corresponding normal variance tests. The author then thoroughly discusses the USE of the multinomial model and noninformative Dirichlet priors in "model-free" or nonparametric Bayesian survey analysis, before covering normal regression and analysis of variance. In the chapter on binomial and multinomial data, he gives alternatives, based on Bayesian analyses, to current frequentist nonparametric methods. The text concludes with new goodness-of-fit methods for assessing parametric models and a discussion of two-level variance component models and finite mixtures. Emphasizing the principles of Bayesian inference and Bayesian model comparison, this book develops a unique methodology for solving challenging inference problems. It also includes a concise review of the various approaches to inference. Books, Science and Geography~~Mathematics~~Probability & Statistics, Statistical Inference~~Book~~9781420093438~~Murray Aitkin, , , , , , , , , ,, [PU: CRC Press]

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Statistical Inference: An Integrated Bayesian/Likelihood Approach - Aitkin, Murray
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Aitkin, Murray:
Statistical Inference: An Integrated Bayesian/Likelihood Approach - gebrauchtes Buch

ISBN: 9781420093438

ID: 6323167

Filling a gap in current Bayesian theory, Statistical Inference: An Integrated Bayesian/Likelihood Approach 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. After an overview of the competing theories of statistical inference, the book introduces the Bayes/likelihood approach used throughout. It presents Bayesian versions of one- and two-sample t-tests, along with the corresponding normal variance tests. The author then thoroughly discusses the use of the multinomial model and noninformative Dirichlet priors in "model-free" or nonparametric Bayesian survey analysis, before covering normal regression and analysis of variance. In the chapter on binomial and multinomial data, he gives alternatives, based on Bayesian analyses, to current frequentist nonparametric methods. The text concludes with new goodness-of-fit methods for assessing parametric models and a discussion of two-level variance component models and finite mixtures. Emphasizing the principles of Bayesian inference and Bayesian model comparison, this book develops a unique methodology for solving challenging inference problems. It also includes a concise review of the various approaches to inference. Statistical Inference: An Integrated Bayesian/Likelihood Approach Aitkin, Murray, CRC Press

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Statistical Inference: An Integrated Bayesian/Likelihood Approach - Smith, Richard L. (Series edited by)/ Isham, Valerie (Series edited by)/ Louis, Thomas A. (Series edited by)/ Fan, Jianqing (Series edited by)/ Tong, Howell (Series edited by)/ Keiding, Niels (Series edited by)/ Murphy, Susan.A (Series edited by)/ Aitkin,
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Smith, Richard L. (Series edited by)/ Isham, Valerie (Series edited by)/ Louis, Thomas A. (Series edited by)/ Fan, Jianqing (Series edited by)/ Tong, Howell (Series edited by)/ Keiding, Niels (Series edited by)/ Murphy, Susan.A (Series edited by)/ Aitkin,:
Statistical Inference: An Integrated Bayesian/Likelihood Approach - Erstausgabe

2010, ISBN: 1420093436

Gebundene Ausgabe, ID: 19366698451

[EAN: 9781420093438], Neubuch, [PU: Chapman & Hall], Mathematics|Probability & Statistics|General, 1st edition. 254 pages. 9.53x6.46x0.83 inches. In Stock.

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Statistical Inference - Murray Aitkin
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ISBN: 9781420093438

Hardback, [PU: Taylor & Francis Ltd], Sets out an integrated approach to statistical inference using the likelihood function as the primary measure of evidence for statistical model parameters, and for the statistical models themselves. This book provides both an alternative to standard Bayesian inference and the foundation for a course sequence in modern Bayesian theory., Probability & Statistics

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Statistical Inference - Murray Aitkin
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Murray Aitkin:
Statistical Inference - gebunden oder broschiert

2010, ISBN: 9781420093438

ID: 9358097

Hardcover, Buch, [PU: Chapman & Hall/CRC]

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Details zum Buch
Statistical Inference: An Integrated Bayesian/Likelihood Approach

Filling a gap in current Bayesian theory, "Statistical Inference: An Integrated Bayesian/Likelihood Approach" presents a unified Bayesian treatment of parameter inference and model comparisons that can be used with simple diffuse prior specifications.

Detailangaben zum Buch - Statistical Inference: An Integrated Bayesian/Likelihood Approach


EAN (ISBN-13): 9781420093438
ISBN (ISBN-10): 1420093436
Gebundene Ausgabe
Erscheinungsjahr: 2010
Herausgeber: CRC PR INC
236 Seiten
Gewicht: 0,567 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 25.07.2010 17:59:14
Buch zuletzt gefunden am 13.11.2017 21:26:32
ISBN/EAN: 1420093436

ISBN - alternative Schreibweisen:
1-4200-9343-6, 978-1-4200-9343-8


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