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02735nam a22005175i 4500 |
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978-3-662-53736-7 |
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DE-He213 |
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20161230060414.0 |
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cr nn 008mamaa |
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161230s2016 gw | s |||| 0|eng d |
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|a 9783662537367
|9 978-3-662-53736-7
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|a 10.1007/978-3-662-53736-7
|2 doi
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|d GrThAP
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|a QA276-280
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|a PBT
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|a MAT029000
|2 bisacsh
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|a 519.5
|2 23
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|a Pereira, Basilio de Bragança.
|e author.
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| 245 |
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|a Model Choice in Nonnested Families
|h [electronic resource] /
|c by Basilio de Bragança Pereira, Carlos Alberto de Bragança Pereira.
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|a Berlin, Heidelberg :
|b Springer Berlin Heidelberg :
|b Imprint: Springer,
|c 2016.
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| 300 |
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|a X, 96 p. 5 illus., 2 illus. in color.
|b online resource.
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|a text
|b txt
|2 rdacontent
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|a computer
|b c
|2 rdamedia
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|a online resource
|b cr
|2 rdacarrier
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|a text file
|b PDF
|2 rda
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| 490 |
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|a SpringerBriefs in Statistics,
|x 2191-544X
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|a Preliminaries -- Frequentist Methods -- Bayesian Methods -- Support and Simulation Methods -- Maximum Likelihood Estimation -- Index.
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|a This book discusses the problem of model choice when the statistical models are separate, also called nonnested. Chapter 1 provides an introduction, motivating examples and a general overview of the problem. Chapter 2 presents the classical or frequentist approach to the problem as well as several alternative procedures and their properties. Chapter 3 explores the Bayesian approach, the limitations of the classical Bayes factors and the proposed alternative Bayes factors to overcome these limitations. It also discusses a significance Bayesian procedure. Lastly, Chapter 4 examines the pure likelihood approach. Various real-data examples and computer simulations are provided throughout the text.
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| 650 |
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|a Statistics.
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| 650 |
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|a Biostatistics.
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| 650 |
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|a Econometrics.
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| 650 |
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4 |
|a Statistics.
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| 650 |
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4 |
|a Statistical Theory and Methods.
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| 650 |
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4 |
|a Statistics for Business/Economics/Mathematical Finance/Insurance.
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| 650 |
2 |
4 |
|a Statistics for Life Sciences, Medicine, Health Sciences.
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| 650 |
2 |
4 |
|a Econometrics.
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| 650 |
2 |
4 |
|a Biostatistics.
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| 650 |
2 |
4 |
|a Statistics and Computing/Statistics Programs.
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| 700 |
1 |
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|a Pereira, Carlos Alberto de Bragança.
|e author.
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| 710 |
2 |
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|a SpringerLink (Online service)
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|t Springer eBooks
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|i Printed edition:
|z 9783662537350
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| 830 |
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|a SpringerBriefs in Statistics,
|x 2191-544X
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| 856 |
4 |
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|u http://dx.doi.org/10.1007/978-3-662-53736-7
|z Full Text via HEAL-Link
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| 912 |
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|a ZDB-2-SMA
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| 950 |
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|a Mathematics and Statistics (Springer-11649)
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