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010   $a3-662-53736-2
024 7 $a10.1007/978-3-662-53736-7
035   $a(CKB)3710000001006491
035   $a(DE-He213)978-3-662-53736-7
035   $a(MiAaPQ)EBC4774362
035   $a(PPN)197453023
035   $a(EXLCZ)993710000001006491
100   $a20161230d2016      u|         0
101 0 $aeng
135   $aurnn#008mamaa
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aModel Choice in Nonnested Families /$fby Basilio de Bragança Pereira, Carlos Alberto de Bragança Pereira
205   $a1st ed. 2016.
210  1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2016.
215   $a1 online resource (X, 96 p. 5 illus., 2 illus. in color.)
225 1 $aSpringerBriefs in Statistics,$x2191-5458
311 08$a3-662-53735-4 
320   $aIncludes bibliographical references at the end of each chapters and index.
327   $aPreliminaries -- Frequentist Methods -- Bayesian Methods -- Support and Simulation Methods -- Maximum Likelihood Estimation -- Index.
330   $aThis book discusses the problem of model choice when the statistical models are separate, also called nonnested. Chapter 1 provides an introduction, motivating examples and a general overview of the problem. Chapter 2 presents the classical or frequentist approach to the problem as well as several alternative procedures and their properties. Chapter 3 explores the Bayesian approach, the limitations of the classical Bayes factors and the proposed alternative Bayes factors to overcome these limitations. It also discusses a significance Bayesian procedure. Lastly, Chapter 4 examines the pure likelihood approach. Various real-data examples and computer simulations are provided throughout the text.
410  0$aSpringerBriefs in Statistics,$x2191-5458
606   $aStatistics
606   $aStatistics
606   $aBiometry
606   $aEconometrics
606   $aMathematical statistics$xData processing
606   $aStatistical Theory and Methods
606   $aStatistics in Business, Management, Economics, Finance, Insurance
606   $aBiostatistics
606   $aEconometrics
606   $aStatistics and Computing
615  0$aStatistics.
615  0$aStatistics.
615  0$aBiometry.
615  0$aEconometrics.
615  0$aMathematical statistics$xData processing.
615 14$aStatistical Theory and Methods.
615 24$aStatistics in Business, Management, Economics, Finance, Insurance.
615 24$aBiostatistics.
615 24$aEconometrics.
615 24$aStatistics and Computing.
676   $a519.5
700   $aPereira$b Basilio de Bragança$4aut$4http://id.loc.gov/vocabulary/relators/aut$0755973
702   $aPereira$b Carlos Alberto de Bragança$4aut$4http://id.loc.gov/vocabulary/relators/aut
906   $aBOOK
912   $a9910158707503321
996   $aModel Choice in Nonnested Families$92044165
997   $aUNINA