Model choice in nonnested families (Record no. 558265)
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000 -LEADER | |
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fixed length control field | 01492 a2200253 4500 |
005 - DATE AND TIME OF LATEST TRANSACTION | |
control field | 20250424170513.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 180105b xxu||||| |||| 00| 0 eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 9783662537350 |
040 ## - CATALOGING SOURCE | |
Transcribing agency | IIT Kanpur |
041 ## - LANGUAGE CODE | |
Language code of text/sound track or separate title | eng |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 519.5 |
Item number | P414m |
100 ## - MAIN ENTRY--AUTHOR NAME | |
Personal name | Pereira, Basilio de Bragança |
245 ## - TITLE STATEMENT | |
Title | Model choice in nonnested families |
Statement of responsibility, etc | Basilio de Braganca Pereira [and] Carlos Alberto de Braganca Pereira |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
Name of publisher | Springer |
Year of publication | 2016 |
Place of publication | Berlin |
300 ## - PHYSICAL DESCRIPTION | |
Number of Pages | x,96p |
440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE | |
Title | Springer briefs in statistics |
500 ## - GENERAL NOTE | |
General note | Includes bibliographical references and index |
520 ## - SUMMARY, ETC. | |
Summary, etc | his 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. |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Mathematical statistics |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Bayesian statistical decision theory |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Statistics |
700 ## - ADDED ENTRY--PERSONAL NAME | |
Personal name | Pereira, Carlos Alberto de Braganca |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Koha item type | Books |
Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Home library | Current library | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Cost, replacement price | Koha item type |
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General Stacks | PK Kelkar Library, IIT Kanpur | PK Kelkar Library, IIT Kanpur | 04/01/2018 | 2 | 2842.68 | 519.5 P414m | A183390 | 3790.24 | Books |