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Book by Kenneth P Burnham David Anderson
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A unique and comprehensive text on the philosophy of model-based data analysis and strategy for the analysis of empirical data. The book introduces information theoretic approaches and focuses critical attention on a priori modeling and the selection of a good approximating model that best represents the inference supported by the data. It contains several new approaches to estimating model selection uncertainty and incorporating selection uncertainty into estimates of precision. An array of examples is given to illustrate various technical issues. The text has been written for biologists and statisticians using models for making inferences from empirical data.
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- VerlagSpringer
- Erscheinungsdatum2003
- ISBN 10 0387953647
- ISBN 13 9780387953649
- EinbandTapa dura
- SpracheEnglisch
- Auflage2
- Anzahl der Seiten520
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Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach
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Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach
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Hardcover. Zustand: Good. 2nd. Ship within 24hrs. Satisfaction 100% guaranteed. APO/FPO addresses supported. Artikel-Nr. 0387953647-11-1
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Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach
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Zustand: Fair. This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. In fair condition, suitable as a study copy. No dust jacket. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,1000grams, ISBN:9780387953649. Artikel-Nr. 8622327
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Model selection and multimodel inference - 2nd ed. A practical information-theoretic approach.
Verlag:
New york, Springer-Verlag, 2002
ISBN 10: 0387953647
ISBN 13: 9780387953649
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Hardcover. 2nd ed. 488 p. Ex-library with stamp and library-signature. GOOD condition, some traces of use. Ehem. Bibliotheksexemplar mit Signatur und Stempel. GUTER Zustand, ein paar Gebrauchsspuren. C-04473 9780387953649 Sprache: Englisch Gewicht in Gramm: 1150. Artikel-Nr. 2490708
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Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach
Anbieter: Anybook.com, Lincoln, Vereinigtes Königreich
Verkäuferbewertung 5 von 5 Sternen
Zustand: Fair. This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. In fair condition, suitable as a study copy. No dust jacket. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,950grams, ISBN:9780387953649. Artikel-Nr. 9546892
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Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach
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Model Selection and Multimodel Inference
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Model Selection and Multi-Model Inference : A Practical Information-Theoretic Approach
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Buch. Zustand: Neu. Neuware - We wrote this book to introduce graduate students and research workers in various scienti c disciplines to the use of information-theoretic approaches in the analysis of empirical data. These methods allow the data-based selection of a 'best' model and a ranking and weighting of the remaining models in a pre-de ned set. Traditional statistical inference can then be based on this selected best model. However, we now emphasize that information-theoretic approaches allow formal inference to be based on more than one model (m- timodel inference). Such procedures lead to more robust inferences in many cases, and we advocate these approaches throughout the book. The second edition was prepared with three goals in mind. First, we have tried to improve the presentation of the material. Boxes now highlight ess- tial expressions and points. Some reorganization has been done to improve the ow of concepts, and a new chapter has been added. Chapters 2 and 4 have been streamlined in view of the detailed theory provided in Chapter 7. S- ond, concepts related to making formal inferences from more than one model (multimodel inference) have been emphasized throughout the book, but p- ticularly in Chapters 4, 5, and 6. Third, new technical material has been added to Chapters 5 and 6. Well over 100 new references to the technical literature are given. These changes result primarily from our experiences while giving several seminars, workshops, and graduate courses on material in the rst e- tion. Artikel-Nr. 9780387953649
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Model Selection and Multi-Model Inference
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Zustand: New. Includes supplementary material: sn.pub/extrasA unique and comprehensive text on the philosophy of model-based data analysis and strategy for the analysis of empirical data. The book introduces information theoretic approaches and focuses critica. Artikel-Nr. 5912493
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