Science/Engineering Model Selection and Model Averaging (0521852250)

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Model Selection and Model Averaging

Choosing a model is central to all statistical work with data. We have seen rapid advances in model fitting and in the theoretical understanding of model selection, yet this book is the first to synthesize research and practice from this active field. Model choice criteria are explained, discussed and compared, including the AIC, BIC, DIC and FIC. The uncertainties involved with model selection are tackled with discussions of frequent and Bayesian methods; model averaging schemes are presented. Real-data examples are complemented by derivations providing deeper insight into the methodology, and instructive exercises build familiarity with the methods. The companion website features Data sets and R-code.

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	Science/Engineering Model Selection and Multi-Model Inference Kenneth P. Burnham, David Anderson “Model Selection and Multi-Model Inference" Springer \| 2003-12-04 \| ISBN: 0387953647 \| 496 pages \| PDF \| 2,4 MB The second edition of this book is unique in that it focuses on methods for making forma ...
	Science/Engineering Regression and Time Series Model Selection Regression and Time Series Model SelectionWorld Scientific Publishing Company \| ISBN: 981023242X \| 1998-06 \| PDF \| 455 pages \| 19 Mb This important book describes procedures for selecting a model from a large set of competing statistical m ...
	Science/Engineering Concentration Inequalities and Model Selection Concentration Inequalities and Model Selection: Ecole d'Eté de Probabilités de Saint-Flour XXXIII - 2003 Publisher: Springer \| ISBN: 3540484973 \| edition 2007 \| PDF \| 342 pages \| 2,48 mbSince the impressive works of Talagrand, concentrat ...
	Variation, Selection, Development: Probing the Evolutionary Model of Language Change Variation, Selection, Development: Probing the Evolutionary Model of Language Change (Trends in Linguistics. Studies and Monographs) By Eckardt, Regine Publisher: Walter de Gruyter \| ISBN: 311019869X \| edition 2008 \| PDF \| 438 pages \| 3, ...
	Random Effect and Latent Variable Model Selection David Dunson, "Random Effect and Latent Variable Model Selection" Springer \| 2009 \| ISBN: 0387767207 \| 174 pages \| PDF \| 2,3 MB Random effects and latent variable models are broadly used in analyses of multivariate data. These models ca ...
	Model Selection and Multi-Model Inference (Repost) Model Selection and Multi-Model InferenceSpringer \| 2003-12-04 \| ISBN: 0387953647 \| 496 pages \| PDF \| 2,4 MBThe second edition of this book is unique in that it focuses on methods for making formal statistical inference from all the models ...

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	Science/Engineering Model Selection and Multi-Model Inference Kenneth P. Burnham, David Anderson “Model Selection and Multi-Model Inference" Springer \| 2003-12-04 \| ISBN: 0387953647 \| 496 pages \| PDF \| 2,4 MB The second edition of this book is unique in that it focuses on methods for making forma ...
	Science/Engineering Regression and Time Series Model Selection Regression and Time Series Model SelectionWorld Scientific Publishing Company \| ISBN: 981023242X \| 1998-06 \| PDF \| 455 pages \| 19 Mb This important book describes procedures for selecting a model from a large set of competing statistical m ...
	Science/Engineering Concentration Inequalities and Model Selection Concentration Inequalities and Model Selection: Ecole d'Eté de Probabilités de Saint-Flour XXXIII - 2003 Publisher: Springer \| ISBN: 3540484973 \| edition 2007 \| PDF \| 342 pages \| 2,48 mbSince the impressive works of Talagrand, concentrat ...
	Variation, Selection, Development: Probing the Evolutionary Model of Language Change Variation, Selection, Development: Probing the Evolutionary Model of Language Change (Trends in Linguistics. Studies and Monographs) By Eckardt, Regine Publisher: Walter de Gruyter \| ISBN: 311019869X \| edition 2008 \| PDF \| 438 pages \| 3, ...
	Random Effect and Latent Variable Model Selection David Dunson, "Random Effect and Latent Variable Model Selection" Springer \| 2009 \| ISBN: 0387767207 \| 174 pages \| PDF \| 2,3 MB Random effects and latent variable models are broadly used in analyses of multivariate data. These models ca ...
	Model Selection and Multi-Model Inference (Repost) Model Selection and Multi-Model InferenceSpringer \| 2003-12-04 \| ISBN: 0387953647 \| 496 pages \| PDF \| 2,4 MBThe second edition of this book is unique in that it focuses on methods for making formal statistical inference from all the models ...

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