This work covers the philosophy of model-based data analysis and provides an omnibus strategy for the analysis of empirical data. It introduces information theoretical approaches and focuses critical attention on a priori modelling and the selection of a good approximating model that best represents the inference supported by the data. Kullback-Leibler information represents a fundamental quantity in science and is Hirotugu Akaike's basis for model selection. The maximized log-likelihood function can be bias-corrected to ...
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This work covers the philosophy of model-based data analysis and provides an omnibus strategy for the analysis of empirical data. It introduces information theoretical approaches and focuses critical attention on a priori modelling and the selection of a good approximating model that best represents the inference supported by the data. Kullback-Leibler information represents a fundamental quantity in science and is Hirotugu Akaike's basis for model selection. The maximized log-likelihood function can be bias-corrected to provide an estimate of expected, relative Kullback-Leibler information. This leads to Akaike's Information Criterion (AIC) and various extensions. The information theoretic approaches seek to provide a unified theory, an extension of likelihood theory.
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Add this copy of Model Selection and Inference: a Practical Information to cart. $27.06, fair condition, Sold by Anybook rated 4.0 out of 5 stars, ships from Lincoln, UNITED KINGDOM, published 1998 by Springer-Verlag.
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This is an ex-library book and may have the usual library/used-book markings inside. This book has hardback covers. Book contains pencil markings. 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, 750grams, ISBN: 9780387985046.
Add this copy of Model Selection and Inference: a Practical Information to cart. $35.00, good condition, Sold by Tin Can Mailman rated 5.0 out of 5 stars, ships from Arcata, CA, UNITED STATES, published 1998 by Springer Verlag.
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Good. The only marking inside the text is a stamp from the college department it previously belonged to. There is some wear to the cover such as dents to the corners and spine, and some smudges to the edges, and scruffs to the cover. Good overall! !
Add this copy of Model Selection and Inference: a Practical Information to cart. $115.11, new condition, Sold by GridFreed rated 4.0 out of 5 stars, ships from North Las Vegas, NV, UNITED STATES, published 1998 by Springer Verlag.
