Published by World Scientific Publishing Company, 2015
ISBN 10: 981459606X ISBN 13: 9789814596060
Language: English
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Published by World Scientific Publishing Company, 2015
ISBN 10: 981459606X ISBN 13: 9789814596060
Language: English
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Published by World Scientific Publishing Company, 2015
ISBN 10: 981459606X ISBN 13: 9789814596060
Language: English
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Published by World Scientific Publishing Company, Incorporated, 2015
ISBN 10: 981459606X ISBN 13: 9789814596060
Language: English
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Published by World Scientific Publishing Company, 2015
ISBN 10: 981459606X ISBN 13: 9789814596060
Language: English
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Published by World Scientific Publishing Company, Incorporated, 2015
ISBN 10: 981459606X ISBN 13: 9789814596060
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Published by World Scientific Publishing Company, Incorporated, 2015
ISBN 10: 981459606X ISBN 13: 9789814596060
Language: English
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Published by World Scientific Publishing Company, 2015
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Published by World Scientific Publishing Company, 2015
ISBN 10: 981459606X ISBN 13: 9789814596060
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Published by World Scientific Publishing Co Pte Ltd, SG, 2015
ISBN 10: 981459606X ISBN 13: 9789814596060
Language: English
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Hardback. Condition: New. This book is about a recently developed class of strategies, known as the fence methods, which fits particularly well in non-conventional and complex model selection problems with practical considerations. The idea involves a procedure to isolate a subgroup of what are known as correct models, of which the optimal model is a member. This is accomplished by constructing a statistical fence, or barrier, to carefully eliminate incorrect models. Once the fence is constructed, the optimal model is selected from amongst those within the fence according to a criterion which can be made flexible. In particular, the criterion of optimality can incorporate consideration of practical interest, thus making model selection a real life practice.Furthermore, this book introduces a data-driven approach, called adaptive fence, which can be used in a wide range of problems involving determination of tuning parameters, or constants. Instead of relying on asymptotic theory, the fence focuses on finite-sample performance, and computation. Such features are particularly suitable to statistics in the new era.
Published by Springer (India) Private Limited, 2021
ISBN 10: 1071612816 ISBN 13: 9781071612811
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ISBN 10: 1071612816 ISBN 13: 9781071612811
Language: English
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Published by Springer (India) Private Limited, 2021
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Published by World Scientific Publishing Company, 2015
ISBN 10: 981459606X ISBN 13: 9789814596060
Language: English
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Published by World Scientific Pub Co Inc, 2015
ISBN 10: 981459606X ISBN 13: 9789814596060
Language: English
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Hardcover. Condition: Brand New. 233 pages. 9.25x6.25x0.75 inches. In Stock.
Published by World Scientific Publishing Co Pte Ltd, SG, 2015
ISBN 10: 981459606X ISBN 13: 9789814596060
Language: English
Seller: Rarewaves.com USA, London, LONDO, United Kingdom
Hardback. Condition: New. This book is about a recently developed class of strategies, known as the fence methods, which fits particularly well in non-conventional and complex model selection problems with practical considerations. The idea involves a procedure to isolate a subgroup of what are known as correct models, of which the optimal model is a member. This is accomplished by constructing a statistical fence, or barrier, to carefully eliminate incorrect models. Once the fence is constructed, the optimal model is selected from amongst those within the fence according to a criterion which can be made flexible. In particular, the criterion of optimality can incorporate consideration of practical interest, thus making model selection a real life practice.Furthermore, this book introduces a data-driven approach, called adaptive fence, which can be used in a wide range of problems involving determination of tuning parameters, or constants. Instead of relying on asymptotic theory, the fence focuses on finite-sample performance, and computation. Such features are particularly suitable to statistics in the new era.
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Published by World Scientific Publishing Company, 2015
ISBN 10: 981459606X ISBN 13: 9789814596060
Language: English
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Published by World Scientific Publishing Company, 2015
ISBN 10: 981459606X ISBN 13: 9789814596060
Language: English
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