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9783030809638 - Concentration of Maxima and Fundamental Limits in High-dimensional Testing and Inference Springerbriefs in Probability and Mathematical Statistics by Gao, Zheng; St... (15 results)
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Concentration of Maxima and Fundamental Limits in High-Dimensional Testing and Inference (SpringerBriefs in Probability and Mathematical Statistics)
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Concentration of Maxima and Fundamental Limits in High-Dimensional Testing and Inference
Published by Springer International Publishing, 2021
ISBN 10: 3030809633 ISBN 13: 9783030809638
Language: English
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Add to basketTaschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book provides a unified exposition of some fundamental theoretical problems in high-dimensional statistics. It specificallyconsiders the canonical problems of detection and support estimation for sparse signals observed with noise. Novel phase-transition results are obtained for the signal support estimation problem under a variety of statistical risks. Based on a surprising connection to a concentration of maxima probabilistic phenomenon, the authors obtain a complete characterization of the exact support recovery problem for thresholding estimators under dependent errors.
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Concentration of Maxima and Fundamental Limits in High-Dimensional Testing and Inference
Published by Springer International Publishing, Springer International Publishing Sep 2021, 2021
ISBN 10: 3030809633 ISBN 13: 9783030809638
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Add to basketTaschenbuch. Condition: Neu. Neuware -This book provides a unified exposition of some fundamental theoretical problems in high-dimensional statistics. It specifically considers the canonical problems of detection and support estimation for sparse signals observed with noise. Novel phase-transition results are obtained for the signal support estimation problem under a variety of statistical risks. Based on a surprising connection to a concentration of maxima probabilistic phenomenon, the authors obtain a complete characterization of the exact support recovery problem for thresholding estimators under dependent errors.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 156 pp. Englisch.
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Concentration of Maxima and Fundamental Limits in High-Dimensional Testing and Inference (Paperback)
Published by Springer Nature Switzerland AG, Cham, 2021
ISBN 10: 3030809633 ISBN 13: 9783030809638
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Add to basketPaperback. Condition: new. Paperback. This book provides a unified exposition of some fundamental theoretical problems in high-dimensional statistics. It specifically considers the canonical problems of detection and support estimation for sparse signals observed with noise. Novel phase-transition results are obtained for the signal support estimation problem under a variety of statistical risks. Based on a surprising connection to a concentration of maxima probabilistic phenomenon, the authors obtain a complete characterization of the exact support recovery problem for thresholding estimators under dependent errors. This book provides a unified exposition of some fundamental theoretical problems in high-dimensional statistics. Based on a surprising connection to a concentration of maxima probabilistic phenomenon, the authors obtain a complete characterization of the exact support recovery problem for thresholding estimators under dependent errors. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
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Concentration of Maxima and Fundamental Limits in High-Dimensional Testing and Inference (Paperback)
Published by Springer Nature Switzerland AG, Cham, 2021
ISBN 10: 3030809633 ISBN 13: 9783030809638
Language: English
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Add to basketPaperback. Condition: new. Paperback. This book provides a unified exposition of some fundamental theoretical problems in high-dimensional statistics. It specifically considers the canonical problems of detection and support estimation for sparse signals observed with noise. Novel phase-transition results are obtained for the signal support estimation problem under a variety of statistical risks. Based on a surprising connection to a concentration of maxima probabilistic phenomenon, the authors obtain a complete characterization of the exact support recovery problem for thresholding estimators under dependent errors. This book provides a unified exposition of some fundamental theoretical problems in high-dimensional statistics. Based on a surprising connection to a concentration of maxima probabilistic phenomenon, the authors obtain a complete characterization of the exact support recovery problem for thresholding estimators under dependent errors. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.
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Concentration of Maxima and Fundamental Limits in High-Dimensional Testing and Inference
Published by Springer International Publishing Sep 2021, 2021
ISBN 10: 3030809633 ISBN 13: 9783030809638
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Add to basketTaschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book provides a unified exposition of some fundamental theoretical problems in high-dimensional statistics. It specificallyconsiders the canonical problems of detection and support estimation for sparse signals observed with noise. Novel phase-transition results are obtained for the signal support estimation problem under a variety of statistical risks. Based on a surprising connection to a concentration of maxima probabilistic phenomenon, the authors obtain a complete characterization of the exact support recovery problem for thresholding estimators under dependent errors. 156 pp. Englisch.
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Concentration of Maxima and Fundamental Limits in High-Dimensional Testing and Inference
Published by Springer, Berlin|Springer International Publishing|National Science Foundation|Horace H. Rackham School of Graduate Studies, University of Michigan|Springer, 2021
ISBN 10: 3030809633 ISBN 13: 9783030809638
Language: English
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Add to basketKartoniert / Broschiert. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This book provides a unified exposition of some fundamental theoretical problems in high-dimensional statistics. Based on a surprising connection to a concentration of maxima probabilistic phenomenon, the authors obtain a complete characterization of the ex.
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