Langue: anglais
Edité par Springer (edition 2008), 2008
ISBN 10 : 0387775005 ISBN 13 : 9780387775005
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Ajouter au panierHardcover. Etat : Good. 2008. It's a preowned item in good condition and includes all the pages. It may have some general signs of wear and tear, such as markings, highlighting, slight damage to the cover, minimal wear to the binding, etc., but they will not affect the overall reading experience.
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Ajouter au panierHardcover. Etat : Very good condition. very clean,fast ship.
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Ajouter au panierEtat : New. pp. 384.
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Ajouter au panierEtat : New. pp. 384 Illus.
Vendeur : Biblios, Frankfurt am main, HESSE, Allemagne
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Ajouter au panierEtat : New. pp. 384.
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Vendeur : Romtrade Corp., STERLING HEIGHTS, MI, Etats-Unis
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Ajouter au panierEtat : New. This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide.
Vendeur : Books Puddle, New York, NY, Etats-Unis
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Vendeur : Romtrade Corp., STERLING HEIGHTS, MI, Etats-Unis
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Ajouter au panierEtat : New. This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide.
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Ajouter au panierEtat : New. Brand New Original US Edition. Customer service! Satisfaction Guaranteed.
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Ajouter au panierPaperback. Etat : New.
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Vendeur : GreatBookPricesUK, Woodford Green, Royaume-Uni
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Ajouter au panierEtat : New.
Langue: anglais
Edité par Springer Nature Switzerland AG, CH, 2021
ISBN 10 : 3030429237 ISBN 13 : 9783030429232
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Ajouter au panierPaperback. Etat : New. Third Edition 2020. This textbook considers statistical learning applications when interest centers on the conditional distribution of a response variable, given a set of predictors, and in the absence of a credible model that can be specified before the data analysis begins. Consistent with modern data analytics, it emphasizes that a proper statistical learning data analysis depends in an integrated fashion on sound data collection, intelligent data management, appropriate statistical procedures, and an accessible interpretation of results. The unifying theme is that supervised learning properly can be seen as a form of regression analysis. Key concepts and procedures are illustrated with a large number of real applications and their associated code in R, with an eye toward practical implications. The growing integration of computer science and statistics is well represented including the occasional, but salient, tensions that result. Throughout, there are links to the big picture.The third edition considers significant advances in recent years, among which are:the development of overarching, conceptual frameworks for statistical learning;the impact of "big data" on statistical learning;the nature and consequences of post-model selection statistical inference;deep learning in various forms;the special challenges to statistical inference posed by statistical learning;the fundamental connections between data collection and data analysis;interdisciplinary ethical and political issues surrounding the application of algorithmic methods in a wide variety of fields, each linked to concerns about transparency, fairness, and accuracy.This edition features new sections on accuracy, transparency, and fairness, as well as a new chapter on deep learning. Precursors to deep learning get an expanded treatment. The connections between fitting and forecasting are considered in greater depth. Discussion of the estimation targets for algorithmic methods is revised and expanded throughout to reflect the latest research. Resampling procedures are emphasized. The material is written for upper undergraduate and graduate students in the social, psychological and life sciences and for researchers who want to apply statistical learning procedures to scientific and policy problems.
Vendeur : GreatBookPricesUK, Woodford Green, Royaume-Uni
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Ajouter au panierEtat : As New. Unread book in perfect condition.
Vendeur : Lucky's Textbooks, Dallas, TX, Etats-Unis
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Vendeur : ALLBOOKS1, Direk, SA, Australie
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Vendeur : Lucky's Textbooks, Dallas, TX, Etats-Unis
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Vendeur : Lucky's Textbooks, Dallas, TX, Etats-Unis
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Langue: anglais
Edité par Springer International Publishing, Springer International Publishing Jun 2018, 2018
ISBN 10 : 3319829696 ISBN 13 : 9783319829692
Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne
EUR 71,68
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Ajouter au panierTaschenbuch. Etat : Neu. Neuware -This textbook considers statistical learning applications when interest centers on the conditional distribution of the response variable, given a set of predictors, and when it is important to characterize how the predictors are related to the response.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 376 pp. Englisch.