Computational Approach Statistical Learning by Arnold Taylor (32 results)
Language: English
Published by Chapman and Hall/CRC, 2020
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
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Published by Chapman and Hall/CRC, 2020
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
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Published by Chapman and Hall/CRC, 2020
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
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Published by Chapman and Hall/CRC, 2020
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
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Published by Chapman and Hall/CRC, 2020
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 56 of 59. Book 56 of 59 - Chapman & Hall/CRC Texts in Statistical Science
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Language: English
Published by Taylor & Francis Group, 2020
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
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Condition: New. pp. 374.
Language: English
Published by Taylor & Francis Ltd, 2020
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
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Language: English
Published by Chapman and Hall/CRC 2020-06-30, 2020
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
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Published by Taylor & Francis Group, 2020
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
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Condition: New. pp. 374.
Language: English
Published by Chapman & Hall, 2020
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
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Paperback. Condition: Brand New. 374 pages. 9.21x6.14x0.94 inches. In Stock.
Language: English
Published by Chapman and Hall/CRC, 2019
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 56 of 59. Book 56 of 59 - Chapman & Hall/CRC Texts in Statistical Science
- Hardcover
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Language: English
Published by Chapman and Hall/CRC, 2019
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
- Hardcover
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Language: English
Published by Chapman and Hall/CRC, 2019
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
- Hardcover
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Language: English
Published by Chapman and Hall/CRC, 2019
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
- Hardcover
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Language: English
Published by Taylor & Francis Ltd, London, 2019
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
- Hardcover
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Hardcover. Condition: new. Hardcover. A Computational Approach to Statistical Learning gives a novel introduction to predictive modeling by focusing on the algorithmic and numeric motivations behind popular statistical methods. The text contains annotated code to over 80 original reference functions. These functions provide mini…mal working implementations of common statistical learning algorithms. Every chapter concludes with a fully worked out application that illustrates predictive modeling tasks using a real-world dataset.The text begins with a detailed analysis of linear models and ordinary least squares. Subsequent chapters explore extensions such as ridge regression, generalized linear models, and additive models. The second half focuses on the use of general-purpose algorithms for convex optimization and their application to tasks in statistical learning. Models covered include the elastic net, dense neural networks, convolutional neural networks (CNNs), and spectral clustering. A unifying theme throughout the text is the use of optimization theory in the description of predictive models, with a particular focus on the singular value decomposition (SVD). Through this theme, the computational approach motivates and clarifies the relationships between various predictive models. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
Language: English
Published by Chapman and Hall/CRC, 2019
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
- Hardcover
Seller: Ria Christie Collections, Uxbridge, United KingdomRia Christie Collections
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Language: English
Published by Taylor & Francis Group, 2019
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
- Hardcover
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Language: English
Published by Chapman and Hall/CRC, 2019
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
- Hardcover
Seller: GreatBookPricesUK, Woodford Green, United KingdomGreatBookPricesUK
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Language: English
Published by Taylor & Francis Ltd, 2019
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
- Hardcover
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Language: English
Published by Taylor & Francis Group, 2019
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
- Hardcover
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Language: English
Published by Taylor & Francis Group, 2019
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
- Hardcover
Seller: Biblios, frankfurt am main, HESSE, GermanyBiblios
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Language: English
Published by Taylor & Francis Ltd, London, 2019
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
- Hardcover
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Hardcover. Condition: new. Hardcover. A Computational Approach to Statistical Learning gives a novel introduction to predictive modeling by focusing on the algorithmic and numeric motivations behind popular statistical methods. The text contains annotated code to over 80 original reference functions. These functions provide mini…mal working implementations of common statistical learning algorithms. Every chapter concludes with a fully worked out application that illustrates predictive modeling tasks using a real-world dataset.The text begins with a detailed analysis of linear models and ordinary least squares. Subsequent chapters explore extensions such as ridge regression, generalized linear models, and additive models. The second half focuses on the use of general-purpose algorithms for convex optimization and their application to tasks in statistical learning. Models covered include the elastic net, dense neural networks, convolutional neural networks (CNNs), and spectral clustering. A unifying theme throughout the text is the use of optimization theory in the description of predictive models, with a particular focus on the singular value decomposition (SVD). Through this theme, the computational approach motivates and clarifies the relationships between various predictive models. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.
Language: English
Published by Chapman & Hall, 2019
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
- Hardcover
Seller: Revaluation Books, Exeter, United KingdomRevaluation Books
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Hardcover. Condition: Brand New. 361 pages. 9.25x6.25x1.00 inches. In Stock.
Language: English
Published by Taylor & Francis Group, 2020
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
- Softcover
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Condition: New. pp. 374 This item is printed on demand.
Language: English
Published by CRC Press, 2020
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
- Softcover
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PAP. Condition: New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000.
Language: English
Published by CRC Press, 2020
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 56 of 59. Book 56 of 59 - Chapman & Hall/CRC Texts in Statistical Science
- Softcover
- Print on Demand
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PAP. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000.
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Published by CRC Press, 2020
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
- Softcover
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Taylor Arnold is an assistant professor of statistics at the University of Richmond. His work at the intersection of computer vision, natural language processing, and digital humanities has been supported by multiple…grants from the Nati.
Language: English
Published by CRC Press, 2019
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
- Hardcover
- Print on Demand
Seller: moluna, Greven, Germanymoluna
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Taylor Arnold is an assistant professor of statistics at the University of Richmond. His work at the intersection of computer vision, natural language processing, and digital humanities has been supported by multiple…grants from the Nati.
Language: English
Published by Chapman & Hall, 2019
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
- Hardcover
- Print on Demand
Seller: Revaluation Books, Exeter, United KingdomRevaluation Books
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Hardcover. Condition: Brand New. 361 pages. 9.25x6.25x1.00 inches. In Stock. This item is printed on demand.
Language: English
Published by Chapman And Hall/CRC, 2020
Series: Chapman & Hall/CRC Texts in Statistical Science, Book 55 of 59. Book 55 of 59 - Chapman & Hall/CRC Texts in Statistical Science
- Softcover
- Print on Demand
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This book synthesizes those techniques from numerical analysis, algorithms, data structures, and optimization theory mostcommonly employed in statistics and machine learning. We provide concrete applications of these methods by giving co…mplete reference implementations for a large set of the most commonly used statistical estimators. The goal is.
