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Local Polynomial Modelling and Its Applications: Monographs on Statistics and Applied Probability 66 (Chapman & Hall/CRC Monographs on Statistics and Applied Probability) - Tapa dura
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Data-analytic approaches to regression problems, arising from many scientific disciplines are described in this book. The aim of these nonparametric methods is to relax assumptions on the form of a regression function and to let data search for a suitable function that describes the data well. The use of these nonparametric functions with parametric techniques can yield very powerful data analysis tools. Local polynomial modeling and its applications provides an up-to-date picture on state-of-the-art nonparametric regression techniques. The emphasis of the book is on methodologies rather than on theory, with a particular focus on applications of nonparametric techniques to various statistical problems. High-dimensional data-analytic tools are presented, and the book includes a variety of examples. This will be a valuable reference for research and applied statisticians, and will serve as a textbook for graduate students and others interested in nonparametric regression.
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Jianqing Fan
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Local polynomial modelling and its applications J. Fan and I. Gijbels. Monographs on statistics and applied probability 66.
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London, Chapman and Hall, 1996
ISBN 10: 0412983214
ISBN 13: 9780412983214
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Local Polynomial Modelling and Its Applications: Monographs on Statistics and Applied Probability 66
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Local Polynomial Modelling and Its Applications: Monographs on Statistics and Applied Probability 66
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Routledge March 1996, 1996
ISBN 10: 0412983214
ISBN 13: 9780412983214
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Local Polynomial Modelling and Its Applications (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
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Chapman and Hall/CRC, 1996
ISBN 10: 0412983214
ISBN 13: 9780412983214
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Local Polynomial Modelling and Its Applications
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Local Polynomial Modelling and Its Applications
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Local Polynomial Modelling and Its Applications (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
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Fan, J: Local Polynomial Modelling and Its Applications
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Condición: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Jianqing FanData-analytic approaches to regression problems, arising from many scientific disciplines are described in this book. The aim of these nonparametric methods is to relax assumptions on the form of a regression function and to let data se. Nº de ref. del artículo: 594618445
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Local Polynomial Modelling and Its Applications
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Chapman And Hall/CRC Mär 1996, 1996
ISBN 10: 0412983214
ISBN 13: 9780412983214
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Buch. Condición: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Data-analytic approaches to regression problems, arising from many scientific disciplines are described in this book. The aim of these nonparametric methods is to relax assumptions on the form of a regression function and to let data search for a suitable function that describes the data well. The use of these nonparametric functions with parametric techniques can yield very powerful data analysis tools. Local polynomial modeling and its applications provides an up-to-date picture on state-of-the-art nonparametric regression techniques. The emphasis of the book is on methodologies rather than on theory, with a particular focus on applications of nonparametric techniques to various statistical problems. High-dimensional data-analytic tools are presented, and the book includes a variety of examples. This will be a valuable reference for research and applied statisticians, and will serve as a textbook for graduate students and others interested in nonparametric regression. 358 pp. Englisch. Nº de ref. del artículo: 9780412983214
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Local Polynomial Modelling and Its Applications
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