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Jianqing Fan
Local Polynomial Modelling and Its Applications
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3017138Local Polynomial Modelling and Its Applicationshttps://www.gandhi.com.mx/local-polynomial-modelling-and-its-applications-9781351434805/phttps://gandhi.vtexassets.com/arquivos/ids/2269333/1ed5b4e1-db58-4583-97f7-03080f21a997.jpg?v=63848984463500000040654065MXNCRC PressInStock/Ebooks/<p>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.</p>...2952995Local Polynomial Modelling and Its Applications40654065https://www.gandhi.com.mx/local-polynomial-modelling-and-its-applications-9781351434805/phttps://gandhi.vtexassets.com/arquivos/ids/2269333/1ed5b4e1-db58-4583-97f7-03080f21a997.jpg?v=638489844635000000InStockMXN99999DIEbook20189781351434805_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9781351434805_<p>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.</p>...9781351434805_CRC Presslibro_electonico_76c97a7b-eba3-3cae-86cd-bdb8fcc9e75b_9781351434805;9781351434805_9781351434805Jianqing FanInglésMéxicohttps://getbook.kobo.com/koboid-prod-public/taylorandfrancis-epub-032c1317-823d-4b79-8e37-e9f8d3e1219f.epub2018-05-02T00:00:00+00:00CRC Press