Local Polynomial Modelling and Its Applications Monographs on Statistics and Applied Probability 66 |
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| Author:
| Gijbels, Irene
Fan, Jianqing |
| Series title: | Chapman and Hall/CRC Monographs on Statistics and Applied Probability Ser. |
| ISBN: | 978-0-412-98321-4 |
| Publication Date: | Mar 1996 |
| Publisher: | CRC Press LLC
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| Imprint: | Chapman & Hall/CRC |
| Book Format: | Hardback |
| List Price: | AUD $197.99 |
Book Description:
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Local Polynomial Modelling and Its Applications describes data-analytic approaches to regression problems encountered in many scientific disciplines. These nonparametric methods are powerful in exploring fine structural relationships and yield useful diagnostic tools for parametric models. The authors emphasize methodologies rather than on theory, present high-dimensional data-analytic tools, and furnish a variety of examples. This is a valuable reference for research and applied...
More DescriptionLocal Polynomial Modelling and Its Applications describes data-analytic approaches to regression problems encountered in many scientific disciplines. These nonparametric methods are powerful in exploring fine structural relationships and yield useful diagnostic tools for parametric models. The authors emphasize methodologies rather than on theory, present high-dimensional data-analytic tools, and furnish a variety of examples. This is a valuable reference for research and applied statisticians and serves particularly well as a textbook for graduate students and others interested in nonparametric regression.