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Local Polynomial Modelling and Its Applications: Monographs on Statistics and Applied Probability 66

Local Polynomial Modelling and Its Applications: Monographs on Statistics and Applied Probability 66

Hardcover

Series: Chapman & Hall/CRC Monographs on Statistics and Applied Prob, Book 66

Probability & Statistics

ISBN10: 0412983214
ISBN13: 9780412983214
Publisher: CRC Press
Published: Mar 1 1996
Pages: 358
Weight: 1.07
Height: 0.82 Width: 5.64 Depth: 8.84
Language: English
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 statisticians and serves particularly well as a textbook for graduate students and others interested in nonparametric regression.

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