Local Polynomial Modelling and Its Applications

Monographs on Statistics and Applied Probability 66

Nonfiction, Science & Nature, Mathematics, Statistics
Cover of the book Local Polynomial Modelling and Its Applications by Jianqing Fan, CRC Press
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Jianqing Fan ISBN: 9781351434805
Publisher: CRC Press Publication: May 2, 2018
Imprint: Routledge Language: English
Author: Jianqing Fan
ISBN: 9781351434805
Publisher: CRC Press
Publication: May 2, 2018
Imprint: Routledge
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from CRC Press

Cover of the book Building International Construction Alliances by Jianqing Fan
Cover of the book Managing Obesity in the Workplace by Jianqing Fan
Cover of the book Avian Medicine and Surgery by Jianqing Fan
Cover of the book Adaptive Filtering by Jianqing Fan
Cover of the book Scaled Worlds: Development, Validation and Applications by Jianqing Fan
Cover of the book Mastering the BMAT by Jianqing Fan
Cover of the book Australian Native Plants by Jianqing Fan
Cover of the book Soil and Climate by Jianqing Fan
Cover of the book Linear Systems by Jianqing Fan
Cover of the book The Extended Specimen by Jianqing Fan
Cover of the book Linear and Complex Analysis for Applications by Jianqing Fan
Cover of the book Wax Deposition by Jianqing Fan
Cover of the book Organic Light-Emitting Materials and Devices by Jianqing Fan
Cover of the book Air Pollution Control and Design for Industry by Jianqing Fan
Cover of the book Statistical Genomics by Jianqing Fan
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy