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 Plant Structure by Jianqing Fan
Cover of the book Pediatric Rheumatology by Jianqing Fan
Cover of the book Neurology by Jianqing Fan
Cover of the book Financing The Agricultural Sector by Jianqing Fan
Cover of the book Basic Plant Pathology Methods by Jianqing Fan
Cover of the book Circuit Simulation Methods and Algorithms by Jianqing Fan
Cover of the book Physiological Models in Microbiology by Jianqing Fan
Cover of the book Approximation-solvability of Nonlinear Functional and Differential Equations by Jianqing Fan
Cover of the book Applied Thermodynamics by Jianqing Fan
Cover of the book The New MRCPsych Paper II Practice MCQs and EMIs by Jianqing Fan
Cover of the book Patient Safety by Jianqing Fan
Cover of the book Computers and Society by Jianqing Fan
Cover of the book Practical Guide to Sperm Analysis by Jianqing Fan
Cover of the book The Automobile by Jianqing Fan
Cover of the book Occupational Audiometry 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