Jianqing Fan 
Local Polynomial Modelling and Its Applications [EPUB ebook] 
Monographs on Statistics and Applied Probability 66

支持
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.
€63.83
支付方式
购买此电子书可免费获赠一本!
格式 EPUB ● 网页 360 ● ISBN 9781351434805 ● 出版者 CRC Press ● 发布时间 2018 ● 下载 3 时 ● 货币 EUR ● ID 7286011 ● 复制保护 Adobe DRM
需要具备DRM功能的电子书阅读器

来自同一作者的更多电子书 / 编辑

48,540 此类电子书