书目名称 | Statistical Theory and Computational Aspects of Smoothing |
副标题 | Proceedings of the C |
编辑 | Wolfgang Härdle,Michael G. Schimek |
视频video | http://file.papertrans.cn/877/876656/876656.mp4 |
丛书名称 | Contributions to Statistics |
图书封面 |  |
描述 | One of the main applications of statistical smoothing techniques is nonparametric regression. For the last 15 years there has been a strong theoretical interest in the development of such techniques. Related algorithmic concepts have been a main concern in computational statistics. Smoothing techniques in regression as well as other statistical methods are increasingly applied in biosciences and economics. But they are also relevant for medical and psychological research. Introduced are new developments in scatterplot smoothing and applications in statistical modelling. The treatment of the topics is on an intermediate level avoiding too much technicalities. Computational and applied aspects are considered throughout. Of particular interest to readers is the discussion of recent local fitting techniques. |
出版日期 | Conference proceedings 1996 |
关键词 | Glättung; Kernel; Statistische Modelierung; Variance; calculus; econometrics; economics; invariance; modelin |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-642-48425-4 |
isbn_softcover | 978-3-7908-0930-5 |
isbn_ebook | 978-3-642-48425-4Series ISSN 1431-1968 Series E-ISSN 2628-8966 |
issn_series | 1431-1968 |
copyright | Physica-Verlag Heidelberg 1996 |