Statistical Theory and Computational Aspects of Smoothing: Proceedings of the COMPSTAT ’94 Satellite Meeting held in Semmering, Austria, 27–28 August 1994
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Bibliographic Details
Main Author: Härdle, Wolfgang (Author)
Format: Electronic eBook
Language:English
Published: Heidelberg Physica-Verlag HD 1996
Series:Contributions to Statistics
Subjects:
Online Access:Volltext
Item Description: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
Physical Description:1 Online-Ressource (VIII, 265p. 63 illus)
ISBN:9783642484254
9783790809305
ISSN:1431-1968
DOI:10.1007/978-3-642-48425-4

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