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portada statistical theory and computational aspects of smoothing: proceedings of the compstat '94 satellite meeting held in semmering, austria, 27 - 28 augus
Type
Physical Book
Illustrated by
Publisher
Author
Year
1996
Language
English
Pages
265
Format
Paperback
Dimensions
23.4 x 15.6 x 1.5 cm
Weight
0.39 kg.
ISBN
3790809306
ISBN13
9783790809305
Categories

statistical theory and computational aspects of smoothing: proceedings of the compstat '94 satellite meeting held in semmering, austria, 27 - 28 augus

Wolfgang Härdle (Illustrated by) · Michael Schimek (Illustrated by) · Physica-Verlag · Paperback

statistical theory and computational aspects of smoothing: proceedings of the compstat '94 satellite meeting held in semmering, austria, 27 - 28 augus - Härdle, Wolfgang ; Schimek, Michael

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Synopsis "statistical theory and computational aspects of smoothing: proceedings of the compstat '94 satellite meeting held in semmering, austria, 27 - 28 augus"

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.

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