Statistical Theory and Computational Aspects of Smoothing : Proceedings of the COMPSTAT ’94 Satellite Meeting held in Semmering, Austria, 27–28 August 1994 / edited by Wolfgang Härdle, Michael G. Schimek
(Contributions to Statistics)
| データ種別 | 電子ブック |
|---|---|
| 出版者 | Heidelberg : Physica-Verlag HD |
| 出版年 | 1996 |
| 本文言語 | 英語 |
| 大きさ | VIII, 265 p. 3 illus : online resource |
書誌詳細を非表示
| 内容注記 | 1 A Personal View of Smoothing and Statistics 2 Smoothing by Local Regression: Principles and Methods 3 Variance Properties of Local Polynomials and Ensuing Modifications 4 Comments 5 Comments 6 Comments 7 Comments 8 Rejoinder 9 Rejoinder 10 Rejoinder 11 Robust Bayesian Nonparametric Regression 12 The Invariance of Statistical Analyses with Smoothing Splines with Respect to the Inner Product in the Reproducing Kernel Hilbert Space 13 A Note on Cross Validation for Smoothing Splines 14 Some Comments on Cross-Validation 15 Extreme Percentile Regression 16 Mean and Dispersion Additive Models 17 Interaction in Nonlinear Principal Components Analysis 18 Nonparametric Estimation of Additive Separable Regression Models |
|---|---|
| 一般注記 | 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 |
| 著者標目 | Härdle, Wolfgang editor Schimek, Michael G. editor SpringerLink (Online service) |
| 件 名 | LCSH:Probabilities LCSH:Statistics LCSH:Economic theory FREE:Economics FREE:Economic Theory/Quantitative Economics/Mathematical Methods FREE:Statistics for Business/Economics/Mathematical Finance/Insurance FREE:Probability Theory and Stochastic Processes |
| 分 類 | DC23:330.1 |
| 巻冊次 | ISBN:9783642484254 
|
| ISBN | 9783642484254 |
| URL | http://dx.doi.org/10.1007/978-3-642-48425-4 |
目次／あらすじ