COMPSTAT 2004 - Proceedings in Computational Statistics : 16th Symposium Held in Prague, Czech Republ计算统计学2004/会议录

作者： Jaromir Antoch著

出 版 社：

出版时间： 2004-9-1字数：版次： 1页数： 580印刷时间： 2004/09/01开本： 16开印次： 1纸张： 胶版纸I S B N ： 9783790815542包装： 平装内容简介

Statistical computing provides the link between statistical theory and applied statistics. As at previous COMPSTAT volumes, the content of the book covers all aspects of this link, from the development and implementation of new statistical ideas to user experiences and software evaluation. The proceedings should appeal to anyone working in statistics and using computers, whether in universities, industrial companies, government agencies, research institutes or as software developers.

目录

Contents

Invited papers

Grossmann W., Schimek M.G., Sint P.P., The history of COMPSTAT and key-steps of statistical computing during the last 30 years

Ali A.A., Jansson M., Hybrid algorithms for construction of D-efficient designs

Amari S., Park H., Ozeki T., Geometry of learning in in multilayer perceptrons

Braverman A., Kahn B., Visual data mining for quantized spatial data

Carr D.B., Sung M.-H., Graphs for representing statistics indexed by nucleotide or amino acid sequences

Chen, C. H. et al., Matrix visualization and information mining

Cramer K., Kamps U., Zuckschwerdt C., st-apps and EMILeA-stat: Interactive visualizations in descriptive statistics

Critchley F. et al., The case sensitivity function approach to diagnostic and robust computation: A relaxation strategy

Cuevas A., Fraiman R., On the bootstrap methodology for functional data

Deistler M., Ribarits T., Hanzon B., A novel approach to parametrization and parameter estimation in linear dynamic systems

Fung W.K. et al., Statistical analysis of handwritten Arabic numerals in a Chinese population

Gather U., Fried R., Methods and algorithms for robust filtering

Gentleman R., Using GO for statistical analyses

Ghosh S., Computational challenges in determining an optimal design for an experiment

Groos J., Kopp-Schneider A., Visualization of parametric carcinogenesis models

Heinzl H., Mittlboeck M., Design aspects of a computer simulation study for assessing uncertainty in human lifetime toxicokinetic models

Held L., Simultaneous inference in risk assessment; a Bayesian perspective

Hofmann H., Interactive biplots for visual modelling

Hornik K., R: The next generation

House L.L., Banks D., Robust multidimensional scaling

Hфy M., Westad F., Martens H., Improved jackknife variance estimates of bilinear model parameters

Huh M.Y., Line mosaic plot: Algorithm and implementation

Kafadar K., Wegman E.J., Graphical displays of Internet traffic data

Kiers H.A.L., Clustering all three modes of three-mode data: Computational possibilities and problems

Kneip A., Sickles R.C., Song W., Functional data analysis and mixed effect models

Martinez A.R., Wegman E.J., Martinez W.L., Using weights with a text proximity matrix

Min W., Tsay R.S., On canonical analysis of vector time series

Neuwirth E., Learning statistics by doing or by describing: The role of software

Ostrouchov G., Samatova N.F., Embedding methods and robust statistics for dimension reduction

Pefia D., Rodriguez J., Tiao G.C., A general partition cluster algorithm

Priebe C.E. et al., Iterative denoising for cross-corpus discovery

Ramsay J.O., From data to differential equations

Riani, M., Atkinson A., Simple simulations for robust tests of multiple outliers in regression

Saporta G., Bourdeau M., The St@tNet project for teaching statistics

Schimek M.G., Schmidt W., An automatic thresholding approach to gene expression analysis

SchSlkopf B., Kernel methods for manifold estimauon

……

Contributed papers（on CD）

……