Title | COMPSTAT 2004 โ Proceedings in Computational Statistics [electronic resource] : 16th Symposium Held in Prague, Czech Republic, 2004 / edited by Jaromir Antoch |
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Imprint | Heidelberg : Physica-Verlag HD : Imprint: Physica, 2004 |
Connect to | http://dx.doi.org/10.1007/978-3-7908-2656-2 |
Descript | XIX, 580 p. online resource |
Invited papers -- The history of COMPSTAT and key-steps of statistical computing during the last 30 years -- Hybrid algorithms for construction of D-efficient designs -- Geometry of learning in in multilayer perceptrons -- Visual data mining for quantized spatial data -- Graphs for representing statistics indexed by nucleotide or amino acid sequences -- Matrix visualization and information mining -- st-apps and EMILeA-stat: Interactive visualizations in descriptive statistics -- The case sensitivity function approach to diagnostic and robust computation: A relaxation strategy -- On the bootstrap methodology for functional data -- A novel approach to parametrization and parameter estimation in linear dynamic systems -- Statistical analysis of handwritten Arabic numerals in a Chinese population -- Methods and algorithms for robust filtering -- Using GO for statistical analyses -- Computational challenges in determining an optimal design for an experiment -- Visualization of parametric carcinogenesis models -- Design aspects of a computer simulation study for assessing uncertainty in human lifetime toxicokinetic models -- Simultaneous inference in risk assessment; a Bayesian perspective -- Interactive biplots for visual modelling -- R: The next generation -- Robust multidimensional scaling -- Improved jackknife variance estimates of bilinear model parameters -- Line mosaic plot: Algorithm and implementation -- Graphical displays of Internet traffic data -- Clustering all three modes of three-mode data: Computational possibilities and problems -- Functional data analysis and mixed effect models -- Using weights with a text proximity matrix -- On canonical analysis of vector time series -- Learning statistics by doing or by describing: The role of software -- Embedding methods and robust statistics for dimension reduction -- A general partition cluster algorithm -- Iterative denoising for cross-corpus discovery -- From data to differential equations -- Simple simulations for robust tests of multiple outliers in regression -- The St@tNet project for teaching statistics -- An automatic thresholding approach to gene expression analysis -- Kernel methods for manifold estimation -- Outlier detection and clustering by partial mixture modeling -- InterDatabase and DandD -- Exploratory visual analysis of graphs in GGobi -- PLS regression and PLS path modeling for multiple table analysis -- 1001 graphics -- Fitting Bradley Terry Models using a multiplicative algorithm -- Modelling multiple time series: Achieving the aims -- Total least squares and errors-in-variables modeling: Bridging the gap between statistics, computational mathematics and engineering -- Author Index -- COMPSTAT 2004 Section Index