COMPSTAT 2004 — Proceedings in Computational Statistics: 16th Symposium Held in Prague, Czech Republic, 2004

Front Matter....Pages i-xix
The History of Compstat and Key- Steps of Statistical Computing During the Last 30 Years....Pages 1-35
Hybrid Algorithms for Construction of D -Efficient Designs....Pages 37-48
Geometry of Learning in Multilayer Perceptrons....Pages 49-60
Visual Data Mining for Quantized Spatial Data....Pages 61-72
Graphs for Representing Statistics Indexed by Nucleotide or Amino Acid Sequences....Pages 73-83
Matrix Visualization and Information Mining....Pages 85-100
st-apps and Emilea-Stat: Interactive Visualizations in Descriptive Statistics....Pages 101-112
The Case Sensitivity Function Approach to Diagnostic and Robust Computation: A Relaxation Strategy....Pages 113-125
On the Bootstrap Methodology for Functional Data....Pages 127-135
A Novel Approach to Parametrization and Parameter Estimation in Linear Dynamic Systems....Pages 137-147
Statistical Analysis of Handwritten Arabic Numerals in a Chinese Population....Pages 149-158
Methods and Algorithms for Robust Filtering....Pages 159-170
Using Go for Statistical Analyses....Pages 171-180
Computational Challenges in Determining an Optimal Design for an Experiment....Pages 181-188
Visualization of Parametric Carcinogenesis Models....Pages 189-197
Design Aspects of a Computer Simulation Study for Assessing Uncertainty in Human Lifetime Toxicokinetic Models....Pages 199-211
Simultaneous Inference in Risk Assessment; a Bayesian Perspective....Pages 213-222
Interactive Biplots for Visual Modelling....Pages 223-234
R: The Next Generation....Pages 235-249
Robust Multidimensional Scaling....Pages 251-259
Improved Jackknife Variance Estimates of Bilinear Model Parameters....Pages 261-275
Line Mosaic Plot: Algorithm and Implementation....Pages 277-285
Graphical Displays of Internet Traffic Data....Pages 287-301
Clustering All Three Modes of Three-Mode Data: Computational Possibilities and Problems....Pages 303-313
Functional Data Analysis and Mixed Effect Models....Pages 315-326
Using Weights with a Text Proximity Matrix....Pages 327-337
On Canonical Analysis of Vector Time Series....Pages 339-350
Learning Statistics by Doing or by Describing: The Role of Software....Pages 351-358
Embedding Methods and Robust Statistics for Dimension Reduction....Pages 359-370
A General Partition Cluster Algorithm....Pages 371-379
Iterative Denoising for Cross-Corpus Discovery....Pages 381-392
From Data to Differential Equations....Pages 393-404
Simple Simulations for Robust Tests of Multiple Outliers in Regression....Pages 405-416
The St@Tnet Project for Teaching Statistics....Pages 417-428
An Automatic Thresholding Approach to Gene Expression Analysis....Pages 429-440
Kernel Methods for Manifold Estimation....Pages 441-452
Outlier Detection and Clustering by Partial Mixture Modeling....Pages 453-464
Interdatabase and DandD....Pages 465-475
Exploratory Visual Analysis of Graphs in GGOBI....Pages 477-488
PLS Regression and PLS Path Modeling for Multiple Table Analysis....Pages 489-499
1001 Graphics....Pages 501-512
Fitting Bradley Terry Models Using a Multiplicative Algorithm....Pages 513-526
Modelling Multiple Time Series: Achieving the Aims....Pages 527-538
Total Least Squares and Errors- In-Variables Modeling: Bridging the Gap Between Statistics, Computational Mathematics and Engineering....Pages 539-555
Back Matter....Pages 557-580