COMPSTAT 2002 - Proceedings in Computational Statistics: 15th Symposium held in Berlin, Germany, 2002

Front Matter....Pages I-XI
Front Matter....Pages 1-1
An Implementation for Regression Quantile Estimation....Pages 3-14
Computational Methods for Time Series Analysis....Pages 15-24
Forecasting PC-ARIMA Models for Functional Data....Pages 25-36
KyPlot as a Tool for Graphical Data Analysis....Pages 37-46
Mice and Elephants Visualization of Internet Traffic....Pages 47-54
Relativity and Resolution for High Dimensional Information Visualization with Generalized Association Plots (GAP)....Pages 55-66
Supervised Learning from Microarray Data....Pages 67-77
Teaching Statistics with Electronic Textbooks....Pages 79-90
Trans-Dimensional Markov Chains and their Applications in Statistics....Pages 91-102
Front Matter....Pages 103-103
A Bayesian Model for Compositional Data Analysis....Pages 105-110
A Comparison of Marginal Likelihood Computation Methods....Pages 111-116
A Hotelling Test Based on MCD....Pages 117-122
A Resampling Approach to Cluster Validation....Pages 123-128
A Self Documenting Programming Environment for Weighting....Pages 129-134
A State Space Model for Non-Stationary Functional Data 1 ....Pages 135-140
A Wildlife Simulation Package ( WiSP )....Pages 141-146
Algorithmical and Computational Procedures for a Markov Model in Survival Analysis....Pages 147-152
An Algorithm for the Construction of Experi-mental Designs with Fixed and Random Blocks....Pages 153-158
An Algorithm to Estimate Time Varying Parameter SURE Models under Different Type of Restrictions....Pages 159-164
Analyzing Data with Robust Multivariate Methods and Diagnostic Plots....Pages 165-170
Front Matter....Pages 103-103
Application of “Aggregated Classifiers” in Survival Time Studies....Pages 171-176
Application of Hopfield-like Neural Networks to Nonlinear Factorization....Pages 177-182
Bagging Tree Classifiers for Glaucoma Diagnosis....Pages 183-188
Bayesian Automatic Parameter Estimation of Threshold Autoregressive (TAR) Models using Markov Chain Monte Carlo (MCMC)....Pages 189-194
Bayesian Semiparametric Seemingly Unrelated Regression....Pages 195-200
Blockmodeling Techniques for Web Mining....Pages 201-206
Bootstrapping Threshold Autoregressive Models....Pages 207-212
Canonical Variates for Recursive Partitioning in Data Mining....Pages 213-218
CAnoVa © a Software for Causal Modeling....Pages 219-224
Classification Based on the Support Vector Machine, Regression Depth, and Discriminant Analysis....Pages 225-230
Clockwise Bivariate Boxplots....Pages 231-236
Combining Graphical Models and PCA for Statistical Process Control....Pages 237-242
Comparing Two Partitions: Some Proposals and Experiments....Pages 243-248
Comparison of Nested Simulated Annealing and Reactive Tabu Search for Efficient Experimental Designs with Correlated Data....Pages 249-254
Computational Connections between Robust Multivariate Analysis and Clustering....Pages 255-260
Computer Intensive Methods for Mixed-effects Models....Pages 261-266
Construction of T-Optimum Designs for Multiresponse Dynamic Models....Pages 267-272
Data Compression and Selection of Variables, with Respect to Exact Inference....Pages 273-278
Data Extraction from Dense 3-D Surface Models....Pages 279-284
Detection of Locally Stationary Segments in Time Series....Pages 285-290
Front Matter....Pages 103-103
Detection of Outliers in Multivariate Data: A Method Based on Clustering and Robust Estimators....Pages 291-296
Development of a Framework for Analyzing Process Monitoring Data with Applications to Semiconductor Manufacturing Process....Pages 297-302
Different Ways to See a Tree - KLIMT....Pages 303-308
e-stat: A Web-based Learning Environment in Applied Statistics....Pages 309-314
e-stat: Automatic Evaluation of Online Exercises....Pages 315-320
e-stat: Basic Stochastic Finance at School Level....Pages 321-326
e-stat: Development of a Scenario for Statistics in Chemical Engineering....Pages 327-332
e-stat: Web-based Learning and Teaching of Statistics in Secondary Schools....Pages 333-338
EmileA-stat: Structural and Didactic Aspects of Teaching Statistics through an Internet-based, Multi-medial Environment....Pages 339-342
Evaluating the GPH Estimator via Bootstrap Technique....Pages 343-348
Evolutionary Algorithms with Competing Heuristics in Computational Statistics....Pages 349-354
Exact Nonparametric Inference in R....Pages 355-360
Exploring the Structure of Regression Surfaces by using SiZer Map for Additive Models....Pages 361-366
Fast and Robust Filtering of Time Series with Trends....Pages 367-372
Functional Principal Component Modelling of the Intensity of a Doubly Stochastic Poisson Process....Pages 373-376
Growing and Visualizing Prediction Paths Trees in Market Basket Analysis....Pages 377-382
Improved Fitting of Constrained Multivariate Regression Models using Automatic Differentiation....Pages 383-388
Imputation of Continuous Variables Missing at Random using the Method of Simulated Scores....Pages 389-394
Induction of Association Rules: Apriori Implementation....Pages 395-400
Intelligent WBT: Specification and Architecture of the Distributed, Multimedia e-Learning System e-stat....Pages 401-406
Front Matter....Pages 103-103
Interactive Exploratory Analysis of Spatio-Temporal Data....Pages 407-412
Interactive Graphics for Data Mining....Pages 413-418
Least Squares Reconstruction of Binary Images using Eigenvalue Optimization....Pages 419-424
Locally Adaptive Function Estimation for Categorical Regression Models....Pages 425-430
Maneuvering Target Tracking by using Particle Filter Method with Model Switching Structure....Pages 431-436
mathStatica: Mathematical Statistics with Mathematica ....Pages 437-442
MCMC Model for Estimation Poverty Risk Factors using Household Budget Data....Pages 443-448
MD*Book online & e-stat: Generating e-stat Modules from L A T E X....Pages 449-454
Missing Data Incremental Imputation through Tree Based Methods....Pages 455-460
Missing Values Resampling for Time Series....Pages 461-466
ModelBuilder — an Automated General-to-specific Modelling Tool....Pages 467-472
On the Use of Particle Filters for Bayesian Image Restoration....Pages 473-478
Optimally Trained Regression Trees and Occam’s Razor....Pages 479-484
Parallel Algorithms for Bayesian Inference in Spatial Gaussian Models....Pages 485-490
Parameters Estimation of Block Mixture Models....Pages 491-496
Pattern Recognition of Time Series using Wavelets....Pages 497-502
Representing Knowledge in the Statistical System Jasp....Pages 503-508
Robust Estimation with Discrete Explanatory Variables....Pages 509-514
Robust Principal Components Regression....Pages 515-520
Robust Time Series Analysis through the Forward Search....Pages 521-526
Front Matter....Pages 103-103
Rough Sets and Association Rules — Which is Efficient?....Pages 527-532
Skewness and Fat Tails in Discrete Choice Models....Pages 533-538
Standardized Partition Spaces....Pages 539-544
StatDataML: An XML Format for Statistical Data....Pages 545-550
Statistical Computing on Web Browsers with the Dynamic Link Library....Pages 551-556
Statistical Inference for a Robust Measure of Multiple Correlation....Pages 557-562
Statistical Software VASMM for Variable Selection in Multivariate Methods....Pages 563-568
Structural Equation Models for Finite Mixtures — Simulation Results and Empirical Applications....Pages 569-574
Sweave: Dynamic Generation of Statistical Reports Using Literate Data Analysis....Pages 575-580
Testing for Simplification in Spatial Models....Pages 581-586
The Forward Search....Pages 587-592
The MISSION Client: Navigating Ontology Information for Query Formulation and Publication in Distributed Statistical Information Systems....Pages 593-598
Time Series Modeling using Mobile Devices and Broadband Internet....Pages 599-604
Unbiased Partial Spline Fitting under Autoregressive Errors....Pages 605-610
Unobserved Heterogeneity in Store Choice Models....Pages 611-616
Using the Forward Library in S-plus....Pages 617-622
Variance Stabilization and Robust Normalization for Microarray Gene Expression Data....Pages 623-628
Weights and Fragments....Pages 629-634
XQS/MD * Crypt as a Means of Education and Computation....Pages 635-640
Back Matter....Pages 641-648