COMPSTAT : proceedings in computational statistics, 15th symposium held in Berlin, Germany, 2002
Wolfgang Karl Härdle, Bernd Rönz · Physica-Verlag eBooks · 2002
An Implementation for Regression Quantile Estimation.- Computational Methods for Time Series Analysis.- Forecasting PC-ARIMA Models for Functional Data.- KyPlot as a Tool for Graphical Data Analysis.- Mice and Elephants Visualization of Internet Traffic.- Relativity and Resolution for High Dimensional Information Visualization with Generalized Association Plots (GAP).- Supervised Learning from Microarray Data.- Teaching Statistics with Electronic Textbooks.- Trans-Dimensional Markov Chains and their Applications in Statistics.- A Bayesian Model for Compositional Data Analysis.- A Comparison of Marginal Likelihood Computation Methods.- A Hotelling Test Based on MCD.- A Resampling Approach to Cluster Validation.- A Self Documenting Programming Environment for Weighting.- A State Space Model for Non-Stationary Functional Data.- A Wildlife Simulation Package (WiSP).- Algorithmical and Computational Procedures for a Markov Model in Survival Analysis.- An Algorithm for the Construction of Experimental Designs with Fixed and Random Blocks.- An Algorithm to Estimate Time Varying Parameter SURE Models under Different Type of Restrictions.- Analyzing Data with Robust Multivariate Methods and Diagnostic Plots.- Application of Aggregated in Survival Time Studies.- Application of Hopfield-like Neural Networks to Nonlinear Factorization.- Bagging Tree Classifiers for Glaucoma Diagnosis.- Bayesian Automatic Parameter Estimation of Threshold Autoregressive (TAR) Models using Markov Chain Monte Carlo (MCMC).- Bayesian Semiparametric Seemingly Unrelated Regression.- Blockmodeling Techniques for Web Mining.- Bootstrapping Threshold Autoregressive Models.- Canonical Variates for Recursive Partitioning in Data Mining.- CAnoVa(c): a Software for Causal Modeling.- Classification Based on the Support Vector Machine Regression Depth, and Discriminant Analysis.- Clockwise Bivariate Boxplots.- Combining Graphical Models and PCA for Statistical Process Control.- Comparing Two Partitions: Some Proposals and Experiments.- Comparison of Nested Simulated Annealing and Reactive Tabu Search for Efficient Experimental Designs with Correlated Data.- Computational Connections between Robust Multivariate Analysis and Clustering.- Computer Intensive Methods for Mixed-effects Models.- Construction of T-Optimum Designs for Multiresponse Dynamic Models.- Data Compression and Selection of Variables with Respect to Exact Inference.- Data Extraction from Dense 3-D Surface Models.- Detection of Locally Stationary Segments in Time Series.- Detection of Outliers in Multivariate Data: A Method Based on Clustering and Robust Estimators.- Development of a Framework for Analyzing Process Monitoring Data with Applications to Semiconductor Manufacturing Process.- Different Ways to See a Tree - KLIMT.- e-stat: A Web-based Learning Environment in Applied Statistics.- e-stat: Automatic Evaluation of Online Exercises.- e-stat: Basic Stochastic Finance at School Level.- e-stat: Development of a Scenario for Statistics in Chemical Engineering..- e-stat: Web-based Learning and Teaching of Statistics in Secondary Schools.- EMILeA-stat: Structural and Didactic Aspects of Teaching Statistics through an Internet-based Multi-medial Environment.- Evaluating the GPH Estimator via Bootstrap Technique.- Evolutionary Algorithms with Competing Heuristics in Computational Statistics.- Exact Nonparametric Inference in R.- Exploring the Structure of Regression Surfaces by using SiZer Map for Additive Models.- Fast and Robus Filtering of Time Series with Trends.- Functional Principal Component Modelling of the Intensity of a Doubly Stochastic Poisson Process.- Growing and Visualizing Prediction Paths Trees in Market Basket Analysis.- Improved Fitting of Constrained Multivariate Regression Models using Automatic Differentiation.- Imputation of Continuous Variables Missing at Random using the Method of Simulated Scores.- Induction of Association Rules: Apriori Implementation.- Intelligent WBT: Specification and Architecture of the Distributed Multimedia e-Learning System e-stat.- Interactive Exploratory Analysis of Spatio-Temporal Data.- Interactive Graphics for Data Mining.- Least Squares Reconstruction of Binary Images using Eigenvalue Optimization.- Locally Adaptive Function Estimation for Categorical Regression Models.- Maneuvering Target Tracking by using Particle Filter Method with Model Switching Structure.- mathStatica: Mathematical Statistics with Mathematica.- MCMC Model for Estimation Poverty Risk Factors using Household Budget Data.- MD *Book online & e-stat: Generating e-stat Modules from LaTeX.- Missing Data Incremental Imputation through Tree Based Methods.- Missing Values Resampling for Time Series.- ModelBuilder - an Automated General-to-specific Modelling Tool.- On the Use of Particle Filters for Bayesian Image Restoration.- Optimally Trained Regression Trees and Occam's Razor.- Parallel Algorithms for Inference in Spatial Gaussian Models.- Parameters Estimation of Block Mixture Models.- Pattern Recognition of Time Series using Wavelets.- Representing Knowledge in the Statistical System Jasp.- Robust Estimation with Discrete Explanatory Variables.- Robust Principal Components Regression.- Robust Time Series Analysis through the Forward Search.- Rough Sets and Association Rules - Which is Efficient?.- Skewness and Fat Tails in Discrete Choice Models.- Standardized Partition Spaces.- StatDataML: An XML Format for Statistical Data.- Statistical Computing on Web Browsers with the Dynamic Link Library.- Statistical Inference for a Robust Measure of Multiple Correlation.- Statistical Software VASMM for Variable Selection in Multivariate Methods.- Structural Equation Models for Finite Mixtures - Simulation Results and Empirical Applications.- Sweave: Dynamic Generation of Statistical Reports using Literate Data Analysis.- Testing for Simplification in Spatial Models.- The Forward Search.- The MISSION Client: Navigating Ontology Information for Query Formulation and Publication in Distributed Statistical Information Systems.- Time Series Modelling using Mobile Devices and Broadband Internet.- Unbiased Partial Spline Fitting under Autoregressive Errors.- Unobserved Heterogeneity in Store Choice Models.- Using the Forward Library in S-plus.- Variance Stabilization and Robust Normalization for Microarray Gene Expression Data.- Weights and Fragments.- XQS/MD* Crypt as a Means of Education and Computation.- Author's Index.- Keyword Index.