ISBN: 3790815179
TITLE: COMPSTAT 2002 - Proceedings in Computational Statistics
AUTHOR: Hrdle, Rnz
TOC:

Preface i
Invited Papers 1
An Implementation for Regression Quantile Estimation 3
T. W. Yee
Computational Methods for Time Series Analysis 15
G. Kitagawa, T. Higuchi, S. Sato
Forecasting PC-ARIMA Models for Functional Data 25
M. J. Valderrama, F.A. Ocaa, A.M. Aguilera
KyPlot as a Tool for Graphical Data Analysis 37
K. Yoshioka
Mice and Elephants Visualization of Internet Traffic 47
J.S. Marron, F. Hernandez-Campos, F.D. Smith
Relativity and Resolution for High Dimensional Information Visualization with Generalized Association Plots (GAP) 55
S.-C. Chang, C.-H. Chen, Y.-Y. Chi, C.-W. Ouyoung
Supervised Learning from Micro-Array Data 67
T. Hastie, R. Tibshirani, B. Narasimhan, G. Chu
Teaching Statistics with Electronic Textbooks 79
J. Symanzik, N. Vukasinovic
Trans-Dimensional Markov Chains and their Applications in Statistics 91
S. P. Brooks
Full Papers 103
A Bayesian Model for Compositional Data Analysis 105
M.J. Brewer, S. Dunn, C. Soulsby
A Comparison of Marginal Likelihood Computation Methods 111
C.S. Bos
A Hotelling Test Based on MCD 117
G. Willems, G. Pison, P.J. Rousseeuw, S. van Aelst
A Resampling Approach to Cluster Validation 123
V. Roth, M. Braun, J. Buhmann, T. Lange
A Selfdocumenting Programming Environment for Weighting 129
W. Grossmann, P. Ofner
A State Space Model for Non-Stationary Functional Data 135
M. Ortega-Moreno, M.J. Valderrama, J.C. Ruiz-Molina
A Wildlife Simulation Package (Wisp) 141
W. Zucchini, D. Borchers, M. Erdelmeier
Algorithmical and Computational Procedures for a Markov Model in Survival Analysis 147
J.E. Ruiz-Castro, R. Prez-Ocn, D. Montoro-Cazorla
An Algorithm for the Construction of Experimental Designs with Fixed and Random Blocks 153
P. GooS, A. N. Donev, M. Vandebroek
An Algorithm to Estimate Time Varying Parameter SURE Models under Different Type of Restrictions 159
S. Orbe, E. Ferreira, J.M. Rodrguez-Po
Analyzing Data with Robust Multivariate Methods and Diagnostic Plots 165
G. Pison, S. van Aelst
Application of "Aggregated Classifiers" in Survival Time Studies 171
A. Benner
Application of Hopfield-like Neural Networks to Nonlinear Factorization 177
D. Husek, A. Frolov, H. Rezankova, V. Snasel
Bagging Tree Classifiers for Glaucoma Diagnosis 183
T. Hothorn, L. Berthold
Bayesian Automatic Parameter Estimation of Threshold Autoregressive (TAR) Models using Markov Chain Monte Carlo 189
E. Amiri
Bayesian Semiparametric Seemingly Unrelated Regression 195
S. Lang, S.B. Adebayo, L. Fahrmeir
Blockmodeling Techniques for Web Mining 201
G. Schoier
Bootstrapping Threshold Autoregressive Models 207
J. hrvik, G. Schoier
Canonical Variates for Recursive Partitioning in Data Mining 213
C. Cappelli, C. Conversano
CAnoVa(c): a Software for Causal Modeling 219
0. Wthrich-Martone, C. Nachtigall, M. Mller, R. Steyer
Classification Based on the Support Vector Machine, Regression Depth, and Discriminant Analysis 225
A. Christmann, P. Fischer, T. Joachims
Clockwise Bivariate Boxplots 231
A. Corbellini
Combining Graphical Models and PCA for Statistical Process Control 237
R. Fried, U. Gather, M. Imhoff, M. Keller, V. Lanius
Comparing Two Partitions: Some Proposals and Experiments 243
G. Saporta, G. Youness
Comparison of Nested Simulated Annealing and Reactive Tabu Search for Efficient Experimental Designs with Correlated Data 249
N. Coombes, R. Payne, P. Lisboa
Computational Connections between Robust Multivariate Analysis and Clustering 255
D.M. Rocke, D.L. Woodruff
Computer Intensive Methods for Mixed-effects Models 261
J.A. Sanchez, J. Ocaa
Construction of T-optimum Designs for Multiresponse Dynamic Models 267
B. Boaacka. D. Ucinski
Data Compression and Selection of Variables, with Respect to Exact Inference 273
J. Luter, S Kropf
Data Extraction from Dense 3-D Surface Models 279
M. Bock, A. Bowman, J. Bowman, P. Siebert
Detection of Locally Stationary Segments in Time Series 285
U. Ligges, P. Hasse-Becker, C. Weihs
Detection of Outliers in Multivariate Data: A Method Based on Clustering and Robust Estimators 291
C.M. Santos-Pereira, A.M. Pires
Development of a Framework for Analyzing Process Monitoring Data with Applications to Semiconductor Manufacturing Process 297
Y.-H. Yoon, Y.-S. Kim, S.-J. Kim, B.-J. Yum
Different Ways to See a Tree - KLIMT 303
S. Urbanek
e-stat: A Web-based Learning Environment in Applied Statistics 309
E. Cramer, K. Cramer, U. Kamps
e-stat: Automatic Evaluation of Online Exercises 315
K. Bartels
e-stat: Basic Stochastic Finance at School Level 321
D. Pfeifer, C. Mohn
e-stat: Development of a Scenario for Statistics in Chemical Engineering 327
C. Weihs, M. Kappler
e-stat: Web-based Learning and Teaching of Statistics in Secondary Schools 333
C. Pahl, P. Lipinski, K. Reiss
EMILeA-stat: Structural and Didactic Aspects of Teaching Statistics through an Internet-based, Multi-medial Environment 339
U. Genschel, U. Gather, A. Busch
Evaluating the GPH Estimator via Bootstrap Technique 343
S. Golia
Evolutionary Algorithms with Competing Heuristics in Computational Statistics 349
J. Turdk, I. Kriv, L. Miik
Exact Nonparametrical Inference in R 355
T. Hothorn, K. Hornik
Exploring the Structure of Regression Surfaces by using SiZer Map for Additive Models 361
R. Raya Miranda, M.D. Martnez Miranda, A. Gonzlez Carmona
Fast and Robus Filtering of Time Series with Trends 367
R. Fried, U. Gather
Functional Principal Component Modelling of the Intensity of a Doubly Stochastic Poisson Process 373
P.R. Bouzas, A.M. Aguilera, N. Ruiz-Fuentes
Growing and Visualising Prediction Paths Trees in Market Basket Analysis 377
M. Aria, F. Mola, R. Siciliano
Improved Fitting of Constrained Multivariate Regression Models using Automatic Differentiation 383
T. Ringrose, S. Forth
Imputation of Continuous Variables Missing at Random using the Method of Simulated Scores 389
L. Neri, G. Calzolari
Induction of Association Rules: A priori Implementation 395
C. Borgelt, R. Kruse
Intelligent WBT: Specification and Architecture of the Distributed Multimedia e-Learning System e-STAT 401
C. Mbus, B. Albers, S. Hartmann, J. Zurborg
Interactive Exploratory Analysis of Spatio-Temporal Data 407
J. M. Dreesman
Interactive Graphics for Data Mining 413
D. Di Benedetto
Least Squares Reconstruction of Binary Images using Eigenvalue Optimization 419
S. Chrtien, F. Corset
Locally Adaptive Function Estimation for Categorical Regression Models 425
A. Jerak. S. Lana
Maneuvering Target Tracking by using Particle Filter Method with Model Switching Structure 431
N. Ikoma, T. Higuchi, H. Maeda
mathStatica: Mathematical Statistics with Mathematica 437
C. Rose, M.D. Smith
MCMC Model for Estimation Poverty Risk Factors using Household Budget Data 443
E. Krik, E.-M. Tiit, M. Vhi
MD*Book online & e-stat: Generating e-stat Modules from LaTeX 449
R. Witzel, S. Klinke
Missing Data Incremental Imputation through Tree Based Methods 455
C. Conversano, C. Cappelli
Missing Values Resampling for Time Series 461
A.M. Alonso, D. Pea, J. J. Romo
ModelBuilder - an Automated General-to-specific Modelling Tool 467
M. Kurcewicz
On the Use of Particle Filters for Bayesian Image Restoration 473
K. Nittono, T. Kamakura
Optimally Trained Regression Trees and Occam's Razor 479
P. Savick, J. Klaschka
Parallel Algorithms for Inference in Spatial Gaussian Models 485
M. Whiley, S.P. Wilson
Parameters Estimation of Block Mixture Models 491
M. Nadif, G. Govaert
Pattern Recognition of Time Series using Wavelets 497
E. A. Maharaj
Representing Knowledge in the Statistical System Jasp 503
I. Kobayashi, T. Fujiwara, Y. Yamamoto
Robust Estimation with Discrete Explanatory Variables 509
P. Cizek
Robust Principal Components Regression 515
S. Verboven, M. Hubert
Robust Time Series Analysis through the Forward Search 521
M. Riani, L. Grossi
Rough Sets and Association Rules - which is efficient? 527
D. Delic, H.-J. Lenz, M. Neiling
Skewness and Fat Tails in Discrete Choice Models 533
R. Capobianco
Standardized Partition Spaces 539
U. Sondhau, C. Weihs
StatDataML: An XML format for Statistical Data 545
D. Meyer, K. Hornik, T. Hothorn, F. Leisch
Statistical Computing on Web Browsers with the Dynamic Link Library 551
A. Takeuchi, C. Asano, M. Watanabe, H. Yadohisa, K. Yamaguchi
Statistical Inference for a Robust Measure of Multiple Correlation 557
C. Dehon, C. Croux
Statistical Software VASMM for Variable Selection in Multivariate Methods 563
M. Iizuka, Y. Mori, T. Tarumi, Y. Tanaka
Structural Equation Models for Finite Mixtures - Simulation Results and Empirical Applications 569
D. Temme, J. Williams, L. Hildebrandt
Sweave: Dynamic Generation of Statistical Reports using Literate Data Analysis 575
F. Leisch
Testing for Simplification in Spatial Models 581
L. Scaccia, R.J. Martin
The Forward Search 587
A. Atkinson
The MISSION Client: Navigating Ontology Information for Query Formulation and Publication in Distributed Statistical Information Systems 593
Y. Ri
Time Series Modelling using Mobile Communications and Broadband Internet 599
A. Prat
Unbiased Partial Spline Fitting under Autoregressive Errors 605
M. G. Schimek
Unobserved Heterogeneity in Store Choice Models 611
I.R. del Bosque, A. Surez-Vzquez, I. Moral-Arce, J.M. Rodriguez-Pdo.
Using the Forward Library in S-plus 617
K. Konis
Variance Stabilization and Robust Normalization for Microarray Gene Expression Data 623
A. von Heydebreck, W. Huber, A. Poustka, M. Vingron
Weights and Fragments 629
S. Morgenthaler
XQS/MD*Crypt as Means of Education and Computation 635
J. Feuerhake
Author's Index 641
Keyword Index 644
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