COMPSTAT 2006 - Proceedings in Computational Statistics: 17th Symposium Held in Rome, Italy, 2006

Front Matter....Pages I-XXV
Front Matter....Pages 1-1
Issues of robustness and high dimensionality in cluster analysis....Pages 3-15
Fuzzy K -medoids clustering models for fuzzy multivariate time trajectories....Pages 17-29
Bootstrap methods for measuring classification uncertainty in latent class analysis....Pages 31-41
A robust linear grouping algorithm....Pages 43-53
Computing and using the deviance with classification trees....Pages 55-66
Estimation procedures for the false discovery rate: a systematic comparison for microarray data....Pages 67-79
A unifying model for biclustering....Pages 81-88
Front Matter....Pages 89-89
Non-rigid image registration using mutual information....Pages 91-103
Musical audio analysis using sparse representations....Pages 105-117
Robust correspondence recognition for computer vision....Pages 119-131
Blind superresolution....Pages 133-145
Analysis of Music Time Series....Pages 147-159
Front Matter....Pages 161-161
Tying up the loose ends in simple, multiple, joint correspondence analysis....Pages 163-185
3 dimensional parallel coordinates plot and its use for variable selection....Pages 187-195
Geospatial distribution of alcohol-related violence in Northern Virginia....Pages 197-207
Visualization in comparative music research....Pages 209-219
Exploratory modelling analysis: visualizing the value of variables....Pages 221-230
Density estimation from streaming data using wavelets....Pages 231-242
Front Matter....Pages 243-243
Reducing conservatism of exact small-sample methods of inference for discrete data....Pages 245-260
Symbolic data analysis: what is it?....Pages 261-269
Front Matter....Pages 243-243
A dimensional reduction method for ordinal three-way contingency table....Pages 271-283
Operator related to a data matrix: a survey....Pages 285-297
Factor interval data analysis and its application....Pages 299-312
Identifying excessively rounded or truncated data....Pages 313-323
Statistical inference and data mining: false discoveries control....Pages 325-336
Is ‘Which model . . .?’ the right question?....Pages 337-349
Use of latent class regression models with a random intercept to remove the effects of the overall response rating level....Pages 351-360
Discrete functional data analysis....Pages 361-369
Self organizing MAPS: understanding, measuring and reducing variability....Pages 371-382
Parameterization and estimation of path models for categorical data....Pages 383-394
Latent class model with two latent variables for analysis of count data....Pages 395-399
Front Matter....Pages 401-401
Challenges concerning web data mining....Pages 403-416
e-Learning statistics — a selective review....Pages 417-428
Quality assurance of web based e-Learning for statistical education....Pages 429-438
Front Matter....Pages 439-439
Genetic algorithms for building double threshold generalized autoregressive conditional heteroscedastic models of time series....Pages 441-452
Nonparametric evaluation of matching noise....Pages 453-460
Subset selection algorithm based on mutual information....Pages 461-470
Visiting near-optimal solutions using local search algorithms....Pages 471-481
The convergence of optimization based GARCH estimators: theory and application....Pages 483-494
The stochastics of threshold accepting: analysis of an application to the uniform design problem....Pages 495-503
Front Matter....Pages 505-505
Robust classification with categorical variables....Pages 507-519
Multiple group linear discriminant analysis: robustness and error rate....Pages 521-532
Back Matter....Pages 533-537