COMPSTAT 2006 - Proceedings in Computational Statistics

1. Front Matter

   Pages I-XXV

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2. Classification and Clustering

   1. Front Matter

      Pages 1-1

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   2. Issues of robustness and high dimensionality in cluster analysis

      • Kaye Basford, Geoff McLachlan, Richard Bean

      Pages 3-15

   3. Fuzzy K-medoids clustering models for fuzzy multivariate time trajectories

      • Renato Coppi, Pierpaolo D’Urso, Paolo Giordani

      Pages 17-29

   4. Bootstrap methods for measuring classification uncertainty in latent class analysis

      • José G. Dias, Jeroen K. Vermunt

      Pages 31-41

   5. A robust linear grouping algorithm

      • Greet Pison, Stefan Van Aelst, Ruben H. Zamar

      Pages 43-53

   6. Computing and using the deviance with classification trees

      • Gilbert Ritschard

      Pages 55-66

   7. Estimation procedures for the false discovery rate: a systematic comparison for microarray data

      • Michael G. Schimek, Tomáš Pavlík

      Pages 67-79

   8. A unifying model for biclustering

      • Iven Van Mechelen, Jan Schepers

      Pages 81-88

3. Image Analysis and Signal Processing

   1. Front Matter

      Pages 89-89

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   2. Non-rigid image registration using mutual information

      • Frederik Maes, Emiliano D’Agostino, Dirk Loeckx, Jeroen Wouters, Dirk Vandermeulen, Paul Suetens

      Pages 91-103

   3. Musical audio analysis using sparse representations

      • Mark D. Plumbley, Samer A. Abdallah, Thomas Blumensath, Maria G. Jafari, Andrew Nesbit, Emmanuel Vincent et al.

      Pages 105-117

   4. Robust correspondence recognition for computer vision

      • Radim Šára

      Pages 119-131

   5. Blind superresolution

      • Filip Šroubek, Gabriel Cristóbal, Jan Flusser

      Pages 133-145

   6. Analysis of Music Time Series

      • Claus Weihs, Uwe Ligges, Katrin Sommer

      Pages 147-159

4. Data Visualization

   1. Front Matter

      Pages 161-161

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   2. Tying up the loose ends in simple, multiple, joint correspondence analysis

      • Michael Greenacre

      Pages 163-185

   3. 3 dimensional parallel coordinates plot and its use for variable selection

      • Keisuke Honda, Junji Nakano

      Pages 187-195

   4. Geospatial distribution of alcohol-related violence in Northern Virginia

      • Yasmin H. Said, Edward J. Wegman

      Pages 197-207

   5. Visualization in comparative music research

      • Petri Toiviainen, Tuomas Eerola

      Pages 209-219

International Association for Statistical Computing The International Association for Statistical Computing (IASC) is a Section of the International Statistical Institute. The objectives of the Association are to foster world-wide interest in e?ective statistical computing and to - change technical knowledge through international contacts and meetings - tween statisticians, computing professionals, organizations, institutions, g- ernments and the general public. The IASC organises its own Conferences, IASC World Conferences, and COMPSTAT in Europe. The 17th Conference of ERS-IASC, the biennial meeting of European - gional Section of the IASC was held in Rome August 28 - September 1, 2006. This conference took place in Rome exactly 20 years after the 7th COMP- STAT symposium which was held in Rome, in 1986. Previous COMPSTAT conferences were held in: Vienna (Austria, 1974); West-Berlin (Germany, 1976); Leiden (The Netherlands, 1978); Edimbourgh (UK, 1980); Toulouse (France, 1982); Prague (Czechoslovakia, 1984); Rome (Italy, 1986); Copenhagen (Denmark, 1988); Dubrovnik (Yugoslavia, 1990); Neuchˆ atel (Switzerland, 1992); Vienna (Austria,1994); Barcelona (Spain, 1996);Bristol(UK,1998);Utrecht(TheNetherlands,2000);Berlin(Germany, 2002); Prague (Czech Republic, 2004).

• Cluster analysis
• Estimator
• Latent Class Analysis
• Linear discriminant analysis
• Parametric statistics
• Resampling
• Time series
• Truncated Data
• classification
• clustering
• data mining
• image analysis
• statistical software
• statistics

• University of Rome “La Sapienza”, Rome, Italy

  Alfredo Rizzi, Maurizio Vichi

Policies and ethics