14h-16h Monday, August 23
CP1 : 14h-16h Monday, August 23
Algorithm for
Robust Statistics & Robustness
Chairperson : Anne Ruiz-Gazen Room : Paul Painlevé
51
Robust Principal Component Analysis Based on Pairwise Correlation Estimators
Stefan Van Aelst , Ellen Vandervieren , Gert Willems
230
DetMCD in a Calibration Framework
Tim Verdonck, Mia Hubert, Peter J. Rousseeuw
79
Diagnostic Checking of Multivariate Normality Under Contamination
Andrea Cerioli
116
Regularized Directions of Maximal Outlyingness
Michiel Debruyne
88
Two Kurtosis Measures in a Simulation Study
Anna Maria Fiori
150
Empirical Composite Likelihoods
Nicola Lunardon , Francesco Pauli , Laura Ventura
CP2 : 14h-16h Monday, August 23
Categorical Data Analysis
Chairperson : Donatella Vicari Room : Abbé Grégoire
40
Mixtures of Weighted Distance-Based Models for Ranking Data
Paul H. Lee, Philip L. H. Yu
56
Data Clustering with Mixed Type Variables and Cluster Determination
Hana Rezankova, Dusan Husek , Tomas Loster
57
Multiblock Method for Categorical Variables
Stephanie Bougeard, El Mostafa Qannari, Claire Chauvin
103
Boolean Factor Analysis by the Expectation-Maximization Algorithm
Alexander A. Frolov , Pavel, Y. Polyakov , Dusan Husek
124
Statistical Inference on Large Contingency Tables: Convergence, Testability, Stability
Marianna Bolla
228
How to Take into Account the Discrete Parameters in the BIC Criterion?
Vincent Vandewalle
CP3 : 14h-16h Monday, August 23
Computational Bayesian Methods
Chairperson : Michael Blum Room : Robert Faure
81
Bayesian Flexible Modelling of Mixed Logit Models
Luisa Scaccia, Edoardo Marcucci
92
Determining the Direction of the Path Using a Bayesian Semiparametric Model
Kei Miyazaki, Takahiro Hoshino, , Kazuo Shigemasu
97
Metropolis-Hastings Algorithm for Mixture Model and its Weak Convergence
Kengo Kamatani
165
A Simulation Study of the Bayes Estimator of Parameters in an Extension of the Exponential Distribution
Samira Sadeghi
205
Pseudo-Bayes Factors
Stefano Cabras, Walter Racugno, Laura Ventura
288
Contributions to Bayesian Structural Equation Modeling
Severine Demeyer, Nicolas Fischer, Gilbert Saporta
CP4 : 14h-16h Monday, August 23
Multivariate
Data Analysis 1
Chairperson : Wenceslao Gonzalez-Manteiga Room : Jean-Baptiste Say
37
Nonlinear Regression Model of Copper Bromide Laser Generation
Snezhana Georgieva Gocheva-Ilieva, Iliycho Petkov Iliev
188
On Multiple-Case Diagnostics in Linear Subspace Method
Kuniyoshi Hayashi, Hiroyuki Minami, Masahiro Mizuta
67
``Made in Italy'' Firms Competitiveness: A Multilevel Longitudinal Model on Export Performance
Matilde Bini, Margherita Velucchi
127
A Fast Parsimonious Maximum Likelihood Approach for Predicting Outcome
Variables from a Large Number of Predictors
Jay Magidson
128
Multidimensional Exploratory Analysis of a Structural Model Using a Class of Generalized Covariance Criteria
Xavier Bry, Thomas Verron, Patrick Redont
281
Boosting a Generalised Poisson Hurdle Model
Vera Hofer
CP5 : 14h-16h Monday, August 23
Time Series Analysis & Signal Processing 1
Chairperson : Marc Paolella
Room : Jean Prouvé
46
Quasi-Maximum Likelihood Estimators for Threshold ARMA Models: Theoretical Results and Computational Issues
Marcella Niglio, Cosimo Damiano Vitale
166
Continuous Wavelet Transform and the Annual Cycle in Temperature and the of Deaths
Milan Basta, Josef Arlt, Marketa Arltova, Karel Helman
195
Empirical Mode Decomposition for Trend Extraction. Application to Electrical Data
Farouk Mhamdi, Meriem Jaidane-Saidane, Jean-Michel Poggi
209
Comparing Two Approaches to Testing Linearity against Markov-switching Type Non-linearity
Jana Lencuchova, Anna Petrickova, Magdalena Komornikova
248
Polynomial Methods in Time Series Analysis
Felix Aparicio-Perez
16h30-18h30 Monday, August 23
CP6 : 16h30-18h30 Monday, August 23
Biostatistics & Bio-Computing 2
Chairperson : Jean-Baptiste Poline Room : Paul Painlevé
90
Evaluation of DNA Mixtures Accounting for Sampling Variability
Yuk-Ka Chung, Yue-Qing Hu, De-Gang Zhu, Wing K. Fung
104
Variable Selection and Parameter Tuning in High-Dimensional Prediction
Christoph Bernau, Anne-Laure Boulesteix
126
Learning Hierarchical Bayesian Networks for Genome-Wide Association Studies
Raphael Mourad, Christine Sinoquet, Philippe Leray
242
Differentiation Tests for the Mean Shape and the Mean Variance of Renal Tumours appearing in early Childhood
Stefan Markus Giebel, Jens-Peter Schenk , Jang Schiltz
75
On the Correlated Gamma Frailty Model for Bivariate Current Status Data
Niel Hens, Andreas Wienke
254
Posterior Distribution over the Segmentation Space
G. Rigaill, E. Lebarbier, S. Robin
215
A Bootstrap Method to Improve Brain Subcortical Network Segregation in Resting-State FMRI Data
Caroline Malherbe, Eric Bardinet, Arnaud Messe, Vincent Perlbarg, Guillaume Marrelec, Melanie Pelegrini-Issac, Jerome Yelnik, Stephane Lehericy, Habib Benali
CP7 : 16h30-18h30 Monday, August 23
Clustering & Classification 1
Chairperson : Marieke Timmermann Room : Abbé Grégoire
35
Clustering of Multiple Dissimilarity Data Tables for Documents Categorization
Yves Lechevallier, Francisco de A. T. de Carvalho, Thierry Despeyroux, Filipe M. de Melo
76
Improving Overlapping Clusters obtained by a Pyramidal Clustering
Edwin Diday, Francisco de A. T. de Carvalho, Luciano D.S. Pacifico
191
A Cluster-Target Similarity Based Principal Component Analysis for Interval-Valued Data
Mika Sato-Ilic
211
Cutting the Dendrogram through Permutation Tests
Dario Bruzzese, Domenico Vistocco
258
Unsupervised Recall and Precision Measures: a Step towards New Efficient Clustering Quality Indexes
Jean-Charles Lamirel, Maha Ghribi, Pascal Cuxac
59
Two-way Classification of a Table with non-negative entries: Validation
of an Approach based on Correspondence Analysis and Information
Criteria
Antonio Ciampi, Alina Dyachenko, Yves Lechevallier
277
Half-Taxi Metric in Compositional Data Geometry Rcomp
Katarina Kosmelj, Vesna Zabkar
CP8 : 16h30-18h30 Monday, August 23
Functional Data Analysis
Chairperson : Cristian Preda Room : Robert Faure
47
Semiparametric Models with Functional Responses in a Model Assisted
Survey Sampling Setting : Model Assisted Estimation of Electricity
Consumption Curves
Herve Cardot, Alain Dessertaine, Etienne Josserand
99
EOFs for Gap Filling in Multivariate Air Quality data: a FDA Approach
Mariantonietta Ruggieri, Francesca Di Salvo, Antonella Plaia, Gianna Agro
160
Clustering Functional Data Using Wavelets
Anestis Antoniadis, Xavier Brossat, Jairo Cugliari, Jean-Michel Poggi
161
Forecasting a Compound Cox Process by means of PCP
Paula R. Bouzas, Nuria Ruiz-Fuentes, Juan Eloy Ruiz-Castro
268
Stochastic Approximation for Multivariate and Functional Median
Herve Cardot, Peggy Cenac, Mohamed Chaouch
144
Different P-spline Approaches for Smoothed Functional Principal Component Analysis
Ana M. Aguilera, M. Carmen Aguilera-Morillo, Manuel Escabias , Mariano J. Valderrama
257
Score Moment Estimators
Zdenek Fabian
CP9 : 16h30-18h30 Monday, August 23
Multivariate Data Analysis 2
Chairperson : Hans-Georg Muller Room : Jean-Baptiste Say
53
The Set of 3x4 4x4 Contingency Tables has 3-Neighborhood Property
Toshio Sumi, Toshio Sakata
105
On Aspects of Quality Indexes for Scoring Models
Martin Rezac, Jan Kolacek
159
A Generative Model for Rank Data Based on Sorting Algorithm
Christophe Biernacki , Julien Jacques
236
Slimming Down a High-Dimensional Binary Datatable: relevant Eigen-Subspace and Substantial Content
Alain Lelu
276
Data Mining and Multiple Correspondence Analysis via Polynomial Transformations
Rosaria Lombardo
101
Structural Modelling of Nonlinear Exposure-Response Relationships for Longitudinal Data
Xiaoshu Lu , Esa-Pekka Takala
CP10 : 16h30-18h30 Monday, August 23
Time Series Analysis & Signal Processing 2
Chairperson : Jiazhu Pan Room : Jean Prouvé
49
Depth Based Procedures for Estimation ARMA and GARCH Models
Daniel Kosiorowski
117
Visualizing and Forecasting Complex Time Series: Beanplot Time Series
Carlo Drago, Germana Scepi
206
The Financial Crisis of 2008: Modelling the Transmission Mechanism Between the Markets
M. Pilar MunozMaria Dolores Marquez, Helena Chulia
217
Modeling and Forecasting Electricity Prices and their Volatilities by
Conditionally Heteroskedastic Seasonal Dynamic Factor
Analysis
Carolina Garcia-Martos, Julio Rodriguez, Maria Jesus Sanchez
265
Estimation and Detection of Outliers and Patches in Nonlinear Time Series Models
Ping Chen
222
Wavelet-PLS Regression: Application to Oil Production Data
Salwa Benammou, Kacem Zied, Hedi Kortas, Dhifaoui Zouhaier
91
Test of Mean Difference for Longitudinal Data Using Circular Block Bootstrap
Hirohito Sakurai , Masaaki Taguri
11h-12h30 Tuesday, August 24
CP11 : 11h-12h30 Tuesday, August 24
Biostatistics & Bio-Computing 1
Chairperson : Stephen Strother Room : Paul Painlevé
38
Comprehensive Assessment on Hierarchical Structures of DNA markers Using Echelon Analysis
Makoto Tomita, Koji Kurihara
133
Analysis of Breath Alcohol Measurements Using Compartmental and Generalized Linear Models
Chi Ting Yang, Wing Kam Fung, Thomas Wai Ming Tam
203
A Flexible IRT Model for Health Questionnaire: an Application to HRQoL
Serena Broccoli , Giulia Cavrini
251
Socioeconomic Factors in Circulatory System Mortality in Europe: A Multilevel Analysis of Twenty Countries
Sara Balduzzi , Lucio Balzani , Matteo Di Maso , Chiara Lambertini , Elena Toschi
278
Time-Varying Coefficient Model with Linear Smoothing Function for Longitudinal Data in Clinical Trial
Masanori Ito, Toshihiro Misumi, Hideki Hirooka
CP12 : 11h-12h30 Tuesday, August 24
Clustering & Classification 2
Chairperson : Léon Bottou Room : Abbé Grégoire
61
Selecting Variables in Two-Group Robust Linear Discriminant Analysis
Stefan Van Aelst , Gert Willems
135
Separable Two-Dimensional Linear Discriminant Analysis
Jianhua Zhao, Philip L.H. Yu, Shulan Li
154
Fast and Robust Classifiers Adjusted for Skewness
Mia Hubert, Stephan Van der Veeken
213
A New Approach to Robust Clustering in Rp
Catherine Dehon, Kaveh Vakili
196
Sparse Bayesian Hierarchical Model for Clustering Problems
Heng Lian
CP13 : 11h-12h30 Tuesday, August 24
Nonparametric Statistics & Smoothing
Chairperson : Ali Gannoun Room : Robert Faure
65
Censored Survival Data: Simulation and Kernel Estimates
Jiri Zelinka
73
EM-Like Algorithms for Nonparametric Estimation in Multivariate Mixtures
Tatiana Benaglia, Didier Chauveau, David R. Hunter
118
Longitudinal Data Analysis Based on Ranks and its Performance
Takashi Nagakubo, Masashi Goto
210
Computational Treatment of the Error Distribution in Nonparametric
Regression with Right-Censored and Selection-Biased
Data
Geraldine Laurent, Cedric Heuchenne
256
Local or Global Smoothing? A Bandwidth Selector for Dependent Data
Francesco Giordano, Maria Lucia Parrella
CP14 : 11h-12h30 Tuesday, August 24
Optimization heuristics in Statistical Modelling
Chairperson : Irene Poli Room : Jean-Baptiste Say
41
On Computationally Complex Instances of the c-optimal Experimental
Design Problem: Breaking RSA-based Cryptography via c-optimal
Designs
Michal Cerny, Milan Hladik, Veronika Skocdopolova
123
Fourier Analysis and Swarm Intelligence for Stochastic Optimization of Discrete Functions
Jin Rou New, Eldin Wee Chuan Lim
180
Sub-Quadratic Markov Tree Mixture Models for Probability Density Estimation
Sourour Ammar, Philippe Leray, Louis Wehenkel
293
Evolutionary Stochastic Portfolio Optimization and Probabilistic Constraints
Ronald Hochreiter
14h-16h
Tuesday, August 24
CP15 : 14h-16h Tuesday, August 24
Multivariate Data Analysis 3
Chairperson : Stefan Lang Room :
Abbé Grégoire
45
Application of Local Influence Diagnostics to the Buckley-James Model
Nazrina Aziz, Dong Qian Wang
82
Imputation by Gaussian Copula Model with an Application to Incomplete Customer Satisfaction Data
Meelis Kaarik, Ene Kaarik
139
The Evaluation of Non-centred Orthant Probabilities for Singular Multivariate Normal Distributions
Tetsuhisa Miwa
152
On the use of Weighted Regression in Conjoint Analysis
Salwa Benammou, Besma Souissi, Gilbert Saporta
219
A Case Study of Bank Branch Performance Using Linear Mixed Models
Peggy Ng, Claudia Czado, Eike Christian Brechmann, Jon Kerr
CP16 : 14h-15h Tuesday, August 24
Data Visualization
Chairperson : Iven van Mechelen Room : Paul Painlevé
44
Visualizing the Sampling Variability of Plots
Rajiv S. Menjoge, Roy E. Welsch
110
Visualisation of Large Sized Data Sets : Constraints and Improvements for Graph Design
Jean-Paul Valois
235
Visualization Techniques for the Integration of Rank Data
Michael G. Schimek, Eva Budinska
CP17 : 15h-16h Tuesday, August 24
Sampling Methods
Chairperson : Iven van Mechelen Room : Paul Painlevé
98
Dealing with Nonresponse in Survey Sampling: an Item Response Modeling Approach
Alina Matei
119
Using Auxiliary Information Under a Generic Sampling Design
Giancarlo Diana, Pier Francesco Perri
143
Estimating Population Proportions in Presence of Missing Data
Encarnacion Alvarez-Verdejo, Antonio Arcos , Silvia Gonzalez, Juan Francisco Munoz, Maria Rueda
CP18 : 14h-16h Tuesday, August 24
Spatial Statistics
Chairperson : John Molitor Room : Robert Faure
63
Application of a Bayesian Approach for Analysing Disease Mapping Data:
Modelling Spatially Correlated Small Area Counts
Mohammadreza Mohebbi, Rory Wolfe
58
A Mann-Whitney Spatial Scan Statistic for Continuous Data
Lionel Cucala
89
Detection of Spatial Cluster for Suicide Data using Echelon Analysis
Fumio Ishioka, Makoto Tomita, Toshiharu Fujita
136
A Comparison between Two Computing Methods for an Empirical Variogram in Geostatistical Data
Takafumi Kubota, Tomoyuki Tarumi
CP19 : 14h-16h Tuesday, August 24
Time Series Analysis & Signal Processing 3
Chairperson : Yasuhiro Omori Room : Jean-Baptiste Say
121
Monotone Graphical Multivariate Markov Chains
Roberto Colombi, Sabrina Giordano
125
An Exploratory Segmentation Method for Time Series
Christian Derquenne
151
Multiple Change Point Detection by Sparse Parameter Estimation
Jiri Neubauer, Vitezslav Vesely
163
M-estimation in INARCH Models with a Special Focus on Small Means
Hanan El-Saied, Roland Fried
185
Rplugin.Econometrics: R-GUI for Teaching Time Series Analysis
Dedi Rosadi
273
Fourier Methods for Sequential Change Point Analysis in Autoregressive Models
Marie Huskova, Claudia Kirch, Simos G. Meintanis
16h00-18h00 Thursday, August 26
CP20 : 16h00-18h00 Thursday, August 26
Computational Econometrics
Chairperson : Cathy Chen Room : Paul Painlevé
102
Yield Curve Predictability, Regimes, and Macroeconomic Information: A Data-Driven Approach
Francesco Audrino, Kameliya Filipova
120
Performance Assessment of Optimal Allocation for Large Portfolios
Fabrizio Laurini, Luigi Grossi
43
Some Examples of Statistical Computing in France During the 19th Century
Antoine de Falguerolles
233
Modeling Operational Risk: Estimation and Effects of Dependencies
Stefan Mittnik , Sandra Paterlini , Tina Yener
259
Influence of the Calibration Weights on Results Obtained from Czech SILC Data
Jitka Bartosova, Vladislav Bina
167
A Markov Switching Re-evaluation of Event-Study Methodology
Rosella Castellano, Luisa Scaccia
CP21 : 16h00-18h00 Thursday, August 26
Machine Learning
Chairperson : John Shawe-Taylor Room : Abbé Grégoire
94
Neural Network Approach for Histopathological Diagnosis of Breast Diseases with Images
Yuichi Ishibashi, Atsuko Hara, Isao Okayasu, Koji Kurihara
227
Variable Inclusion and Shrinkage Algorithm in High Dimension
Abdallah Mkhadri , Mohamed Ouhourane
240
Support Vector Machines for Large Scale Text Mining in R
Ingo Feinerer, Alexandros Karatzoglou
267
Random Forests Based Feature Selection for Decoding fMRI Data
Robin Genuer, Vincent Michel, Evelyn Eger, Bertrand Thirion
286
Peak Detection in Mass Spectrometry Data Using Sparse Coding
Theodore Alexandrov, Klaus Steinhorst, Oliver Keszocze, Stefan Schiffler
48
Adaptive Mixture Discriminant Analysis for Supervised Learning with Unobserved Classes
Charles Bouveyron
CP22 : 16h00-18h00 Thursday, August 26
Numerical Methods
Chairperson : Jaromir Antoch Room : Robert Faure
95
Improvement of Acceleration of the ALS Algorithm Using the Vector e Algorithm
Masahiro Kuroda, Yuchi Mori, Masaya Iizuka, Michio Sakakihara
106
Numerical Methods for some Classes of Matrices with Applications to Statistics and Optimization
Juan M. Pena
137
Fisher Scoring for Some Univariate Discrete Distributions
Thomas W. Yee
147
Numerical Error Analysis for Statistical Software on Multi-Core Systems
Wenbin Li , Sven Simon
232
Computational Statistics: the Symbolic Approach
Colin Rose
192
Quantile Regression for Group Effect Analysis
Cristina Davino, Domenico Vistocco
CP23 : 16h00-18h00 Thursday, August 26
Symbolic Data Analysis
Chairperson : Paula Brito Room : Jean-Baptiste Say
69
Ordinary Least Squares for Histogram Data Based on Wasserstein Distance
Rosanna Verde , Antonio Irpino
77
A Clusterwise Center and Range Regression Model for Interval-Valued Data
Francisco de A. T. de Carvalho, Gilbert Saporta, Danilo N. Queiroz
85
A Decision Tree for Symbolic Data
Djamal Seck, Lynne Billard, Edwin Diday, Filipe Afonso
132
Data Management in Symbolic Data Analysis
Teh Amouh, Monique Noirhomme-Fraiture, Benoit Macq
175
Non-Hierarchical Clustering for Distribution-Valued Data
Yoshikazu Terada, Hiroshi Yadohisa
189
Symbolic Data Analysis of Complex Data: Application to nuclear power plant
Filipe Afonso, Edwin Diday, Norbert Badez, Yves Genest
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