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Über dieses Buch

Proceedings of the 19th international symposium on computational statistics, held in Paris august 22-27, 2010.Together with 3 keynote talks, there were 14 invited sessions and more than 100 peer-reviewed contributed communications.

Inhaltsverzeichnis

Frontmatter

Keynote

Frontmatter

2010 | OriginalPaper | Buchkapitel

Complexity Questions in Non-Uniform Random Variate Generation

Luc Devroye

2010 | OriginalPaper | Buchkapitel

Computational Statistics Solutions for Molecular Biomedical Research: A Challenge and Chance for Both

Lutz Edler, Christina Wunder, Wiebke Werft, Axel Benner

2010 | OriginalPaper | Buchkapitel

The Laws of Coincidence

David J. Hand

ABC Methods for Genetic Data

Frontmatter

2010 | OriginalPaper | Buchkapitel

Choosing the Summary Statistics and the Acceptance Rate in Approximate Bayesian Computation

Michael G.B. Blum

2010 | OriginalPaper | Buchkapitel

Integrating Approximate Bayesian Computation with Complex Agent-Based Models for Cancer Research

Andrea Sottoriva, Simon Tavaré

Algorithms for Robust Statistics

Frontmatter

2010 | OriginalPaper | Buchkapitel

Robust Model Selection with LARS Based on S-estimators

Claudio Agostinelli, Matias Salibian-Barrera

2010 | OriginalPaper | Buchkapitel

Robust Methods for Compositional Data

Peter Filzmoser, Karel Hron

2010 | OriginalPaper | Buchkapitel

Detecting Multivariate Outliers Using Projection Pursuit with Particle Swarm Optimization

Anne Ruiz-Gazen, Souad Larabi Marie-Sainte, Alain Berro

Brain Imaging

Frontmatter

2010 | OriginalPaper | Buchkapitel

Imaging Genetics: Bio-Informatics and Bio-Statistics Challenges

Jean-Baptiste Poline, Christophe Lalanne, Arthur Tenenhaus, Edouard Duchesnay, Bertrand Thirion, Vincent Frouin

2010 | OriginalPaper | Buchkapitel

The NPAIRS Computational Statistics Framework for Data Analysis in Neuroimaging

Stephen Strother, Anita Oder, Robyn Spring, Cheryl Grady

Computational Econometrics

Frontmatter

2010 | OriginalPaper | Buchkapitel

Bootstrap Prediction in Unobserved Component Models

Alejandro F. Rodríguez, Esther Ruiz

Computer-Intensive Actuarial Methods

Frontmatter

2010 | OriginalPaper | Buchkapitel

A Numerical Approach to Ruin Models with Excess of Loss Reinsurance and Reinstatements *

Hansjörg Albrecher, Sandra Haas

2010 | OriginalPaper | Buchkapitel

Computation of the Aggregate Claim Amount Distribution Using R and Actuar

Vincent Goulet

2010 | OriginalPaper | Buchkapitel

Applications of Multilevel Structured Additive Regression Models to Insurance Data

Stefan Lang, Nikolaus Umlauf

Data Stream Mining

Frontmatter

2010 | OriginalPaper | Buchkapitel

Temporally-Adaptive Linear Classification for Handling Population Drift in Credit Scoring

Niall M. Adams, Dimitris K. Tasoulis, Christoforos Anagnostopoulos, David J. Hand

2010 | OriginalPaper | Buchkapitel

Large-Scale Machine Learning with Stochastic Gradient Descent

Léon Bottou

Functional Data Analysis

Frontmatter

2010 | OriginalPaper | Buchkapitel

Anticipated and Adaptive Prediction in Functional Discriminant Analysis

Cristian Preda, Gilbert Saporta, Mohamed Hadj Mbarek

2010 | OriginalPaper | Buchkapitel

Bootstrap Calibration in Functional Linear Regression Models with Applications

Wenceslao González-Manteiga, Adela Martínez-Calvo

2010 | OriginalPaper | Buchkapitel

Empirical Dynamics and Functional Data Analysis

Hans-Georg Müller

Kernel Methods

Frontmatter

2010 | OriginalPaper | Buchkapitel

Indefinite Kernel Discriminant Analysis

Bernard Haasdonk, Elżbieta Pȩkalska

2010 | OriginalPaper | Buchkapitel

Data Dependent Priors in PAC-Bayes Bounds

John Shawe-Taylor, Emilio Parrado-Hernández, Amiran Ambroladze

Monte Carlo Methods in System Safety, Reliability and Risk Analysis

Frontmatter

2010 | OriginalPaper | Buchkapitel

Some Algorithms to Fit some Reliability Mixture Models under Censoring

Laurent Bordes, Didier Chauveau

2010 | OriginalPaper | Buchkapitel

Computational and Monte-Carlo Aspects of Systems for Monitoring Reliability Data

Emmanuel Yashchin

Optimization Heuristics in Statistical Modelling

Frontmatter

2010 | OriginalPaper | Buchkapitel

Evolutionary Computation for Modelling and Optimization in Finance

Sandra Paterlini

Spatial Statistics / Spatial Epidemiology

Frontmatter

2010 | OriginalPaper | Buchkapitel

Examining the Association between Deprivation Profiles and Air Pollution in Greater London using Bayesian Dirichlet Process Mixture Models

John Molitor, Léa Fortunato, Nuoo-Ting Molitor, Sylvia Richardson

2010 | OriginalPaper | Buchkapitel

Assessing the Association between Environmental Exposures and Human Health

Linda J. Young, Carol A. Gotway, Kenneth K. Lopiano, Greg Kearney, Chris DuClos

ARS Session (Financial) Time Series

Frontmatter

2010 | OriginalPaper | Buchkapitel

Semiparametric Seasonal Cointegrating Rank Selection

Byeongchan Seong, Sung K. Ahn, Sinsup Cho

2010 | OriginalPaper | Buchkapitel

Estimating Factor Models for Multivariate Volatilities: An Innovation Expansion Method

Jiazhu Pan, Wolfgang Polonik, Qiwei Yao

2010 | OriginalPaper | Buchkapitel

Multivariate Stochastic Volatility Model with Cross Leverage

Tsunehiro Ishihara, Yasuhiro Omori

KDD Session: Topological Learning

Frontmatter

2010 | OriginalPaper | Buchkapitel

Bag of Pursuits and Neural Gas for Improved Sparse Coding

Kai Labusch, Erhardt Barth, Thomas Martinetz

2010 | OriginalPaper | Buchkapitel

On the Role and Impact of the Metaparameters in t-distributed Stochastic Neighbor Embedding

John A. Lee, Michel Verleysen

IFCS Session: New Developments in Two or Highermode Clustering; Model Based Clustering and Reduction for High Dimensional Data

Frontmatter

2010 | OriginalPaper | Buchkapitel

Multiple Nested Reductions of Single Data Modes as a Tool to Deal with Large Data Sets

Iven Van Mechelen, Katrijn Van Deun

2010 | OriginalPaper | Buchkapitel

The Generic Subspace Clustering Model

Marieke E. Timmerman, Eva Ceulemans

2010 | OriginalPaper | Buchkapitel

Clustering Discrete Choice Data

Donatella Vicari, Marco Alfò

Selected Contributed Papers

Frontmatter

2010 | OriginalPaper | Buchkapitel

Application of Local Influence Diagnostics to the Buckley-James Model

Nazrina Aziz, Dong Qian Wang

2010 | OriginalPaper | Buchkapitel

Multiblock Method for Categorical Variables. Application to the Study of Antibiotic Resistance

Stéphanie Bougeard, El Mostafa Qannari, Claire Chauvin

2010 | OriginalPaper | Buchkapitel

A Flexible IRT Model for Health Questionnaire: an Application to HRQoL

Serena Broccoli, Giulia Cavrini

2010 | OriginalPaper | Buchkapitel

Multidimensional Exploratory Analysis of a Structural Model Using a Class of Generalized Covariance Criteria

Xavier Bry, Thomas Verron, Patrick Redont

2010 | OriginalPaper | Buchkapitel

Semiparametric Models with Functional Responses in a Model Assisted Survey Sampling Setting : Model Assisted Estimation of Electricity Consumption Curves

Hervé Cardot, Alain Dessertaine, Etienne Josserand

2010 | OriginalPaper | Buchkapitel

Stochastic Approximation for Multivariate and Functional Median

Hervé Cardot, Peggy Cénac, Mohamed Chaouch

2010 | OriginalPaper | Buchkapitel

A Markov Switching Re-evaluation of Event-Study Methodology

Rosella Castellano, Luisa Scaccia

2010 | OriginalPaper | Buchkapitel

Evaluation of DNA Mixtures Accounting for Sampling Variability

Yuk-Ka Chung, Yue-Qing Hu, De-Gang Zhu, Wing K. Fung

2010 | OriginalPaper | Buchkapitel

Monotone Graphical Multivariate Markov Chains

Roberto Colombi, Sabrina Giordano

2010 | OriginalPaper | Buchkapitel

Using Observed Functional Data to Simulate a Stochastic Process via a Random Multiplicative Cascade Model

G. Damiana Costanzo, S. De Bartolo, F. Dell’Accio, G. Trombetta

2010 | OriginalPaper | Buchkapitel

A Clusterwise Center and Range Regression Model for Interval-Valued Data

Francisco de A.T. de Carvalho, Gilbert Saporta, Danilo N. Queiroz

2010 | OriginalPaper | Buchkapitel

Contributions to Bayesian Structural Equation Modeling

Séverine Demeyer, Nicolas Fischer, Gilbert Saporta

2010 | OriginalPaper | Buchkapitel

Some Examples of Statistical Computing in France During the 19th Century

Antoine de Falguerolles

2010 | OriginalPaper | Buchkapitel

Imputation by Gaussian Copula Model with an Application to Incomplete Customer Satisfaction Data

Meelis Käärik, Ene Käärik

2010 | OriginalPaper | Buchkapitel

On Multiple-Case Diagnostics in Linear Subspace Method

Kuniyoshi Hayashi, Hiroyuki Minami, Masahiro Mizuta

2010 | OriginalPaper | Buchkapitel

Fourier Methods for Sequential Change Point Analysis in Autoregressive Models

Marie Hušková, Claudia Kirch, Simos G. Meintanis

2010 | OriginalPaper | Buchkapitel

Computational Treatment of the Error Distribution in Nonparametric Regression with Right-Censored and Selection-Biased Data

Géraldine Laurent, Cédric Heuchenne

2010 | OriginalPaper | Buchkapitel

Mixtures of Weighted Distance-Based Models for Ranking Data

Paul H. Lee, Philip L. H. Yu

2010 | OriginalPaper | Buchkapitel

Fourier Analysis and Swarm Intelligence for Stochastic Optimization of Discrete Functions

Jin Rou New, Eldin Wee Chuan Lim

2010 | OriginalPaper | Buchkapitel

Global Hypothesis Test to Simultaneously Compare the Predictive Values of Two Binary Diagnostic Tests in Paired Designs: a Simulation Study

J. A. Roldán Nofuentes, J. D. Luna del Castillo, M. A. Montero Alonso

2010 | OriginalPaper | Buchkapitel

Modeling Operational Risk: Estimation and Effects of Dependencies

Stefan Mittnik, Sandra Paterlini, Tina Yener

2010 | OriginalPaper | Buchkapitel

Learning Hierarchical Bayesian Networks for Genome-Wide Association Studies

Raphaël Mourad, Christine Sinoquet, Philippe Leray

2010 | OriginalPaper | Buchkapitel

Exact Posterior Distributions over the Segmentation Space and Model Selection for Multiple Change-Point Detection Problems

G. Rigaill, E. Lebarbier, S. Robin

2010 | OriginalPaper | Buchkapitel

Parcellation Schemes and Statistical Tests to Detect Active Regions on the Cortical Surface

Bertrand Thirion, Alan Tucholka, Jean-Baptiste Poline

2010 | OriginalPaper | Buchkapitel

Robust Principal Component Analysis Based on Pairwise Correlation Estimators

Stefan Van Aelst, Ellen Vandervieren, Gert Willems

2010 | OriginalPaper | Buchkapitel

Ordinary Least Squares for Histogram Data Based on Wasserstein Distance

Rosanna Verde, Antonio Irpino

2010 | OriginalPaper | Buchkapitel

DetMCD in a Calibration Framework

Tim Verdonck, Mia Hubert, Peter J. Rousseeuw

2010 | OriginalPaper | Buchkapitel

Separable Two-Dimensional Linear Discriminant Analysis

Jianhua Zhao, Philip L.H. Yu, Shulan Li

2010 | OriginalPaper | Buchkapitel

List of Supplementary Contributed and Invited Papers Only Available on springerlink.com

Yves Lechevallier, Gilbert Saporta

Backmatter

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