Table of Contents

• Complexity Questions in Non-Uniform Random Variate GenerationLuc Devroye. 3-18 [doi]
• Computational Statistics Solutions for Molecular Biomedical Research: A Challenge and Chance for BothLutz Edler, Christina Wunder, Wiebke Werft, Axel Benner. 19-32 [doi]
• The Laws of CoincidenceDavid J. Hand. 33-43 [doi]
• Choosing the Summary Statistics and the Acceptance Rate in Approximate Bayesian ComputationMichael G. B. Blum. 47-56 [doi]
• Integrating Approximate Bayesian Computation with Complex Agent-Based Models for Cancer ResearchAndrea Sottoriva, Simon Tavaré. 57-66 [doi]
• Robust Model Selection with LARS Based on S-estimatorsClaudio Agostinelli, Matias Salibian-Barrera. 69-78 [doi]
• Robust Methods for Compositional DataPeter Filzmoser, Karel Hron. 79-88 [doi]
• Detecting Multivariate Outliers Using Projection Pursuit with Particle Swarm OptimizationAnne Ruiz-Gazen, Souad Larabi Marie-Sainte, Alain Berro. 89-98 [doi]
• Imaging Genetics: Bio-Informatics and Bio-Statistics ChallengesJean-Baptiste Poline, Christophe Lalanne, Arthur Tenenhaus, Edouard Duchesnay, Bertrand Thirion, Vincent Frouin. 101-110 [doi]
• The NPAIRS Computational Statistics Framework for Data Analysis in NeuroimagingStephen C. Strother, Anita Oder, Robyn Spring, Cheryl L. Grady. 111-120 [doi]
• Bootstrap Prediction in Unobserved Component ModelsAlejandro F. Rodríguez, Esther Ruiz. 123-131 [doi]
• A Numerical Approach to Ruin Models with Excess of Loss Reinsurance and ReinstatementsHansjörg Albrecher, Sandra Haas. 135-144 [doi]
• Computation of the Aggregate Claim Amount Distribution Using R and ActuarVincent Goulet. 145-154 [doi]
• Applications of Multilevel Structured Additive Regression Models to Insurance DataStefan Lang 0003, Nikolaus Umlauf. 155-164 [doi]
• Temporally-Adaptive Linear Classification for Handling Population Drift in Credit ScoringNiall M. Adams, Dimitris K. Tasoulis, Christoforos Anagnostopoulos, David J. Hand. 167-176 [doi]
• Large-Scale Machine Learning with Stochastic Gradient DescentLéon Bottou. 177-186 [doi]
• Anticipated and Adaptive Prediction in Functional Discriminant AnalysisCristian Preda, Gilbert Saporta, Mohamed Hadj Mbarek. 189-198 [doi]
• Bootstrap Calibration in Functional Linear Regression Models with ApplicationsWenceslao González-Manteiga, Adela Martínez-Calvo. 199-207 [doi]
• Empirical Dynamics and Functional Data AnalysisHans-Georg Müller. 209-218 [doi]
• Indefinite Kernel Discriminant AnalysisBernard Haasdonk, Elzbieta Pekalska. 221-230 [doi]
• Data Dependent Priors in PAC-Bayes BoundsJohn Shawe-Taylor, Emilio Parrado-Hernández, Amiran Ambroladze. 231-240 [doi]
• Some Algorithms to Fit some Reliability Mixture Models under CensoringLaurent Bordes, Didier Chauveau. 243-252 [doi]
• Computational and Monte-Carlo Aspects of Systems for Monitoring Reliability DataEmmanuel Yashchin. 253-262 [doi]
• Evolutionary Computation for Modelling and Optimization in FinanceSandra Paterlini. 265-274 [doi]
• Examining the Association between Deprivation Profiles and Air Pollution in Greater London using Bayesian Dirichlet Process Mixture ModelsJohn Molitor, Léa Fortunato, Nuoo-Ting Molitor, Sylvia Richardson. 277-283 [doi]
• Assessing the Association between Environmental Exposures and Human HealthLinda J. Young, Carol A. Gotway, Kenneth K. Lopiano, Greg Kearney, Chris DuClos. 285-294 [doi]
• Semiparametric Seasonal Cointegrating Rank SelectionByeongchan Seong, Sung K. Ahn, Sinsup Cho. 297-304 [doi]
• Estimating Factor Models for Multivariate Volatilities: An Innovation Expansion MethodJiazhu Pan, Wolfgang Polonik, Qiwei Yao. 305-314 [doi]
• Multivariate Stochastic Volatility Model with Cross LeverageTsunehiro Ishihara, Yasuhiro Omori. 315-323 [doi]
• Bag of Pursuits and Neural Gas for Improved Sparse CodingKai Labusch, Erhardt Barth, Thomas Martinetz. 327-336 [doi]
• On the Role and Impact of the Metaparameters in t-distributed Stochastic Neighbor EmbeddingJohn A. Lee, Michel Verleysen. 337-346 [doi]
• Multiple Nested Reductions of Single Data Modes as a Tool to Deal with Large Data SetsIven Van Mechelen, Katrijn Van Deun. 349-358 [doi]
• The Generic Subspace Clustering ModelMarieke E. Timmerman, Eva Ceulemans. 359-367 [doi]
• Clustering Discrete Choice DataDonatella Vicari, Marco Alfò. 369-378 [doi]
• Application of Local Influence Diagnostics to the Buckley-James ModelNazrina Aziz, Dong Qian Wang. 381-388 [doi]
• Multiblock Method for Categorical Variables. Application to the Study of Antibiotic ResistanceStéphanie Bougeard, Mostafa El Qannari, Claire Chauvin. 389-396 [doi]
• A Flexible IRT Model for Health Questionnaire: an Application to HRQoLSerena Broccoli, Giulia Cavrini. 397-404 [doi]
• Multidimensional Exploratory Analysis of a Structural Model Using a Class of Generalized Covariance CriteriaXavier Bry, Thomas Verron, Patrick Redont. 405-412 [doi]
• Semiparametric Models with Functional Responses in a Model Assisted Survey Sampling Setting : Model Assisted Estimation of Electricity Consumption CurvesHervé Cardot, Alain Dessertaine, Etienne Josserand. 413-420 [doi]
• Stochastic Approximation for Multivariate and Functional MedianHervé Cardot, Peggy Cénac, Mohamed Chaouch. 421-428 [doi]
• A Markov Switching Re-evaluation of Event-Study MethodologyRosella Castellano, Luisa Scaccia. 429-436 [doi]
• Evaluation of DNA Mixtures Accounting for Sampling VariabilityYuk-Ka Chung, Yue-Qing Hu, De-Gang Zhu, Wing Kam Fung. 437-444 [doi]
• Monotone Graphical Multivariate Markov ChainsRoberto Colombi, Sabrina Giordano. 445-452 [doi]
• Using Observed Functional Data to Simulate a Stochastic Process via a Random Multiplicative Cascade ModelG. Damiana Costanzo, S. De Bartolo, F. Dell'Accio, G. Trombetta. 453-460 [doi]
• A Clusterwise Center and Range Regression Model for Interval-Valued DataFrancisco de A. T. de Carvalho, Gilbert Saporta, Danilo N. Queiroz. 461-468 [doi]
• Contributions to Bayesian Structural Equation ModelingSéverine Demeyer, Nicolas Fischer, Gilbert Saporta. 469-476 [doi]
• Some Examples of Statistical Computing in France During the 19th CenturyAntoine de Falguerolles. 477-484 [doi]
• Imputation by Gaussian Copula Model with an Application to Incomplete Customer Satisfaction DataMeelis Käärik, Ene Käärik. 485-492 [doi]
• On Multiple-Case Diagnostics in Linear Subspace MethodKuniyoshi Hayashi, Hiroyuki Minami, Masahiro Mizuta. 493-500 [doi]
• Fourier Methods for Sequential Change Point Analysis in Autoregressive ModelsMarie Husková, Claudia Kirch, Simos G. Meintanis. 501-508 [doi]
• Computational Treatment of the Error Distribution in Nonparametric Regression with Right-Censored and Selection-Biased DataGéraldine Laurent, Cédric Heuchenne. 509-516 [doi]
• Mixtures of Weighted Distance-Based Models for Ranking DataPaul H. Lee, Philip L. H. Yu. 517-524 [doi]
• Fourier Analysis and Swarm Intelligence for Stochastic Optimization of Discrete FunctionsJin Rou New, Eldin Wee Chuan Lim. 525-532 [doi]
• Global Hypothesis Test to Simultaneously Compare the Predictive Values of Two Binary Diagnostic Tests in Paired Designs: a Simulation StudyJosé Antonio Roldán Nofuentes, Juan de Dios Luna del Castillo, M. A. Montero Alonso. 533-540 [doi]
• Modeling Operational Risk: Estimation and Effects of DependenciesStefan Mittnik, Sandra Paterlini, Tina Yener. 541-548 [doi]
• Learning Hierarchical Bayesian Networks for Genome-Wide Association StudiesRaphaël Mourad, Christine Sinoquet, Philippe Leray. 549-556 [doi]
• Exact Posterior Distributions over the Segmentation Space and Model Selection for Multiple Change-Point Detection ProblemsGuillem Rigaill, Emilie Lebarbier, Stéphane Robin. 557-564 [doi]
• Parcellation Schemes and Statistical Tests to Detect Active Regions on the Cortical SurfaceBertrand Thirion, Alan Tucholka, Jean-Baptiste Poline. 565-572 [doi]
• Robust Principal Component Analysis Based on Pairwise Correlation EstimatorsStefan Van Aelst, Ellen Vandervieren, Gert Willems. 573-580 [doi]
• Ordinary Least Squares for Histogram Data Based on Wasserstein DistanceRosanna Verde, Antonio Irpino. 581-588 [doi]
• DetMCD in a Calibration FrameworkTim Verdonck, Mia Hubert, Peter J. Rousseeuw. 589-596 [doi]
• Separable Two-Dimensional Linear Discriminant AnalysisJianhua Zhao, Philip L. H. Yu, Shulan Li. 597-604 [doi]
• List of Supplementary Contributed and Invited Papers Only Available on springerlink.comYves Lechevallier, Gilbert Saporta. 605-616 [doi]