KEYNOTE TALKS
| Keynote 1 | Tuesday 23.8.2016 | 09:40 - 10:30 | Room: Sala Camara |
| Trees, forests, and networks | |||
| Speaker: G. Biau | Chair: Erricos Kontoghiorghes | ||
| Keynote 2 | Thursday 25.8.2016 | 12:15 - 13:05 | Room: Sala Camara |
| Measuring parameter effects in Bayesian inference | |||
| Speaker: A. Young | Chair: Malgorzata Bogdan | ||
| Keynote 3 | Friday 26.8.2016 | 12:15 - 13:05 | Room: Sala Camara |
| Random objects: Functional data in nonlinear subspaces and Frechet regression | |||
| Speaker: H.-G. Mueller | Chair: Gil Gonzalez-Rodriguez | ||
PARALLEL SESSIONS
| Parallel session B: COMPSTAT | Tuesday 23.8.2016 | 11:00 - 12:50 |
| CO0231: M. Yamamoto, A. Kawaguchi, H. Hwang | |
| Predictive clustering using a component-based approach | |
| CO0234: S.-Y. Huang | |
| Integrating multiple random sketches of singular value decomposition | |
| CO0261: J. Tsuchida, H. Yadohisa | |
| Canonical covariance analysis for three-mode three-way data by using connector matrix | |
| CO0304: Y. Mori, M. Sakakihara, M. Kuroda, M. Iizuka | |
| Acceleration of iterative methods for nonnegative matrix factorization | |
| CO0227: K. Adachi, N. Trendafilov | |
| Some mathematical notes on comprehensive factor analysis |
| Session CO087 | Room: Sala 3 |
| Modern statistical methods for complex data | Tuesday 23.8.2016 11:00 - 12:50 |
| Chair: Xinyuan Song | Organizer: Xinyuan Song |
| CO0218: H. He, D. Pan, L. Zhu, L. Sun, X. Song | |
| Analysis of a fixed center effect additive rates model for recurrent event data | |
| CO0245: X. Song | |
| Analysis of proportional mean residual life model with latent variables | |
| CO0243: K. Kang | |
| Bayesian semi-parametric mixed hidden Markov models | |
| CO0244: M. Ouyang | |
| Bayesian local influence of transformation latent variable models with multivariate censored data | |
| CO0225: M. Hao, X. Zhao, Y. Lin | |
| A relative error-based approach for variable selection |
| Session CO100 | Room: Sala Camara |
| Tutorial 1 | Tuesday 23.8.2016 11:00 - 12:50 |
| Chair: Christine Keribin | Organizer: COMPSTAT |
| CO0578: C. Hennig | |
| Cluster validation: How to think and what to do |
| Session CG022 | Room: Sala 2 |
| Robust statistics I | Tuesday 23.8.2016 11:00 - 12:50 |
| Chair: Agustin Mayo-Iscar | Organizer: COMPSTAT |
| CC0156: J. Kalina, J. Duintjer Tebbens | |
| Efficient computation of the minimum weighted covariance determinant estimator | |
| CC0364: P. Cizek, M. Aquaro | |
| Robust estimation and moment selection in dynamic fixed-effects panel data models | |
| CC0389: E. Kazak, W. Pohlmeier | |
| Power properties of the out-of-sample portfolio performance measures tests | |
| CC0430: L. Corain | |
| Nonparametric permutation-based testing and ranking on multivariate time data | |
| CC0237: P. Macedo | |
| Shrinkage estimation through the ridGME procedure |
| Session CG028 | Room: Sala 4 |
| Pattern recognition of time series | Tuesday 23.8.2016 11:00 - 12:50 |
| Chair: Peter Tillmann | Organizer: COMPSTAT |
| CC0548: C. Drago | |
| Combining structural change analysis with anomaly detection: A constrained clustering approach | |
| CC0550: J. Cabrieto, F. Tuerlinckx, P. Kuppens, E. Ceulemans | |
| Capturing correlation changes by applying kernel change point detection on the running correlations | |
| CC0383: G. Creamer, R. Collado | |
| Time series forecasting with a learning algorithm: An approximate dynamic programming approach | |
| CC0406: C. Mate, J. Redondo | |
| Forecasting financial time big data using interval time series |
| Session CG052 | Room: Sala 5 |
| Copulas | Tuesday 23.8.2016 11:00 - 12:50 |
| Chair: Anouar El Ghouch | Organizer: COMPSTAT |
| CC0355: J. Collet | |
| Estimating copula density: Convergence speed results | |
| CC0458: A. El Ghouch | |
| Semiparametric copula quantile regression for complete or censored data | |
| CC0493: P. Jaworski | |
| How to estimate CoVaR | |
| CC0450: M. Killiches, D. Kraus, C. Czado | |
| Model distances for vine copulas in high dimensions | |
| CC0437: D. Mueller, C. Czado | |
| Representing sparse Gaussian DAGs as sparse R-vines allowing for non-Gaussian dependence |
| Session CG080 | Room: Sala 7 |
| Computational statistics for categorical data | Tuesday 23.8.2016 11:00 - 12:50 |
| Chair: Luca La Rocca | Organizer: COMPSTAT |
| CC0518: M. van de Velden, W. van den Heuvel, P. Groenen | |
| Inverse multiple correspondence analysis | |
| CC0506: D. Kreber, J.P. Burgard, S. de Vries, U. Friedrich | |
| An optimal nearest neighbor hot deck imputation based on a b-matching problem | |
| CC0544: S. Fontanella, L. Fontanella, P. Valentini, N. Trendafilov | |
| An unconstrained approach to rotational indeterminacy in Bayesian exploratory multidimensional IRT models | |
| CC0446: J. Nienkemper-Swanepoel, N. Le Roux, S. Lubbe | |
| Visualizations of multiple imputations using generalized orthogonal procrustes analysis | |
| CC0372: S. Bonnini | |
| A new composite indicator for sensorial data |
| Parallel session C: COMPSTAT | Tuesday 23.8.2016 | 14:30 - 16:00 |
| Session CI073 | Room: Sala Camara |
| Bayesian nonparametrics | Tuesday 23.8.2016 14:30 - 16:00 |
| Chair: Simone Padoan | Organizer: Igor Pruenster |
| CI0182: F. Quintana, A. Murua | |
| Semiparametric Bayesian regression via Potts model | |
| CI0250: A. Lijoi, F. Camerlenghi, P. Orbanz, I. Pruenster | |
| Hierarchical processes for Bayesian nonparametric inference | |
| CI0256: F. Caron | |
| Sparse and modular networks using exchangeable random measures |
| Session CO025 | Room: Sala 2 |
| Robustness in regularized problems | Tuesday 23.8.2016 14:30 - 16:00 |
| Chair: Christophe Croux | Organizer: Matias Salibian-Barrera |
| CO0238: G. Tarr | |
| Robust regularised precision matrix estimation | |
| CO0290: A. Alfons, C. Croux, V. Oellerer | |
| Sparse S- and MM-estimation for high-dimensional regression | |
| CO0346: G. Cohen Freue, D. Kepplinger, M. Salibian-Barrera | |
| Sparse robust regression estimators | |
| CO0342: D. Kepplinger, M. Salibian-Barrera, G. Cohen Freue | |
| Initial estimators for regularized robust methods in high-dimensional settings |
| Session CO043 | Room: Sala 1 |
| ARS-IASC session II: Computational algorithms to joint inference on design and modeling | Tuesday 23.8.2016 14:30 - 16:00 |
| Chair: Yi-Ting Hwang | Organizer: Yi-Ting Hwang |
| CO0179: N.-H. Chen | |
| Smart watch unboxing video viewing frequency prediction by support vector machine and Bayesian probit analysis | |
| CO0195: Y. Mizukami, Y. Mizutani, K. Honda, S. Suzuki, J. Nakano | |
| Evaluating human networks of author's affiliation info and co-author info in scientific literature by using centralities | |
| CO0232: Y.-T. Hwang, C.-H. Huang, C.-C. Wang, Y.-K. Tseng | |
| The joint model for the survival data and binary repeated measures | |
| CO0246: N.-C. Su | |
| Economic design of two-stage control charts with asymmetric and dependent measurements |
| Session CC063 | Room: Sala 5 |
| Algorithms and computational methods | Tuesday 23.8.2016 14:30 - 16:00 |
| Chair: Gerard Biau | Organizer: COMPSTAT |
| CC0394: W.J. Murdoch, M. Zhu | |
| Expanded alternating optimization for matrix factorization and penalized regression | |
| CC0154: V.M. Alao, E. Barrios, J.R. Lansangan | |
| Semiparametric estimation of mixed analysis of covariance model | |
| CC0514: K. Nittono | |
| Evaluation of similarity for contexts on association rule based extraction | |
| CC0586: C. McGrory | |
| The coreset variational Bayes (CVB) algorithm for mixture analysis |
| Session CG003 | Room: Sala 7 |
| Wavelet-based methods | Tuesday 23.8.2016 14:30 - 16:00 |
| Chair: Ying Sun | Organizer: COMPSTAT |
| CC0242: M. Amghar, M. Jansen | |
| Using bandwidths as scales in multiscale localpolynomial decompositions | |
| CC0545: Y. Sun | |
| Stochastic simulation models for multi-site nonstationary time series using wavelets | |
| CC0571: S. Villullas Merino | |
| Minimal support tight wavelet frames in a probabilistic MRI denoising method | |
| CC0260: J. Cugliari, Y. Goude, J.-M. Poggi | |
| Disaggregated electricity forecasting using wavelet-based clustering of individual consumers |
| Session CG013 | Room: Sala 3 |
| Time-varying coefficients | Tuesday 23.8.2016 14:30 - 16:00 |
| Chair: Michael Smith | Organizer: COMPSTAT |
| CC0167: L.A. Arteaga Molina, J.M. Rodriguez-Poo | |
| Empirical likelihood based inference for fixed effects varying coefficient panel data models | |
| CC0188: I. Casas, E. Ferreira, S. Orbe | |
| Time-varying SURE: A nonparametric approach | |
| CC0516: P. Gorgi | |
| Integer-valued autoregressive models with dynamic coefficient driven by a stochastic recurrence equation | |
| CC0461: M. Costa, M. Monteiro | |
| A linear mixed-effect state space model to discriminate unobservable structural components |
| Session CG105 | Room: Sala 4 |
| Statistical computing | Tuesday 23.8.2016 14:30 - 16:00 |
| Chair: Sugnet Lubbe | Organizer: COMPSTAT |
| CC0445: N. Le Roux, J. Gower, S. Lubbe | |
| Consequences of combining Fisher's optimal scores with biadditive models | |
| CC0216: P. Bhuyan, D. Sengupta | |
| Estimation of reliability with semi-parametric frailty modeling of degradation | |
| CC0362: K.D. Unlu, A.D. Sezer | |
| Overflow analysis of multiple stacks running on the same memory | |
| CC0485: M. De Rooij | |
| Monte Carlo studies when all models are wrong |
| Parallel session D: COMPSTAT | Tuesday 23.8.2016 | 16:30 - 18:00 |
| Session CI083 | Room: Sala Camara |
| Recent developments in mixture models | Tuesday 23.8.2016 16:30 - 18:00 |
| Chair: Francesca Greselin | Organizer: Francesca Greselin, Salvatore Ingrassia |
| CO0263: V.H. Lachos Davila, L.E. Benites Sanchez, R. Maehara Aliaga | |
| Linear regression models with finite mixtures of skew heavy-tailed errors | |
| CI0385: G. McLachlan, S. Lee | |
| On mixture modelling with multivariate skew distributions | |
| CO0358: F. Greselin, L.A. Garcia-Escudero, A. Mayo-Iscar, G. McLachlan | |
| Robust clustering of multivariate skew data |
| Session CO008 | Room: Sala 1 |
| Nonparametric methods for ROC curves | Tuesday 23.8.2016 16:30 - 18:00 |
| Chair: Juan-Carlos Pardo-Fernandez | Organizer: Juan-Carlos Pardo-Fernandez |
| CO0257: B. Reiser, L. Bantis, C.T. Nakas | |
| Nonparametric and parametric confidence intervals for the Youden index and its associated cutoff point | |
| CO0319: S. Perez-Fernandez, P. Martinez-Camblor, N. Corral | |
| Efficient confidence bands for ROC curves | |
| CO0297: A. Fanjul Hevia, W. Gonzalez-Manteiga | |
| A comparative study of methods for testing the equality of two or more ROC curves | |
| CO0318: J.-C. Pardo-Fernandez, P. Martinez-Camblor | |
| Smooth time-dependent ROC curve estimators |
| Session CO019 | Room: Sala 4 |
| Regularization | Tuesday 23.8.2016 16:30 - 18:00 |
| Chair: Andreas Alfons | Organizer: COMPSTAT |
| CC0449: G. van den Burg, A. Alfons, P. Groenen | |
| SparseStep: Approximating the counting norm for sparse regularization | |
| CC0208: S. Bougeard, N. Niang, G. Saporta | |
| Regularized clusterwise multiblock regression | |
| CC0390: J. Chauvet, C. Trottier, X. Bry, F. Mortier | |
| Extension to mixed models of the supervised component-based generalised linear regression | |
| CC0392: X. Bry, T. Simac, T. Verron | |
| Supervised-component based Cox regression |
| Session CO089 | Room: Sala 5 |
| Copula modelling in nonlinear time series | Tuesday 23.8.2016 16:30 - 18:00 |
| Chair: Richard Gerlach | Organizer: Michael Smith, Richard Gerlach |
| CO0280: M. Smith, W.O. Maneesoonthorn | |
| Inversion copulas from nonlinear state space models | |
| CC0259: R. Gerlach | |
| Dynamic quantile function modelling | |
| CC0470: N. Barthel, C. Czado, Y. Okhrin | |
| Vine based modeling of multivariate volatility time-series | |
| CC0568: F. Raters, H. Herwartz | |
| Copula-MGARCH with dynamic conditional covariance decompositions |
| Session CO110 | Room: Sala 3 |
| New advances in multiset and multiway data analysis II | Tuesday 23.8.2016 16:30 - 18:00 |
| Chair: Eva Ceulemans | Organizer: Katrijn Van Deun, Eva Ceulemans |
| CO0283: M. Hanafi, Z. El hadri, E.K. Yousfi | |
| The finite iterative method for the computation of the correlation matrix implied by a structural recursive model | |
| CC0267: H. Kiers, M. Timmerman, E. Ceulemans | |
| Searching components with simple structure in simultaneous component analysis: Blockwise simplimax rotation | |
| CO0344: K. Van Deun | |
| A sparse common component approach with selection of relevant clusters of variables | |
| CO0330: P. Tio | |
| Simultaneous principal and network components models for integration of multiset data |
| Session CG020 | Room: Sala 2 |
| Robust methods in regression problems | Tuesday 23.8.2016 16:30 - 18:00 |
| Chair: Luis Angel Garcia-Escudero | Organizer: COMPSTAT |
| CC0212: R. Da-ano, E. Barrios, J.R. Lansangan | |
| Robust inference in a heteroskedastic multilevel linear model with structural change | |
| CC0352: J.A. Visek | |
| Coping with level and character of contamination by SW-estimator | |
| CC0500: M. Schindler, J. Picek | |
| L-moments in linear regression models | |
| CC0368: C. Galarza, L.E. Benites Sanchez, V.H. Lachos Davila | |
| Robust quantile regression in R |
| Session CG044 | Room: Sala 7 |
| Graphical models and networks | Tuesday 23.8.2016 16:30 - 18:00 |
| Chair: Lourens Waldorp | Organizer: COMPSTAT |
| CC0566: K. Dorman | |
| State space models for the NGS pipeline | |
| CC0184: E. Pircalabelu | |
| Estimating joint sparse graphical models using fMRI brain imaging data with different coarseness levels | |
| CC0509: C. Alexander, L. Evers, T. Neocleous, J. Stuart-Smith | |
| Using chain graph models for structural inference for multi-level data with an application to linguistic data |
| Parallel session F: COMPSTAT | Wednesday 24.8.2016 | 09:00 - 10:30 |
| Session CI075 | Room: Sala Camara |
| Advances in random forests | Wednesday 24.8.2016 09:00 - 10:30 |
| Chair: Jean-Michel Poggi | Organizer: Jean-Michel Poggi |
| CI0155: S. Wager | |
| Causal inference with random forests | |
| CI0173: G. Hooker, L. Mentch | |
| Tests for nonparametric interactions using random forests | |
| CI0274: A. Sutera, G. Louppe, C. Chatel, L. Wehenkel, P. Geurts | |
| Random forests variable importances: Towards a better understanding and large-scale feature selection |
| CO0178: P. Jodra-Esteban, H.W. Gomez, M.D. Jimenez-Gamero | |
| The power Muth distribution | |
| CO0193: V. Alba-Fernandez, M.D. Jimenez-Gamero, A. Batsidis | |
| Testing for the generalized Poisson-inverse Gaussian distribution | |
| CO0203: I. Barranco-Chamorro | |
| Bayesian estimation techniques in certain life-testing models | |
| CO0332: M. Ortego, J.J. Egozcue | |
| Bayesian estimation of independence and compositional interaction in a two-way classification |
| Session CO021 | Room: Sala 2 |
| Advances in robust statistics | Wednesday 24.8.2016 09:00 - 10:30 |
| Chair: Marco Riani | Organizer: Marco Riani |
| CO0300: L.A. Garcia-Escudero, A. Cerioli, A. Mayo-Iscar, M. Riani | |
| Finding the number of groups in model-based clustering via constrained likelihoods | |
| CO0324: A. Cerasa, A. Cerioli | |
| The effect of trimming on algorithms for combining groups of pre-classified observations | |
| CO0327: V. Todorov, M.A. Di Palma, M. Gallo | |
| Robust methods for analysis of 3-way compositional data in R | |
| CO0223: L. Grossi, A. Corbellini, F. Laurini | |
| Robustness for multilevel models with the forward search |
| CO0197: Y. Cao | |
| On algorithms for generating multiple optimal experimental designs | |
| CO0239: F.K.H. Phoa, L.L.-H. Chang | |
| A multi-objective implementation in swarm intelligence with applications in designs of computer experiments | |
| CO0241: W.K. Wong | |
| Nature-inspired meta-heuristic algorithms for generating optimal experimental designs | |
| CO0312: T.-J. Yen | |
| Solving large scale penalized $l_{0}$-norm regression problems via parallel proximal algorithms |
| Session CG011 | Room: Sala 3 |
| Nonparametric methods | Wednesday 24.8.2016 09:00 - 10:30 |
| Chair: Valentin Zelenyuk | Organizer: COMPSTAT |
| CC0379: H. Murakami | |
| A test based on kernel density estimation for the eigenvalues in two-sample problem | |
| CC0374: D.K. To, M. Chiogna, G. Adimari | |
| Nonparametric estimation of ROC surfaces under verification bias | |
| CC0416: Y. Slaoui | |
| Smoothing parameters for recursive kernel density estimators under double truncation | |
| CC0377: V. Zelenyuk, B. Park, L. Simar | |
| Nonparametric dynamic discrete choice models for time series data |
| Session CG026 | Room: Sala 7 |
| Bootstrap in time series analysis | Wednesday 24.8.2016 09:00 - 10:30 |
| Chair: Roland Fried | Organizer: COMPSTAT |
| CC0527: C. Yazici, C. Yozgatligil, I. Batmaz | |
| Detection performance of likelihood ratio test for change-points based on bootstrap for AR(1) models | |
| CC0393: H. Sakurai, M. Taguri | |
| Test of mean difference in longitudinal data based on block resampling approaches | |
| CC0354: B. Pestova | |
| Abrupt change in mean avoiding variance estimation without boundary value problem and block bootstrap | |
| CC0560: L. Lenart | |
| The comparison of block bootstrap techniques in case of generalized resampling scheme |
| Session CG094 | Room: Sala 4 |
| Sampling and small area estimation | Wednesday 24.8.2016 09:00 - 10:30 |
| Chair: Isabel Molina | Organizer: COMPSTAT |
| CC0483: M. Rupp, R. Muennich | |
| Numerical optimization for multivariate optimal allocation problems with several levels of strata | |
| CC0490: U. Friedrich, R. Muennich, S. de Vries, M. Wagner | |
| Integer-valued algorithms for constrained optimal allocations in stratified sampling | |
| CC0484: P. Rosenthal, J.P. Burgard, S. Feldmeier, R. Muennich, M. Veith | |
| Small area estimation of biodiversity measures | |
| CC0481: J. Wagner, R. Muennich | |
| Non-linear small area models under constraints |
| Parallel session G: COMPSTAT | Wednesday 24.8.2016 | 11:00 - 12:50 |
| Session CO023 | Room: Sala 4 |
| Missing data and imputation | Wednesday 24.8.2016 11:00 - 12:50 |
| Chair: Faisal Maqbool Zahid | Organizer: COMPSTAT |
| CC0253: S. Rouzinov, A. Berchtold | |
| Test of missing data mechanisms: An alternative to the Little test based on regression | |
| CC0552: F.M. Zahid, C. Heumann | |
| Multiple imputation using sequential regression for high-dimensional data | |
| CC0361: J. Geronimi, G. Saporta | |
| Variable selection for longitudinal biomarkers constrained by a detection limit | |
| CC0320: P. Mozharovskyi, J. Josse, F. Husson | |
| Single imputation by data depth | |
| CC0551: S. Faisal, C. Heumann, G. Tutz | |
| Inference when using nearest neighbors methods and the bootstrap |
| Session CO029 | Room: Sala 2 |
| Robust inference and robust statistics with R | Wednesday 24.8.2016 11:00 - 12:50 |
| Chair: Valentin Todorov | Organizer: Alessio Farcomeni, Valentin Todorov |
| CO0229: C. Hennig, P. Coretto | |
| Estimating the number of clusters in OTRIMLE robust Gaussian mixture clustering | |
| CO0266: P. Filzmoser, I. Hoffmann, S. Serneels, C. Croux, K. Varmuza | |
| Sparse and robust PLS for regression and binary classification | |
| CO0296: D. Rivera Garcia, L.A. Garcia-Escudero, A. Mayo-Iscar | |
| Robust clustering for functional data | |
| CO0338: K. Facevicova, K. Hron, V. Todorov, M. Templ | |
| Compositional tables with applications in robust statistical analysis: Methodology and computing | |
| CO0370: A. Mayo-Iscar, L.A. Garcia-Escudero, A. Gordaliza, F. Greselin | |
| TCLUST extensions |
| Session CO041 | Room: Sala 3 |
| New advances in multiset and multiway data analysis I | Wednesday 24.8.2016 11:00 - 12:50 |
| Chair: Katrijn Van Deun | Organizer: Katrijn Van Deun, Eva Ceulemans |
| CO0278: E. Ceulemans, K. De Roover, P. Giordani | |
| Overlapping clusterwise simultaneous component analysis | |
| CO0286: P. Dolce, M. Hanafi, D. Legland | |
| Partitionned matrices in multiset and multiway data analysis | |
| CO0295: K. De Roover, J. Vermunt, M. Timmerman, E. Ceulemans | |
| Mixture simultaneous factor analysis and Wald tests for factor loading differences in multivariate multilevel data | |
| CO0322: T. Lofstedt, P. Brynolfsson, T. Asklund, T. Nyholm | |
| Regularised multiblock methods for cancer patient classification | |
| CO0328: A. Tenenhaus, M. Tenenhaus, P. Groenen | |
| A general overview of multiblock component methods |
| Session CO053 | Room: Sala 1 |
| Recent advances in mixture modeling | Wednesday 24.8.2016 11:00 - 12:50 |
| Chair: Xinyuan Song | Organizer: Xinyuan Song |
| CO0170: W.K. Fung | |
| Selection of the number of components in mixture regression model | |
| CO0204: Y. Wei, O.A. LXY | |
| Scalable clustering methods for dynamic Poisson graphical models | |
| CO0185: H. Li | |
| A pivotal allocation based algorithm for solving the label switching problem in Bayesian mixture models | |
| CO0398: B. Einarsson, R. Wojcik, J. Guin | |
| Using intraclass correlation coefficients to quantify spatial variability of catastrophe model errors | |
| CO0258: A. Kelava, H. Brandt | |
| A general non-linear multilevel structural equation mixture model |
| Session CO102 | Room: Sala Camara |
| Tutorial 2 | Wednesday 24.8.2016 11:00 - 12:50 |
| Chair: Maria Brigida Ferraro | Organizer: COMPSTAT |
| CO0582: M.A. Gil | |
| A methodology to analyze fuzzy data |
| Session CC067 | Room: Sala 5 |
| Machine learning | Wednesday 24.8.2016 11:00 - 12:50 |
| Chair: Stefan Wager | Organizer: COMPSTAT |
| CC0433: P. Probst, A.-L. Boulesteix, B. Bischl | |
| On the hyperparameter settings of random forests | |
| CC0489: Y. Zhang | |
| Recovery of weak signal in high dimensional linear regression by data perturbation | |
| CC0384: M. Nakamura | |
| Trees garrote for regression analysis | |
| CC0501: B. Guillouet, J.-M. Loubes, P. Besse, F. Royer | |
| Destination prediction by trajectory distribution-based models | |
| CC0407: M. Philipp, A. Zeileis, C. Strobl | |
| A toolkit for stability assessment of tree-based learners |
| Session CG074 | Room: Sala 7 |
| Applied statistics | Wednesday 24.8.2016 11:00 - 12:50 |
| Chair: Angela Blanco-Fernandez | Organizer: COMPSTAT |
| CC0523: C. Yozgatligil, S. Aslan, C. Iyigun | |
| Dynamic clustering of multiple multivariate time series: Application to climate data | |
| CC0396: A. Suleman | |
| Comparing matrix factorisation approaches to fuzzy clustering | |
| CC0397: M. Giacalone, A. Alibrandi, A. Zirilli, M.C. Moleti | |
| NPC to assess effects of maternal iodine nutrition and thyroid status on children cognitive development | |
| CC0400: A.H. Tavares, V. Afreixo, J. Rodrigues, C. Bastos, A. Pinho, P. Ferreira, P. Brito | |
| Detection of exceptional genomic words: A comparison between species | |
| CC0329: P. Rathi | |
| The temperature of Indian cities: Some insights using change point analysis with functional data |
| Session CP106 | Room: Ground Hall |
| Poster Session I | Wednesday 24.8.2016 11:00 - 12:50 |
| Chair: Marta Garcia Barzana | Organizer: COMPSTAT |
| Parallel session H: COMPSTAT | Wednesday 24.8.2016 | 14:30 - 16:00 |
| Session CI085 | Room: Sala Camara |
| Computational challenges in extremes | Wednesday 24.8.2016 14:30 - 16:00 |
| Chair: Marc Genton | Organizer: Marc Genton |
| CI0210: S. Castruccio | |
| High-order composite likelihood inference for max-stable distributions and processes | |
| CI0325: D. Castro-Camilo, R. Huser | |
| Censored local likelihood inference for modeling non-stationarity in spatial extremes | |
| CI0331: S. Padoan | |
| The use of Bernstein polynomials for modelling the extremal dependence |
| Session CO010 | Room: Sala 4 |
| Ordinal and categorial data | Wednesday 24.8.2016 14:30 - 16:00 |
| Chair: Jae Chang Lee | Organizer: COMPSTAT |
| CC0522: H. Kurakami, S. Ando | |
| The analysis of asymmetry based on ordered scores for square contingency tables | |
| CC0455: K. Tahata | |
| On separation of symmetry for ordinal categorical data | |
| CC0528: S. Giannerini, G. Goracci | |
| Entropy based tests of dependence for categorical data | |
| CC0363: D. Grigorova, N. Daskalova | |
| EMcorrProbit R package |
| Session CO051 | Room: Sala 1 |
| Copula regression | Wednesday 24.8.2016 14:30 - 16:00 |
| Chair: Thomas Kneib | Organizer: Thomas Kneib |
| CO0158: R. Van Hecke, H. Dette, S. Volgushev | |
| Some comments on copula-based regression | |
| CO0159: T. Kneib, N. Klein | |
| Simultaneous inference in structured additive conditional copula regression models: A unifying Bayesian approach | |
| CO0273: O. Davidov | |
| Estimating distribution functions using double sampling designs | |
| CO0282: G. Marra, R. Radice | |
| Bivariate copula additive models for location, scale and shape |
| CO0479: C. Garcia-Martos, A.M. Alonso, G. Bastos | |
| Combination of forecasts in dynamic factor models: Application to the Italian power exchange | |
| CO0462: J. Cara | |
| The expectation maximization algorithm for the state space model with correlated errors | |
| CO0463: C. Gonzalez, B. Arenas, B. Jimenez | |
| Important variable assessment in modeling transport accident patterns using random forest and bagging | |
| CO0166: A.J. Saez-Castillo, A. Conde-Sanchez, A.M. Martinez-Rodriguez | |
| Estimating extra zeros proportion in different variability conditions of a regression count model |
| Session CC071 | Room: Sala 2 |
| Robust statistics II | Wednesday 24.8.2016 14:30 - 16:00 |
| Chair: Peter Rousseeuw | Organizer: COMPSTAT |
| CC0532: J. Miettinen, K. Nordhausen, S. Taskinen, D. Tyler | |
| On the computation of symmetrized M-estimators of scatter | |
| CC0543: S. Orso, S. Guerrier, M.-P. Victoria-Feser | |
| Two-step robust estimation of copulae | |
| CC0474: H. Opayinka | |
| On a modification of Efron bootstrap method for heavy-tailed distributions | |
| CC0391: S. Brodinova, T. Ortner, P. Filzmoser, M. Zaharieva, C. Breiteneder | |
| Evaluation of robust PCA for supervised audio outlier detection |
| Session CG005 | Room: Sala 5 |
| Clustering | Wednesday 24.8.2016 14:30 - 16:00 |
| Chair: Gunter Ritter | Organizer: COMPSTAT |
| CC0410: P. Michel, B. Ghattas | |
| Variable importance in clustering using binary decision trees | |
| CC0526: A. Zollinger, A. Davison, D. Goldstein | |
| Automatic module selection from several microarray gene expression studies | |
| CC0252: Z. Taushanov, A. Berchtold | |
| Comparison of two bootstrap procedures in the case of hidden Markovian model clustering | |
| CC0340: T.F. Wilderjans, J. Rossbroich | |
| Determining the number of overlapping clusters: Simulation results for the additive profile clustering model |
| Session CG032 | Room: Sala 7 |
| Applied econometrics and finance | Wednesday 24.8.2016 14:30 - 16:00 |
| Chair: Stephen Pollock | Organizer: COMPSTAT |
| CC0201: M.J. Delgado Rodriguez, S. de Lucas Santos | |
| Globalization and economic growth: Tracking the impacts of changes in global interdependences | |
| CC0564: C. Rust | |
| Functional impact into Google AdWords | |
| CC0503: E. Guidotti, S. Iacus, L. Mercuri | |
| yuimaGUI: A graphical user interface for computational finance based on the yuima R package | |
| CC0517: D. Rosadi | |
| Automatic ARIMA modeling using RcmdrPlugin.SPSS |
| Parallel session I: COMPSTAT | Thursday 25.8.2016 | 09:00 - 10:30 |
| Session CI081 | Room: Sala Camara |
| Applied functional data analysis | Thursday 25.8.2016 09:00 - 10:30 |
| Chair: Juan Romo | Organizer: Juan Romo |
| CC0547: M. Genton, W. Dai | |
| Directional depth and outlyingness for multivariate functional data | |
| CI0347: J. Romo, A. Arribas-Gil | |
| Analyzing high-dimensional functional data | |
| CI0576: M. Fuentes | |
| Bayesian multivariate spatial temporal functional data modelling |
| Session CO027 | Room: Sala 1 |
| Advances in the pattern recognition of time series | Thursday 25.8.2016 09:00 - 10:30 |
| Chair: Elizabeth Ann Maharaj | Organizer: Elizabeth Ann Maharaj |
| CO0153: E.A. Maharaj, P. Brito, P. Teles | |
| Pattern recognition techniques for interval time series | |
| CO0255: R. Krafty, S. Bruce, M. Hall | |
| Adaptive spectral analysis of replicated nonstationary time series | |
| CO0292: J. Vilar, B. Lafuente-Rego | |
| Quantile autocovariances: A powerful tool for hard and soft partitional clustering of time series |
| Session CO039 | Room: Sala 2 |
| Optimal designs for complex models via simulation | Thursday 25.8.2016 09:00 - 10:30 |
| Chair: Jesus Lopez-Fidalgo | Organizer: Jesus Lopez-Fidalgo, Weng Kee Wong |
| CO0228: V. Casero-Alonso, J. Lopez-Fidalgo, W.K. Wong | |
| Optimal designs for fractional polynomial models | |
| CO0307: R. Berni | |
| Bayesian optimal designs via MCMC simulations: A case study in the technological field | |
| CO0421: S. Crary | |
| Optimal-design search under the IMSPE objective | |
| CO0422: G. Sagnol, H.-C. Hege, M. Weiser | |
| Using sparse kernels to design computer experiments with tunable precision |
| Session CG030 | Room: Sala 4 |
| Regression models | Thursday 25.8.2016 09:00 - 10:30 |
| Chair: Thomas Yee | Organizer: COMPSTAT |
| CC0537: D.A. Flores Agreda, E. Cantoni | |
| Bootstrap-based inference in generalized linear mixed models | |
| CC0169: T. Yee | |
| On negative binomial regression and its variants | |
| CC0512: H. Wallard | |
| Impact of correlation between predictors on variance decomposition and variable selection using CAR scores | |
| CC0428: H. Wong | |
| On constrained estimation of graphical time series models |
| Session CG036 | Room: Sala 7 |
| Quality control | Thursday 25.8.2016 09:00 - 10:30 |
| Chair: Benjamin Reiser | Organizer: COMPSTAT |
| CC0482: L. Jaupi | |
| Variable selection with pre-assigned roles and cost utility analysis for process monitoring | |
| CC0426: L. Huwang | |
| A new EWMA chart for monitoring the covariance matrix of a multivariate process based on dissimilarity index | |
| CC0584: M. Casquilho, E. Carolino, M.R. Ramos, I. Barao | |
| Web computing of robust methods in Acceptance Sampling for Weibull variables | |
| CC0386: A. Pulido-Rojano, J.C. Garcia-Diaz | |
| A modified control chart for monitoring the multihead weighing process |
| Session CG042 | Room: Sala 5 |
| Bayesian methods II | Thursday 25.8.2016 09:00 - 10:30 |
| Chair: Alastair Young | Organizer: COMPSTAT |
| CC0452: I. Pereira, N. Silva | |
| On the first-order integer-valued bilinear model | |
| CC0511: A. Venkatasubramaniam, K. Ampountolas, L. Evers | |
| Distance dependent Chinese restaurant process for spatio-temporal clustering of urban traffic networks | |
| CC0382: F. Postiglione, M. Giorgio, M. Guida, G. Pulcini | |
| A Bayesian approach for the transformed gamma degradation process | |
| CC0371: T. Kurosawa, T. Kubota | |
| Bayesian prediction of unobserved values for Type-II censored data for an inverse Weibull distribution |
| Session CG086 | Room: Sala 3 |
| Factor analysis-based methods | Thursday 25.8.2016 09:00 - 10:30 |
| Chair: Nathalie Villa-Vialaneix | Organizer: COMPSTAT |
| CC0200: N. Villa-Vialaneix, V. Sautron, M. Chavent, N. Viguerie | |
| Multiway-SIR for longitudinal multi-table data integration | |
| CC0480: Y. Oki, S.-I. Mayekawa | |
| Equating multidimensional IRT parameters when both common items and common persons are available | |
| CC0395: M. Tami | |
| EM estimation of a structural equation model | |
| CC0293: D. Stumbriene, R. Zelvys, A. Jakaitiene | |
| Constructing a composite indicator for education monitoring |
| Parallel session J: COMPSTAT | Thursday 25.8.2016 | 11:00 - 12:05 |
| Session CO014 | Room: Sala 1 |
| Advanced survey estimation methods in web and mixed-mode surveys | Thursday 25.8.2016 11:00 - 12:05 |
| Chair: David Molina | Organizer: Maria del Mar Rueda |
| CO0214: D. Molina, A. Arcos, M.G. Ranalli | |
| Estimation techniques for discrete response variables in dual frame surveys | |
| CO0240: P.F. Perri, B. Cobo | |
| Improving the item sum technique using auxiliary information in complex surveys | |
| CO0313: I. Sanchez-Borrego, M.D.M. Rueda | |
| Privacy protection in surveys with RR techniques using nonparametric regression |
| Session CO055 | Room: Sala 2 |
| Spatial statistics and dynamic networks | Thursday 25.8.2016 11:00 - 12:05 |
| Chair: Papa Ousmane Cisse | Organizer: Dominique Guegan, Papa Ousmane Cisse |
| CO0301: P.O. Cisse, A.K. Diongue, D. Guegan | |
| The seasonal fractionally integrated separable spatial autoregressive model and its properties | |
| CO0339: L. Cales, D. Guegan, M. Billio, L. Cales | |
| Cross-sectional analysis through rank-based dynamic portfolios | |
| CO0343: M. Iacopini, D. Guegan | |
| Time varying graphs |
| Session CC065 | Room: Sala 4 |
| Bayesian methods | Thursday 25.8.2016 11:00 - 12:05 |
| Chair: Simon Wilson | Organizer: COMPSTAT |
| CC0420: D. Giurghita, D. Husmeier | |
| Inference in nonlinear systems with unscented Kalman filters | |
| CC0357: L. Mavrogonatou, V. Vyshemirsky | |
| Sequential importance sampling for online Bayesian changepoint detection | |
| CC0569: J. Wesolowski | |
| Discrete Bayesian DAG models with a restricted set of directions |
| Session CC068 | Room: Sala 5 |
| Methods and computations in statistics | Thursday 25.8.2016 11:00 - 12:05 |
| Chair: Karel Hron | Organizer: COMPSTAT |
| CC0162: J. Eustaquio | |
| Nonparametric hypothesis testing for isotonic survival models with clustering | |
| CC0251: C. Mante, S. Kide | |
| Approximating the Rao's distance between negative binomial distributions: Application to counts of marine organisms | |
| CC0475: B. Yuan, W. Heiser, M. De Rooij | |
| Classification based on dissimilarities |
| Session CG038 | Room: Sala 3 |
| Statistics for scientific performance evaluation | Thursday 25.8.2016 11:00 - 12:05 |
| Chair: Ana Belen Ramos-Guajardo | Organizer: COMPSTAT |
| CC0520: F. Serban, A.-T. Serban-Oprescu | |
| An assessment of scientific research performance for ranking countries from EU | |
| CC0534: A.-T. Serban-Oprescu, L. Badin, S. Dedu, F. Serban | |
| An integrative framework for evaluating scientific research | |
| CC0554: S. Dedu, V. Preda | |
| Exponentiated-type distribution families with applications to scientific performance evaluation |
| Session CP107 | Room: Ground Hall |
| Poster Session II | Thursday 25.8.2016 11:00 - 12:05 |
| Chair: Cristian Gatu | Organizer: COMPSTAT |
| Parallel session L: COMPSTAT | Thursday 25.8.2016 | 14:45 - 16:15 |
| Session CI077 | Room: Sala Camara |
| Robustness for high-dimensional data | Thursday 25.8.2016 14:45 - 16:15 |
| Chair: Stefan Van Aelst | Organizer: Stefan Van Aelst |
| CI0192: P. Rousseeuw, W. Van den Bossche | |
| Detecting anomalous data cells | |
| CI0294: R. Fried, A. Duerre, H. Dehling, D. Vogel, M. Wendler | |
| On robust and nonparametric change-point detection in multiple time series | |
| CI0333: S. Van Aelst, H. Cevallos Valdiviezo, M. Salibian-Barrera | |
| Robust principal components for high-dimensional data |
| Session CO002 | Room: Sala 2 |
| Statistical evaluation of medical diagnostic tests | Thursday 25.8.2016 14:45 - 16:15 |
| Chair: Maria del Carmen Pardo | Organizer: Maria del Carmen Pardo |
| CO0199: A. Franco-Pereira, M.D.C. Pardo | |
| An index to analyze a portion of the ROC curve | |
| CO0196: M. Lopez Raton, C. Cadarso Suarez, E.M. Molanes Lopez | |
| Optimal cutpoints for classification in medical diagnostic tests | |
| CO0262: C.T. Nakas, B. Reiser, L. Tian, J. Yin | |
| Confidence intervals for differences between volumes under ROC surfaces and generalized Youden indices | |
| CO0289: Y. Huang | |
| Identifying optimal biomarker combinations for treatment selection using data from randomized controlled trials |
| CO0306: T. Imaizumi | |
| A model based clustering for ordered categorical data | |
| CO0411: T. Kubota, H. Fujimiya, H.A. Torii | |
| Time series changes of the categorical data using the text data regarding radiation | |
| CO0404: Y. Takebayashi, T. Kubota, T. Hiroe | |
| Risk profiles for severe mental health difficulty: Classification and regression tree analysis | |
| CO0418: Y. Yamamoto, S. Yamada | |
| Visualization of cross tabulation by the association rules by using the correspondence analysis |
| Session CO061 | Room: Sala 5 |
| Recent developments in latent class analysis and its applications | Thursday 25.8.2016 14:45 - 16:15 |
| Chair: Mattis van den Bergh | Organizer: Mattis van den Bergh |
| CO0269: M. van den Bergh, J. Vermunt | |
| Latent class trees | |
| CO0284: E. Nagelkerke, D. Oberski, J. Vermunt | |
| Goodness-of-fit in multilevel latent class analysis | |
| CO0268: G. van Kollenburg, J. Mulder, J. Vermunt | |
| New resampling methods applied to latent class model fit assessment | |
| CO0224: R. Di Mari, J. Caccetta, M. Mezzetti | |
| Handling missing data with multiple imputation using LC models to investigate predictors of HPV infection |
| Session CC064 | Room: Sala 7 |
| Applied statistics and econometrics | Thursday 25.8.2016 14:45 - 16:15 |
| Chair: Peter Winker | Organizer: COMPSTAT |
| CC0434: P. Tillmann, J. Luedering | |
| Monetary policy on Twitter and its effect on asset prices: Evidence from computational text analysis | |
| CC0469: A. Perez Espartero, M. Prieto-Alaiz | |
| Measuring dependence between dimensions of welfare using multivariate Spearman's rho and other copula-based coefficients | |
| CC0414: A. Luoma, L. Koskinen, T. Salminen | |
| Joint modeling of inflation and real interest rate dynamics with application to equity-linked investment | |
| CC0172: E.S. Fianu | |
| Nonlinear dynamics and wavelet based analysis of crude oil prices |
| Session CC066 | Room: Sala 3 |
| Functional data analysis | Thursday 25.8.2016 14:45 - 16:15 |
| Chair: Ian McKeague | Organizer: COMPSTAT |
| CC0369: H. Nassar | |
| A consistent estimator of the smoothing operator in the functional Hodrick-Prescott filter | |
| CC0541: M. Takagishi, H. Yadohisa | |
| Registration method for functional data based on shape invariant model with $t$ distribution | |
| CC0215: R. Talska, A. Menafoglio, K. Hron, E. Fiserova, J. Machalova | |
| Functional regression analysis with compositional response | |
| CC0473: S. Rameseder, D. Liebl | |
| Partially and dependently observed functional data |
| Session CG009 | Room: Sala 4 |
| Analysis of spatial and temporal data | Thursday 25.8.2016 14:45 - 16:15 |
| Chair: Marc Genton | Organizer: COMPSTAT |
| CC0380: F. Ishioka, K. Kurihara | |
| Detection of space-time clusters for radiation data using spatial interpolation and scan statistics | |
| CC0401: W. Sakamoto | |
| Cluster detection of disease mapping data based on latent Gaussian Markov random field models | |
| CC0221: D. Martinetti, G. Geniaux | |
| ProbitSpatial R package: Fast and accurate spatial probit estimations | |
| CC0465: O. Kaiser, I. Horenko | |
| A framework for spatio-temporal regression analysis of extremes in a presence of missing covariates |
| Parallel session M: COMPSTAT | Thursday 25.8.2016 | 16:45 - 18:35 |
| CO0187: C. Happ, S. Greven | |
| Multivariate functional principal component analysis for data observed on different (dimensional) domains | |
| CO0206: T. Mrkvicka, M. Myllymaki, U. Hahn | |
| An ANOVA test for functional data with graphical interpretation | |
| CO0209: P. Rana Miguez, G. Aneiros-Perez, J. Vilar Fernandez, P. Vieu | |
| Bootstrap confidence intervals in semi-functional partial linear regression under dependence | |
| CO0291: M.C. Aguilera-Morillo, A.M. Aguilera | |
| Multi-classification of human body motions from acceleration curves | |
| CO0348: I. McKeague | |
| Reconstructing gradients from sparse functional data |
| Session CO093 | Room: Sala 2 |
| Survey sampling | Thursday 25.8.2016 16:45 - 18:35 |
| Chair: Alina Matei | Organizer: Alina Matei |
| CO0287: A. Matei, A. Grafstrom | |
| Coordination of spatial samples | |
| CO0181: M.D. Jimenez-Gamero, J.A. Mayor-Gallego, J.L. Moreno-Rebollo | |
| Estimation of the finite population distribution function using a global penalized calibration method | |
| CO0271: Y. Tille | |
| A systematic approach for choosing a sampling design | |
| CO0311: M.F. Marino, M.G. Ranalli, N. Salvati, M. Alfo | |
| Small area estimation: A nonparametric maximum likelihood approach | |
| CO0285: A. de Moliner, H. Cardot, C. Goga | |
| Estimation of total electricity consumption curves of small areas by sampling in a finite population. |
| Session CO104 | Room: Sala Camara |
| Tutorial 3 | Thursday 25.8.2016 16:45 - 18:35 |
| Chair: Alessandra Amendola | Organizer: COMPSTAT |
| CO0581: S. Pollock | |
| Band pass filtering and wavelets analysis |
| Session CC069 | Room: Sala 5 |
| Multivariate data analysis | Thursday 25.8.2016 16:45 - 18:35 |
| Chair: Christian Hennig | Organizer: COMPSTAT |
| CC0530: R. Zhang, H. Imai | |
| Affine invariant algorithms for nonnegative matrix and 3D tensor factorization | |
| CC0570: K. Bobecka | |
| The Matsumoto-Yor property on trees for matrix variates of different dimensions | |
| CC0488: T. Nishiyama, Y. Yamada, M. Hyodo | |
| Test for covariance structure for high-dimensional data under non-normality | |
| CC0220: J. Schulz, B.-W. Kim, S. Huckemann, S. Marron, S. Pizer, S. Jung | |
| Analysis of rotational deformations from directional data using a parametric and non-parametric approach | |
| CC0561: A. Archimbaud, A. Ruiz-Gazen, K. Nordhausen | |
| Components selection for multivariate outlier detection with ICS |
| Session CC072 | Room: Sala 7 |
| Time series | Thursday 25.8.2016 16:45 - 18:35 |
| Chair: Ana Perez Espartero | Organizer: COMPSTAT |
| CC0207: D. Hadouni, P. Bertrand | |
| Change point detection by filtered derivative with $p$-Value: Choice of the extra-parameters | |
| CC0441: M. Monteiro, I. Pereira, M. Scotto | |
| Modeling bivariate count series through dynamic factor models | |
| CC0533: M. Matilainen, C. Croux, K. Nordhausen, H. Oja | |
| Sliced inverse regression for time series | |
| CC0161: P. Winker, H. Luetkepohl, A. Staszewska-Bystrova | |
| Calculating joint confidence bands for impulse response functions using highest density regions | |
| CC0515: P. Canas Rodrigues, P. Tuy, R. Mahmoudvand | |
| Randomized singular spectrum analysis for long time series |
| Session CG015 | Room: Sala 4 |
| Mixture models | Thursday 25.8.2016 16:45 - 18:35 |
| Chair: Geoffrey McLachlan | Organizer: COMPSTAT |
| CC0388: A. Hitaj, F. Hubalek, L. Mercuri, E. Rroji | |
| On multivariate extensions of the Mixed Tempered Stable distribution | |
| CC0323: C. Keribin, V. Brault, M. Mariadassou | |
| Asymptotic normality of the maximum likelihood estimator for the latent block model | |
| CC0183: M. Ranalli, B. Lindsay, D. Hunter | |
| A classical invariance approach to the normal mixture problem | |
| CC0464: L. Wang, M. Dumitru, A. Mohammad-Djafari | |
| Accounting for the sparsity rate in prior selection in inverse problems via generalized Student$-t$ distribution |
| Session CG062 | Room: Sala 3 |
| Latent variable models | Thursday 25.8.2016 16:45 - 18:35 |
| Chair: Sara Taskinen | Organizer: COMPSTAT |
| CC0194: Z. Bakk | |
| Evaluation of the robustness of stepwise latent class estimators and a new two-stage estimator | |
| CC0427: K.C. Santos, J. de la Torre, E. Barrios | |
| Using forward search algorithm for person fit analysis in general cognitive diagnosis models | |
| CC0494: S. Cagnone, S. Bianconcini, D. Rizopoulos | |
| Approximate likelihood inference via dimension reduction in latent variable models for categorical data | |
| CC0440: B. Ozenne, K.K. Holst, E. Budtz-Jorgensen | |
| Penalized latent variable models | |
| CC0535: S. Taskinen, J. Niku, F. Hui, D. Warton | |
| Generalized linear latent variable models for analyzing multivariate abundance data |
| Parallel session N: COMPSTAT | Friday 26.8.2016 | 09:00 - 10:30 |
| Session CI079 | Room: Sala Camara |
| Algorithms for categorical data | Friday 26.8.2016 09:00 - 10:30 |
| Chair: Tamas Rudas | Organizer: Tamas Rudas |
| CI0270: T. Rudas, A. Klimova | |
| On variants of the iterative scaling algorithm | |
| CI0277: A. Forcina | |
| Mixed parametrization, IPF and fixed point algorithms in marginal models | |
| CI0310: L. La Rocca, A. Roverato | |
| A unified approach to marginal and conditional independencies of binary variables based on Moebius inversion |
| Session CO004 | Room: Sala 3 |
| Small area estimation | Friday 26.8.2016 09:00 - 10:30 |
| Chair: Domingo Morales | Organizer: Maria Dolores Ugarte, Domingo Morales |
| CO0275: I. Molina, D. Morales, Y. Marhuenda | |
| Poverty mapping in small areas under a two-fold nested error regression model | |
| CO0279: D. Morales, R. Benavent | |
| Multivariate area level models for small area estimation | |
| CO0314: M. Boubeta, M.J. Lombardia, D. Morales | |
| Estimating poverty indicators under area-level Poisson mixed models with SAR(1) domain effects | |
| CO0305: Y.C. MacNab | |
| On multidimensional Gaussian Markov random fields and Bayesian computation |
| CO0356: A. Amendola, V. Candila, G. Storti | |
| Combining multiple frequencies in multivariate volatility forecasting | |
| CO0472: C. Gatu, G.-E. Pascaru, E.J. Kontoghiorghes | |
| Genetic versus controlled approximate algorithms for regression model selection | |
| CO0579: M. Bogdan | |
| Predicting patient's response to the treatment based on high dimensional genetic data | |
| CO0177: I. Demetriou | |
| A characterization theorem for the least squares piecewise monotonic data fitting |
| Session CO095 | Room: Sala 1 |
| Recent contributions to robust mixture modelling | Friday 26.8.2016 09:00 - 10:30 |
| Chair: Francesca Greselin | Organizer: Francesca Greselin |
| CO0254: W. Yao, C. Yu, K. Chen | |
| Robust mixture modeling by mean shift parameters | |
| CO0351: G. Ritter | |
| Trimming in probabilistic clustering | |
| CO0567: R. Maitra | |
| Diagnostics in finite mixture models and model-based clustering |
| Session CG024 | Room: Sala 5 |
| Nonparametric regression | Friday 26.8.2016 09:00 - 10:30 |
| Chair: Giles Hooker | Organizer: COMPSTAT |
| CC0499: T. Loots, A. Bekker | |
| Towards the development of arc length regression | |
| CC0350: M. Pesta | |
| Shape constrained regression in Sobolev spaces and tests of isotonicity | |
| CC0302: D. Raguindin, E. Barrios, J.R. Lansangan | |
| Semiparametric probit model for high-dimensional clustered data | |
| CC0524: S.J. Yang, C. Heuchenne, I. Van Keilegom | |
| Two-step estimation for varying coefficient regression models with censored data |
| Session CG040 | Room: Sala 7 |
| Asymptotic theory | Friday 26.8.2016 09:00 - 10:30 |
| Chair: Maria Dolores Jimenez-Gamero | Organizer: COMPSTAT |
| CC0443: Z. Szkutnik, B. Cmiel, J. Wojdyla | |
| Asymptotic confidence bands in the Spektor-Lord-Willis problem | |
| CC0459: B. Cmiel, T. Ledwina | |
| Validation of positive expectation dependence | |
| CC0476: A. Ramos, M. Molina, M. Mota | |
| Some limit theorems in a two-sex branching model | |
| CC0486: N. Taneichi, Y. Sekiya, J. Toyama | |
| Improved $\phi$-divergence test statistics based on minimum $\phi^{*}$-divergence estimator for GLIMs of binary data |
| Session CG056 | Room: Sala 4 |
| Dynamic modelling | Friday 26.8.2016 09:00 - 10:30 |
| Chair: Casper Albers | Organizer: COMPSTAT |
| CC0248: J. Haslbeck, L. Waldorp | |
| Structure estimation for time-varying mixed graphical models in high-dimensional data | |
| CC0513: L. Waldorp, J. Kossakowski | |
| Dynamics of networks: The mean field approach to probabilistic cellular automata on random and small-world graphs | |
| CC0272: C. Albers, T. Krone, M. Timmerman, P. Kuppens | |
| Bayesian VAR-modeling: Unraveling emotion dynamics in multivariate, multisubject time series | |
| CC0497: J. Wang, S. Hosaka | |
| Bayesian prediction based on profile-reference data |
| Parallel session O: COMPSTAT | Friday 26.8.2016 | 11:00 - 12:05 |
| Session CO037 | Room: Sala 3 |
| Interval and distributional data in data science | Friday 26.8.2016 11:00 - 12:05 |
| Chair: Javier Arroyo | Organizer: Javier Arroyo, Antonio Irpino |
| CO0345: E. Cuvelier | |
| Joint similarity measures defined with quasi-arithmetic means | |
| CO0317: J. Arroyo, A. Irpino | |
| HistDAWass package: An R tool for forecasting histogram-valued data | |
| CC0492: K.-H. Kang, C. Park, Y. Jeon | |
| Improved scale-space analysis for interval-valued data |
| CO0308: V. Barbu | |
| Survival analysis for semi-Markov processes | |
| CO0360: S. Wilson, S. ORiordain | |
| Analysis of software bug data across version releases with application to optimal version release | |
| CC0249: M. Zenga, J.E. Ruiz-Castro, F. Domma | |
| The Dagum regression model in survival analysis |
| Session CO112 | Room: Sala 2 |
| CMStatistics session: Advances on computational statistics and data analysis II | Friday 26.8.2016 11:00 - 12:05 |
| Chair: Ori Davidov | Organizer: Erricos Kontoghiorghes |
| CC0529: A.B. Ramos-Guajardo, M.B. Ferraro | |
| A robust fuzzy clustering method for non-precise data based on trimmed regions | |
| CO0403: I. Gomes | |
| Non-reduced versus reduced-bias estimators of the extreme value index: Efficiency and robustness | |
| CO0164: K. Hron, P. Filzmoser, A. Gardlo | |
| Univariate analysis of compositional data using weighted balances |
| Session CG007 | Room: Sala 5 |
| Semiparametric regression | Friday 26.8.2016 11:00 - 12:05 |
| Chair: Fernando Quintana | Organizer: COMPSTAT |
| CC0233: J. Hambuckers, C. Heuchenne, O. Lopez | |
| A semiparametric model for generalized Pareto regressions based on a dimension reduction assumption | |
| CC0211: I.C. Ancog, E. Barrios, J.R. Lansangan | |
| Switching meta-regression model in high dimensional data | |
| CC0198: S. Geffray, N. Klutchnikoff, M. Vimond | |
| Illumination problems in digital images: A statistical point of view |
| Session CP001 | Room: Ground Hall |
| Poster session III | Friday 26.8.2016 11:00 - 12:05 |
| Chair: Francisco Torres-Ruiz | Organizer: COMPSTAT |