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 |
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 |
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 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 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 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 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 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 |
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 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 |
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 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: Eva Ceulemans, Katrijn Van Deun |
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 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 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.E. Galarza Morales, 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 |
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 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 |
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 |
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 |
Parallel session G: COMPSTAT | Wednesday 24.8.2016 | 11:00 - 12:50 |
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 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 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: Eva Ceulemans, Katrijn Van Deun |
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 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 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 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 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 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 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 |
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 |
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: Weng Kee Wong, Jesus Lopez-Fidalgo |
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 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 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: J. Buescu, 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 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 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 CO055 | Room: Sala 2 |
Spatial statistics and dynamic networks | Thursday 25.8.2016 11:00 - 12:05 |
Chair: Papa Ousmane Cisse | Organizer: Papa Ousmane Cisse, Dominique Guegan |
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 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 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 |
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 |
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 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 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 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 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 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 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 |
CO0356: A. Amendola, V. Candila, G. Storti | |
Combining multiple frequencies in multivariate volatility forecasting | |
CO0472: C. Gatu, G.-E. Pascaru, E. 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 CO004 | Room: Sala 3 |
Small area estimation | Friday 26.8.2016 09:00 - 10:30 |
Chair: Domingo Morales | Organizer: Domingo Morales, Maria Dolores Ugarte |
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 |
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 |
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 |
Parallel session O: COMPSTAT | Friday 26.8.2016 | 11:00 - 12:05 |
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 | |
CO0249: M. Zenga, J.E. Ruiz-Castro, F. Domma | |
The Dagum regression model in survival analysis |
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 |
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 |