Publications
Publications/Presentations Book chapters
- A. Fussl, W.G. Müller, J. Rodríguez-Días, Exploratory designs for assessing spatial dependence, in Spatio-temporal Design : advances in efficient data aquisition, Jorge Mateu, W.G. Müller (Eds.), John Wiley & Sons. 2012.
- Jorge Mateu, W.G. Müller, Collecting Spatio-temporal Data, in Spatio-temporal Design : advances in efficient data aquisition, Jorge Mateu, W.G. Müller (Eds.), John Wiley & Sons. 2012.
- Hainy M., Müller W., Wynn H.: Learning Functions and Approximate Bayesian Computation Design: ABCD, in: Entropy, Volume 16, Number 8, Page(s) 4353-4374, 2014.
Journal papers
- S. Barana, K. Sikolyaa, M. Stehlík, On the optimal designs for the prediction of Ornstein–Uhlenbeck sheets, Statistics and Probability Letters 83 (2013) 1580-1587, Elsevier. (pdf preprint)
- Stehlík, M., López-Fidalgo, J., Casero-Alonso, V., Bukina, E., 2014. Robust integral compounding criteria for trend and correlation structures. Stochastic Environmental Research and Risk Assessment, online.
- W.G. Müller, L. Pronzato, J. Rendas, H. Waldl, Efficient Prediction Designs for Random Fields, accepted as a discussion paper in Applied Stochastic Models in Business and Industry, Wiley, 2014 (http://arxiv.org/pdf/1305.3104.pdf). Under revision.
- J.-M. Fédou, M.-J. Rendas, Equitable $(d,m)$-edge designs for Sensitivity Analysis, accepted for publication in Journal of Statistical Computation and Simulation, 2014. Under revision.
Conference/workshop papers
- B. Gauthier, L. Pronzato, M.-J. Rendas, An alternative for the computation of IMSE optimal designs of experiments, 7th Int. Workshop on Simulation, Rimini, 21-25 May 2013.
- J.-M. Fédou, G. Menez, L. Pronzato, M.-J. Rendas, Eficient OAT designs, STATISTISCHE WOCHE 2012, Vienne, Autriche, 18-21 September 2012. (slides of presentation)
- J.-M. Fédou, G. Menez, L. Pronzato, M.-J. Rendas, OAT designs for mixed effects, COMPUTING & STATISTICS (ERCIM 2012), Oviedo, Espagne, 1-3 December 2012. (slides of presentation)
- J.-M. Fédou, G. Menez, L. Pronzato, M.-J. Rendas, Revisiting Morris method: A polynomial algebra for design definition with increased efficiency and observability, « 7th International Conference on Sensitivity Analysis of Model Output » (SAMO), Nice, France, 1-4 July 2013. (pdf)
- M. Hainy, W.G. Müller, H. Wynn, Approximate Bayesian Computation Design (ABCD), an Introduction, mOda 10- Advances in Model-Ordiented Data Analysis and Optimum Design, 10-14 June 2013.
- W.G. Müller, H. Waldl, L. Pronzato, J. Rendas, Efficient prediction designs for random fields, « 7th International Conference on Sensitivity Analysis of Model Output » (SAMO), Nice, France, 1-4 July 2013. (pdf).
- W. Müller, L. Pronzato, M.-J. Rendas, H. Wald, Efficient Prediction Designs for Random Fields, 10th Conference on Geostatisics for Environmental Applications, Paris, July. 2014.
- C. Soto, M.-J. Rendas, Planning efficient paths for spatial field observation by an autonomous agent, 14th Annual Conference of ENBIS (European Network for Business and Industrial Statistics), Linz, Austria, September 2014.
- L. Pronzato, M.-J. Rendas, Bayesian Local Kriging, 14th Annual Conference of ENBIS (European Network for Business and Industrial Statistics), Linz, Austria, September 2014.
Submitted
- A. Boukouvalas, D. Cornford, M. Stehlík, "Optimal Design for Correlated processes with input-dependent noise", soumis à Computational Statistics and Data Analysis (2013).
- S. Baran, M. Stehlík, Optimal designs for parameters of shifted Ornstein-Uhlenbeck sheets measured on monotonic sets, soumis à Applied Stochastic Models in Business and Industry, (2013).
- M. Hainy, W.G. Müller, H. Wagner, Likelihood-free Simulation-based Optimal Design, (2013), IFAS Res. Paper 2013-64 (http://arxiv.org/pdf/1305.4273.pdf).
- B. Gauthier and L. Pronzato, "Spectral approximation of the IMSE Criterion for optimal designs in kernel-based interpolation models", 2013 (http://hal.archives-ouvertes.fr/hal-00913466).
- B. Gauthier and L. Pronzato, "Approximation of IMSE optimal designs via quadrature rules and spectral decomposition", 2014 (http://hal.archives-ouvertes.fr/hal-00936681).
- Perrone, E., Müller, W. G., Jun. 2014. Optimal designs for copula models. (http://arxiv.org/abs/1406.2933)
Unpublished manuscripts
- J.-M. Fédou, M.-J. Rendas, Equitable (d,m)-edge designs for Sensitivity Analysis.(http://arxiv.org/pdf/1307.1996.pdf)