Publications

Publications/Presentations       Book chapters

  1. 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.
  2. 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.
  3. 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

  1. 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)
  2. 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.
  3. 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.
  4. 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

  1. 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.
  2. 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)
  3. 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)
  4. 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)
  5. 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.
  6.  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).
  7. 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.
  8. 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.
  9. 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

  1. A. Boukouvalas, D. Cornford, M. Stehlík, "Optimal Design for Correlated processes with input-dependent noise", soumis à Computational Statistics and Data Analysis (2013).
  2. 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).
  3. 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).
  4. 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).
  5. B. Gauthier and L. Pronzato, "Approximation of IMSE optimal designs via quadrature rules and spectral decomposition", 2014 (http://hal.archives-ouvertes.fr/hal-00936681).
  6. Perrone, E., Müller, W. G., Jun. 2014. Optimal designs for copula models. (http://arxiv.org/abs/1406.2933)

Unpublished manuscripts

  1. J.-M. Fédou, M.-J. Rendas, Equitable (d,m)-edge designs for Sensitivity Analysis.(http://arxiv.org/pdf/1307.1996.pdf)