Research page of Hugo Maruri-Aguilar

 Hugo Maruri

Research interests:

Algebraic techniques in design of experiments, design and analysis of computer experiments. Other academic interests are likelihood-based inference and reliability.

Recent publications

Some papers below have links to pdf files. Email me if you are interested in other papers.

Refereed papers

  1. Vazquez-Montes, M.D.L.A., Debray, T.P.A., Taylor, K.S., Speich B., Jones, N., Collins, G.S., Hobbs, F.D.R.R., Magriplis, E., Maruri-Aguilar, H. et al. (2020). UMBRELLA protocol: systematic reviews of multivariable biomarker prognostic models developed to predict clinical outcomes in patients with heart failure. Diagn Progn Res vol. 4. link
  2. Rodriguez-Algarra, F., Sturm, B.L., Maruri-Aguilar, H. (2016). Analysing scattering-based music content analysis systems: Where's the music? Conference: 17th International Society for Music Information Retrieval Conference (ISMIR 2016)(New York, NY, USA) from: 07/08/2016 to: 11/08/2016. link
  3. Curtis, P.R., Maruri-Aguilar, H. (2016). Design for smooth models over complex regions. mODa 11. Contributions to Statistics. link
  4. Parker, B.M., Gilmour, S., Schormans, J., Maruri-Aguilar, H. (2015). Optimal design of measurements on queueing systems. Queueing Systems 79(3), 365-390.
  5. Boukouvalas, A., Sykes, P., Cornford, D., Maruri-Aguilar, H. (2014). Bayesian Precalibration of a Large Stochastic Microsimulation Model. IEEE Transactions of Intelligent Transportation Systems 15(3), 1337-1347.
  6. Boukouvalas, A., Gosling, J.P., Maruri-Aguilar, H. (2014). An efficient screening method for computer experiments. Technometrics 56(4), 422-431.
  7. Bates, R.A., Curtis, P.R., Maruri-Aguilar, H., Wynn. H.P. (2014). Optimal design for smooth supersaturated models. Journal of Statistical Planning and Inference 154, 3-11.
  8. Bates, R.A., Maruri-Aguilar, H., Wynn, H. (2014). Smooth supersaturated models. Journal of Statistical Computation and Simulation 84(11), 2453-2464.
  9. Maruri-Aguilar, H., Sáenz de Cabezón, E., Wynn, H. (2013). Alexander duality in experimental designs. Annals of the Institute of Statistical Mathematics 65, 667-686. link.springer.com/article/10.1007%2Fs10463-012-0390-9
  10. Coad, D. S., Maruri-Aguilar, H. (2013). Contribution to the discussion of 'Large covariance estimation by thresholding principal orthogonal complements' by J. Fan, Y. Liao and M. Mincheva. Journal of the Royal Statistical Society, Series B, 75, 2013, 660-661.
  11. Coad, D. S., Maruri-Aguilar, H. (2013). Contribution to the discussion of 'How to find an appropriate clustering for mixed type variables with application to socioeconomic stratification' by C. Hennig and T. F. Liao. Applied Statistics, 62, 2013, 346.
  12. Maruri-Aguilar, H. (2012) Contribution to the discussion of 'Optimum design of experiments for statistical inference' by Steven G. Gilmour and Luzia A. Trinca. Applied Statistics 61, 387. doi
  13. Maruri-Aguilar, H. Sáenz de Cabezón, E., Wynn, H. (2012). Betti numbers of polynomial hierarchical models for experimental designs. Annals of Mathematics and Artificial Intelligence. 64(4), 411-426. DOI: 10.1007/s10472-012-9295-9
  14. Berstein, Y., Maruri-Aguilar, H., Onn, S., Riccomagno, E., Wynn, H. (2010). Minimal average degree aberration and the state polytope for experimental designs. Annals of the Institute of Statistical Mathematics 62(4), 673-698. arXiv:0808.3055
  15. Maruri-Aguilar, H., Trandafir, C. (2010). Sequential barycentric interpolation. mODa 9. Contributions to Statistics 121-128. Preview from Springer website.
  16. Bates, R.A., Maruri-Aguilar, H., Riccomagno, E.M., Schwabe, R., Wynn, H.P. (2010). Self-avoiding generating sequences for Fourier lattice designs. (Proceedings of the Conference on Algebraic Methods in statistics and Probability II). Contemporary Mathematics 516,37-47. Preprint.
  17. Maruri-Aguilar, H., Vazquez-Montes, M. (2008). Statistics: a starting point. In Proceedings of the IV Symposium of Otopames Carr, D.C.W. (ed.). University of Guanajuato, Mexico (in Spanish).
  18. Maruri-Aguilar, H., Wynn, H. P. (2008). Generalized designs. In Algebraic and Geometric Methods in Statistics Gibilisco, P., Riccomagno, E., Rogantin, M.P. and Wynn, H.P. (eds.) (Cambridge University Press, Cambridge). Preprint.
  19. Pistone, G., Riccomagno, E., Rogantin, M.P. (2008). Algebraic statistics methods in DOE (with a contribution by Maruri-Aguilar, H.) In In search for optimality in optimization and statistics Pronzato, L. and Zhigljavsky, A. A. (eds.) (Springer- Verlag, Berlin).
  20. Lee, J., Maruri-Aguilar, H., Onn, S., Riccomagno, E., Weismantel, R., Wynn, H. (2008). Nonlinear matroid optimization and experimental design. SIAM Journal on Discrete Mathematics 22(3), 901-919. (arxiv:0707.4618)
  21. Maruri-Aguilar, H., Notari, R., Riccomagno, E. (2007). On the description and identifiability analysis of mixture designs. Statistica Sinica 17, 1417-1440. (Paper from S.S. site)
  22. Maruri-Aguilar, H., Riccomagno, E. (2007). A note on mixture experiments with process variables. mODa 8. Contributions to Statistics, 107-114.
  23. Maruri-Aguilar, H. (2006). Universal Groebner bases for designs of experiments. Rend. Istit. Mat. Univ. Trieste, 37(1-2): 95-119. (Paper from Rimut site)

Papers accepted for publication

Papers submitted

  1. Hu, S., Maruri-Aguilar, H., Ma, Z. (2021) Topological techniques in model selection. arxiv:1905.12269v1

Papers in preparation

  1. Sturm, B.L., Maruri-Aguilar, H. (2021). The AI music generation challenge 2020: Double Jigs in the style of O'Neill's "1001".
  2. Maruri-Aguilar, H., Lunagomez, S. (2021). Lasso for hierarchical polynomial models. arxiv:2001.07778
  3. Maruri-Aguilar, H., Wynn, H. (2021). The Hilbert series and modelling in sparse grids.
  4. Maruri-Aguilar, H., Wynn, H. (2021). On rational interpolation.

Research reports

  1. Maruri-Aguilar, H., Wynn, H. (2012). The algebraic method on experimental design. (MUCM report) (arXiv:1207.2968)
  2. Boukouvalas, A., Maruri-Aguilar, H., Wynn, H., Youssef, N. (2012). Design of computer experiments. (MUCM report)
  3. Maruri-Aguilar, H., Wynn, H. (2007). Smooth interpolation. Mathematisches Forschungsinstitut Oberwolfach report 50/2007: Reassessing the paradigms of statistical model-building, 3004-3007. (MFO website)
  4. Fenlon, J.S., Maruri-Aguilar, H., Riccomagno, E. (2005). Algebraic identifiability for fractional polynomial models. Research report 444, Department of Statistics, University of Warwick.

Recent talks

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MRC This page is maintained by Hugo Maruri-Aguilar. The views and opinions expressed in these pages are mine. The contents of these pages have not been reviewed or approved by Queen Mary, University of London.