Dr Hugo Maruri-Aguilar
Lecturer in Statistics
School of Mathematical Sciences
Queen Mary University of London
Queen Mary University of London
Research
Lasso, Algebraic statistics, Computer experiments
Interests
I am interested in the analysis of data using likelihood and penalised likelihood techniques; I have also contributed to the development of theory of design of experiments using algebraic techniques. I have also an interest in the development of emulators for computer experiments using basic, reliable polynomial models that are regularizes by smoothness.Publications
Publications of specific relevance to the Centre for Probability, Statistics and Data Science2023
Maruri-Aguilar H, HU S and MA Z (2023). topological techniques in model selection. Journal of Algebraic Statistics, New York Business Global, Maryland, UK vol. 13 (1), 41-56. 04-05-2023
Maruri-Aguilar H and Henry W (2023). Sparse polynomial prediction. Statistical Papers, Springer 14-04-2023
2021
Sturm B and Maruri-Aguilar H (2021). The Ai Music Generation Challenge 2020: Double Jigs in the Style of O'Neill's ``1001''. Journal of Creative Music Systems 22-10-2021
2020
Vazquez-Montes MDLA, Debray TPA, Taylor KS, Speich B, Jones N, Collins GS, Hobbs FDRR, Magriplis E, Maruri-Aguilar H, Moons KGM, Parissis J, Perera R, Roberts N, Taylor CJ, Kadoglou NPE and Trivella M (2020). UMBRELLA protocol: systematic reviews of multivariable biomarker prognostic models developed to predict clinical outcomes in patients with heart failure. Diagnostic and Prognostic Research, Springer Nature vol. 4 (1) 26-08-2020
2016
RODRIGUEZ ALGARRA F, Sturm BL and Maruri-Aguilar H (2016). Analysing Scattering-Based Music Content Analysis Systems: Where's the Music? 17th International Society for Music Information Retrieval Conference (ISMIR 2016) New York, NY, USA 7 Aug 2016 - 11 Aug 2016. 07-08-2016
MARURI-AGUILAR H and Curtis P (2016). Design for smooth models over complex
regions. mODa 11 - Advances in Model-Oriented Design and Analysis , Editors: Kunert J, Muller CH and Atkinson AC. 71-78. 01-01-2016
2015
Parker BM, Gilmour S, Schormans J and Maruri-Aguilar H (2015). Optimal design of measurements on queueing systems. QUEUEING SYSTEMS, Springer US vol. 79 (3-4), 365-390. 01-04-2015
2014
Boukouvalas A, Gosling JP and Maruri-Aguilar H (2014). An Efficient Screening Method for Computer Experiments. Technometrics, Taylor & Francis vol. 56 (4), 422-431. 02-10-2014
Boukouvalas A, Sykes P, Cornford D and Maruri-Aguilar H (2014). Bayesian Precalibration of a Large Stochastic Microsimulation Model. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS vol. 15 (3), 1337-1347. 01-01-2014
Bates RA, Maruri-Aguilar H and Wynn HP (2014). Smooth supersaturated models. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION vol. 84 (11), 2453-2464. 01-01-2014
Bates RA, Curtis PR, Maruri-Aguilar H and Wynn HP (2014). Optimal design for smooth supersaturated models. JOURNAL OF STATISTICAL PLANNING AND INFERENCE vol. 154, 3-11. 01-01-2014
2013
Maruri-Aguilar H, Saenz-de-Cabezon E and Wynn HP (2013). Alexander duality in experimental designs. ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS vol. 65 (4), 667-686. 01-01-2013
2012
Maruri-Aguilar H, Saenz-de-Cabezon E and Wynn HP (2012). Betti numbers of polynomial hierarchical models for experimental designs. ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE vol. 64 (4), 411-426. 01-01-2012
Atkinson AC, Vandebroek M, Berger MPF, Morgan JP, Bailey RA, Waite T, Woods D, Stone M, Critchley F, Ridout M, Torsney B, Anderson-Cook CM, Lu L, Boukouvalas A, Cornford D, Brien C, Ceyhan E, Chatfield MJ, Cox DR, Draper D, et al. (2012). Optimum design of experiments for statistical inference Discussion. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS vol. 61, 369-401. 01-01-2012
2010
Berstein Y, Maruri-Aguilar H, Onn S, Riccomagno E and Wynn H (2010). Minimal average degree aberration and the state polytope for experimental designs. ANN I STAT MATH vol. 62 (4), 673-698. 01-08-2010
Bates RA, Maruri-Aguilar H, Riccomagno E, Schwabe R and Wynn HP (2010). Self-avoiding Generating Sequences for Fourier Lattice Designs., Editors: Viana MAG and Wynn HP. 01-01-2010
2009
Maruri-Aguilar H and Wynn HP (2009). Generalised design: interpolation and statistical modelling over varieties. Algebraic and Geometric Methods in Statistics 159-174. 22-10-2009
2008
Berstein Y, Lee J, Maruri-Aguilar H, Onn S, Riccomagno E, Weismantel R and Wynn H (2008). Nonlinear matroid optimization and experimental design. SIAM J DISCRETE MATH vol. 22 (3), 901-919. 01-01-2008
2007
Maruri-Aguilar H, Notari R and Riccomagno E (2007). On the description and identifiability analysis of experiments with mixtures. STAT SINICA vol. 17 (4), 1417-1440. 01-10-2007
Maruri-Aguilar H and Riccomagno E (2007). A model selection algorithm for mixture experiments including process variables., Editors: LopezFidalgo JL, RodriguezDiaz JM and Torsney B. 01-01-2007
2005
Maruri-Aguilar H (2005). Universal Gröbner bases for designs of experiments. Rendiconti dell'Istituto di Matematica dell'Universita di Trieste, Istituto di matematica, Universita di Trieste vol. 37 (1-2), 95-119. 01-11-2005