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 Science
2023
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 14-04-20232021

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 22-10-20212020

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)
26-08-20202016

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.
01-01-20162015

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.
01-04-20152014

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.
01-01-20142013
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.
01-01-20132012
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.
01-01-20122010

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
Maruri-Aguilar H and Trandafir PC (2010).
Sequential Barycentric Interpolation. 01-01-2010
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.
01-01-20102009
Maruri-Aguilar H and Wynn HP (2009).
Generalised design: interpolation and statistical modelling over varieties. Algebraic and Geometric Methods in Statistics 159-174.
22-10-20092008

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.
01-01-20082007
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.
01-01-20072005
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