Dr Hugo Maruri-Aguilar

Hugo Maruri-Aguilar

Lecturer in Statistics

School of Mathematical Sciences
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

solid heart iconPublications of specific relevance to the Centre for Probability, Statistics and Data Science

2023

Relevant Publicationtopological techniques in model selection
Maruri-Aguilar H, HU S and MA Z
Journal of Algebraic Statistics, New York Business Global, Maryland, Uk vol. 13 (1), 41-56.  
04-05-2023
Relevant PublicationSparse polynomial prediction
Maruri-Aguilar H and Henry W
Statistical Papers, Springer 
14-04-2023

2021

Relevant PublicationThe Ai Music Generation Challenge 2020: Double Jigs in the Style of O'Neill's ``1001''
Sturm B and Maruri-Aguilar H
Journal of Creative Music Systems 
22-10-2021

2020

Relevant PublicationUMBRELLA protocol: systematic reviews of multivariable biomarker prognostic models developed to predict clinical outcomes in patients with heart failure
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
Diagnostic and Prognostic Research, Springer Nature vol. 4 (1) 
26-08-2020

2016

Relevant PublicationAnalysing Scattering-Based Music Content Analysis Systems: Where's the Music?
RODRIGUEZ ALGARRA F, Sturm BL and Maruri-Aguilar H
17th International Society for Music Information Retrieval Conference (ISMIR 2016) New York, NY, USA 7 Aug 2016 - 11 Aug 2016
07-08-2016
Relevant PublicationDesign for smooth models over complex regions
MARURI-AGUILAR H and Curtis P
In Moda 11 - Advances in Model-Oriented Design and Analysis, Springer International Publishing, Editors: Kunert J, Muller CH and Atkinson AC. 71-78.  
01-01-2016

2015

Relevant PublicationOptimal design of measurements on queueing systems
Parker BM, Gilmour S, Schormans J and Maruri-Aguilar H
Queueing Systems, Springer Us vol. 79 (3-4), 365-390.  
01-04-2015

2014

Relevant PublicationAn Efficient Screening Method for Computer Experiments
Boukouvalas A, Gosling JP and Maruri-Aguilar H
Technometrics, Taylor & Francis vol. 56 (4), 422-431.  
02-10-2014
Relevant PublicationBayesian Precalibration of a Large Stochastic Microsimulation Model
Boukouvalas A, Sykes P, Cornford D and Maruri-Aguilar H
Ieee Transactions On Intelligent Transportation Systems vol. 15 (3), 1337-1347.  
01-01-2014
Relevant PublicationSmooth supersaturated models
Bates RA, Maruri-Aguilar H and Wynn HP
Journal of Statistical Computation and Simulation vol. 84 (11), 2453-2464.  
01-01-2014
Relevant PublicationOptimal design for smooth supersaturated models
Bates RA, Curtis PR, Maruri-Aguilar H and Wynn HP
Journal of Statistical Planning and Inference vol. 154, 3-11.  
01-01-2014

2013

Relevant PublicationAlexander duality in experimental designs
Maruri-Aguilar H, Saenz-de-Cabezon E and Wynn HP
Annals of The Institute of Statistical Mathematics vol. 65 (4), 667-686.  
01-01-2013

2012

Relevant PublicationBetti numbers of polynomial hierarchical models for experimental designs
Maruri-Aguilar H, Saenz-de-Cabezon E and Wynn HP
Annals of Mathematics and Artificial Intelligence vol. 64 (4), 411-426.  
01-01-2012
Relevant PublicationOptimum design of experiments for statistical inference Discussion
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.
Journal of The Royal Statistical Society Series C-Applied Statistics vol. 61, 369-401.  
01-01-2012

2010

Relevant PublicationMinimal average degree aberration and the state polytope for experimental designs
Berstein Y, Maruri-Aguilar H, Onn S, Riccomagno E and Wynn H
Ann I Stat Math vol. 62 (4), 673-698.  
01-08-2010
Relevant PublicationSequential Barycentric Interpolation
Maruri-Aguilar H and Trandafir PC
 
01-01-2010
Relevant PublicationSelf-avoiding Generating Sequences for Fourier Lattice Designs
Bates RA, Maruri-Aguilar H, Riccomagno E, Schwabe R and Wynn HP
, Editors: Viana MAG and Wynn HP. 
01-01-2010

2009

Relevant PublicationGeneralised design: interpolation and statistical modelling over varieties
Maruri-Aguilar H and Wynn HP
In Algebraic and Geometric Methods in Statistics, Cambridge University Press 159-174.  
22-10-2009

2008

Relevant PublicationNonlinear matroid optimization and experimental design
Berstein Y, Lee J, Maruri-Aguilar H, Onn S, Riccomagno E, Weismantel R and Wynn H
Siam J Discrete Math vol. 22 (3), 901-919.  
01-01-2008

2007

Relevant PublicationOn the description and identifiability analysis of experiments with mixtures
Maruri-Aguilar H, Notari R and Riccomagno E
Stat Sinica vol. 17 (4), 1417-1440.  
01-10-2007
Relevant PublicationA model selection algorithm for mixture experiments including process variables
Maruri-Aguilar H and Riccomagno E
, Editors: LopezFidalgo JL, RodriguezDiaz JM and Torsney B. 
01-01-2007

2005

bullet iconUniversal Gröbner bases for designs of experiments
Maruri-Aguilar H
Rendiconti Dell'Istituto Di Matematica Dell'Universita Di Trieste, Istituto Di Matematica, Universita Di Trieste vol. 37 (1-2), 95-119.  
01-11-2005