Dr Miguel Juarez

School of Mathematical and Physical Sciences

Lecturer in Statistics

m.juarez@sheffield.ac.uk
I13, Hicks Building

Full contact details

Dr Miguel Juarez
School of Mathematical and Physical Sciences
I13
Hicks Building
Hounsfield Road
Sheffield
S3 7RH
Profile

Miguel obtained a PhD in Mathematical Sciences (Statistics) from Universidad de Valencia, Spain in 2004 with a dissertation in Objective Bayesian methods for point estimation and hypothesis testing.
From 2005-2008 he was a research fellow in the Statistics department at University of Warwick dealing with models for panel data that incorporate skewness and heavy tails.
In 2008 he moved to the Warwick Systems Biology Centre as a research fellow in Bayesian analysis of biological data, with a special emphasis in developing models for gene regulatory networks.

In 2010 he joined the School of Mathematics and Statistics as a lecturer in Statistics.

Research interests

Bayesian statistics. Hierarchical modelling for panel and longitudinal data. Image analysis for super-resolution microscopy. In silico augmented clinical trials

Publications

Show: Featured publications All publications

Journal articles

  • Sharpe J & Juárez MA (2023) . Communications in Statistics - Theory and Methods, 52(3), 523-542.
  • Kiagias D, Russo G, Sgroi G, Pappalardo F & Juárez MA (2021) . Frontiers in Medical Technology, 3.
  • Viceconti M, Juarez M, Curreli C, Pennisi M, Russo G & Pappalardo F (2020) . IEEE Journal of Biomedical and Health Informatics, 24(1), 4-13.
  • Barnett SF, Snape M, Hunter CN, Juárez MA & Cadby AJ (2017) . Scientific Reports, 7.

All publications

Journal articles

  • Buck CE & Juarez MA (2025) . Archaeometry, 67(S1), 31-48.
  • Sharpe J & Juárez MA (2023) . Communications in Statistics - Theory and Methods, 52(3), 523-542.
  • Kiagias D, Russo G, Sgroi G, Pappalardo F & Juárez MA (2021) . Frontiers in Medical Technology, 3.
  • Curreli C, Pappalardo F, Russo G, Pennisi M, Kiagias D, Juarez M & Viceconti M (2021) . International Journal for Numerical Methods in Biomedical Engineering, 37(7).
  • Juárez MA, Pennisi M, Russo G, Kiagias D, Curreli C, Viceconti M & Pappalardo F (2020) . BMC Bioinformatics, 21(S17).
  • Russo G, Sgroi G, Parasiliti Palumbo GA, Pennisi M, Juarez MA, Cardona P-J, Motta S, Walker KB, Fichera E, Viceconti M & Pappalardo F (2020) . BMC Bioinformatics, 21(S17).
  • Viceconti M, Juarez M, Curreli C, Pennisi M, Russo G & Pappalardo F (2020) . IEEE Journal of Biomedical and Health Informatics, 24(1), 4-13.
  • Alenazi A, Cox A, Juarez M, Lin W-Y & Walters K (2019) . Genetic Epidemiology, 43(6), 690-703.
  • Barnett SF, Snape M, Hunter CN, Juárez MA & Cadby AJ (2017) . Scientific Reports, 7.
  • Baker D, Hirst AJ, Gokhale PJ, Juarez MA, Williams S, Wheeler M, Bean K, Allison TF, Moore HD, Andrews PW & Barbaric I (2016) . Stem Cell Reports, 7(5), 998-1012.
  • Juárez MA & Steel MFJ (2010) . Journal of Applied Econometrics, 25(7), 1128-1154.
  • Morrissey ER, Juárez MA, Denby KJ & Burroughs NJ (2010) . Bioinformatics, 26(18), 2305-2312.
  • Nieselt K, Battke F, Herbig A, Bruheim P, Wentzel A, Jakobsen OM, Sletta H, Alam MT, Merlo ME, Moore J , Omara WAM et al (2010) . BMC GENOMICS, 11.
  • Juárez MA & Steel MFJ (2010) . Journal of Business and Economic Statistics, 28(1), 52-66.
  • Ferreira JTAS, Juárez MA & Steel MFJ (2008) . Bayesian Analysis, 3, 267-315.
  • Montana L, Magallanes J, Juarez M, Mason S, Narracott A, van Gemeren L, Wood S & Villa-Uriol M-C () EventBox: A novel visual encoding for interactive analysis of temporal and multivariate attributes in event sequences. IEEE Transactions on Visualization and Computer Graphics.
  • Morrissey ER, Juárez MA, Denby KJ & Burroughs NJ () Inferring the time-invariant topology of a non-linear sparse gene regulatory network using fully Bayesian spline autoregression. Biostatistics.

Book chapters

  • (2024) In Viceconti M & Emili L (Ed.) Springer Nature Switzerland
  • Viceconti M, Juárez M, Loewe A, Calvetti D, Somersalo E, Geris L, Horner M & De Cunha Maluf-Burgman M (2024) , Synthesis Lectures on Biomedical Engineering (pp. 9-23). Springer Nature Switzerland
  • Buck CE & Juárez MA (2020) Modelización bayesiana de radiocarbono para principiantes In Barceló JA & Morell B (Ed.), Métodos cronométricos en arqueología, prehistoria y paleontología (pp. 297-314). Madrid: Dextra Editorial.

Conference proceedings

  • Turner O, Morgan J, Sun Z, Juarez M, Villa-Uriol M-C, Tchkonia T, Kirkland JL, Griffin J, Bellantuono I & Wyld L (2024) Correlating frailty & senescence: a biomarker study. FUTURE ONCOLOGY, Vol. 20 (pp 17-18)
  • Pennisi M, Juarez MA, Russo G, Viceconti M & Pappalardo F (2020) . 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (pp 2163-2167). San Diego CA, USA, 18 November 2019 - 18 November 2019.
  • Russo G, Pappalardo F, Juarez MA, Pennisi M, Cardona PJ, Coler R, Fichera E & Viceconti M (2020) . 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). San Diego, CA, USA, 18 November 2019 - 18 November 2019.

Datasets

  • Cadby A, Barnett S, Snape M & Juarez M .

Preprints

  • Curreli C, Pappalardo F, Russo G, Pennisi M, Kiagias D, Juarez M, Viceconti M & . (2021) , arXiv.
  • Pennisi M, Juarez MA, Russo G, Viceconti M & Pappalardo F (2019) , arXiv.
  • Russo G, Pappalardo F, Juarez MA, Pennisi M, Cardona PJ, Coler R, Fichera E & Viceconti M (2019) , arXiv.
  • Viceconti M, Juárez MA, Curreli C, Pennisi M, Russo G & Pappalardo F (2019) , arXiv.
Research group

Mathematical and Statistical Modelling

Teaching activities
MAS2010Statistical Inference and Modelling

Links