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Hire GIlles G.

France

USD 120 /hr

Creative data analyst with strong research and consultancy experience with biological, medical, industrial data

Profile Summary

Subject Matter Expertise

Services

Writing
Research
Consulting
Data & AI
Product Development

Writing Technical Writing

Research Market Research, User Research, Meta-Research, Feasibility Study, Fact Checking, Gap Analysis, Gray Literature Search, Systematic Literature Review, Secondary Data Collection

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-Non ML, Data Visualization, Big Data Analytics, Data Processing, Data Insights

Product Development Product Evaluation, Prototyping

Work Experience

Founder and Principal Scientist

Gilles Guillot Data Analytics Consulting

August 2020 - Present

Vice President Biostatistics

International Prevention Research Institute

March 2018 - September 2020

Professor and Research Group Leader

Technical University of Denmark

August 2009 - August 2015

Education

PhD Environmental Statistics

Université Grenoble Alpes

November 1995 - November 1998

MSC Geostatistics

Mines ParisTech

September 1994 - July 1995

Cadre de Gestion Statistique (BSc/MSc)

Ecole Nationale de la Statistique et de l'Administration Economique

September 1992 - July 1994

Certifications

Certification details not provided.

Publications

JOURNAL ARTICLE

Gilles Guillot, Jean-Baptiste Hanon, Miet De Baere, Camille de la Ferté, Sophie Roelandt, Yves Van der Stede, Brigitte Cay(2018). Serological monitoring on milk and serum samples in a BVD eradication program: A field study in Belgium showing antibody ELISA performances and epidemiological aspects . Preventive Veterinary Medicine. Elsevier {BV}

Hanon, JB, de Baere M., de la Fert{\'e} C., Roelandt S., Guillot G., van der Stede Y, Cay B(2018). Serological monitoring on milk and serum samples in a BVD eradication program: A field study in Belgium showing antibody ELISA performances and epidemiological aspects. Preventive veterinary medicine.

Guillot, Gilles(2017). Comparison of four methods of computing confidence intervals for a proportion. EFSA Technical note, Knowledge Junction. p. DOI--10.

Guillot, Gilles and Benoit, Pierre and Kinalis, Savvas and Bastardie, Fran{\c{c}}ois and Bartolino, Valerio(2017). Enhancing and comparing methods for the detection of fishing activity from Vessel Monitoring System data. arXiv preprint arXiv:1708.09663.

European Food Safety Authority (EFSA) and Buist, Harrie and Craig, Peter and Dewhurst, Ian and Hougaard Bennekou, Susanne and Kneuer, Carsten and Machera, Kyriaki and Pieper, Christina and Court Marques, Daniele and Guillot, Gilles and others(2017). Guidance on dermal absorption. EFSA Journal. 15. (6). p. e04873.

Buist, Harrie and Craig, Peter and Dewhurst, Ian and Bennekou, Susanne Hougaard and Kneuer, Carsten and Machera, Kyriaki and Pieper, Christina and Marques, Daniele Court and Guillot, Gilles and Chiusolo, Arianna(2017). Outcome of the public consultation on the draft EFSA Guidance on dermal absorption. EFSA Supporting Publications. 14. (6). Wiley-Blackwell

Lenzi, Amanda and Pinson, Pierre and Clemmensen, Line H and Guillot, Gilles(2017). Spatial models for probabilistic prediction of wind power with application to annual-average and high temporal resolution data. Stochastic environmental research and risk assessment. 31. (7). p. 1615--1631. Springer Berlin Heidelberg

Buist, Harrie and Craig, Peter and Dewhurst, Ian and Bennekou, Susanne Hougaard and Kneuer, Carsten and Machera, Kyriaki and Pieper, Christina and Marques, Daniele Court and Guillot, Gilles and Ruffo, Federica and others(2017). The revised EFSA guidance on dermal absorption for pesticides. Toxicology Letters. 280. p. S235. Elsevier

Fern{\'a}ndez, R and Schubert, M and Vargas-Vel{\'a}zquez, AM and Brownlow, A and V{\'\i}kingsson, GA and Siebert, U and Jensen, LF and {\O}ien, N and Wall, D and Rogan, E and others(2016). A genomewide catalogue of single nucleotide polymorphisms in white-beaked and Atlantic white-sided dolphins. Molecular ecology resources. 16. (1). p. 266--276.

(2016). A mechanistic model to assess risks to honeybee colonies from exposure to pesticides under different scenarios of combined stressors and factors. EFSA Journal. p. en1069.

EFSA Panel on Biological Hazards, Aidan Coffey, Birgit N{\o}rrung, Panagiotis Skandamis, Juan EvaristoSuarez, John Threlfall, Andrew Hart, Winy Messens, Elisa Aiassa, Fulvio Barizzone, Ana Garcia, GillesGuillot and Mirena Ivanova(2016). Evaluation of the safety and efficacy of ListexTMP100 forreduction of pathogens on different ready-to-eat (RTE)food products. EFSA Journal. 14. (8). p. e04565.

Guillot, Gilles(2016). Non-parametric confidence intervals for quantiles. EFSA Technical note, Knowledge Junction. p. DOI--10.

Guillot, Gilles and Santos, Filipe and Estoup, Arnaud and Guillot, Maintainer Gilles and RandomFields, Depends(2016). Package ‘Geneland’.

Guillot, Gilles and J{\'o}nsson, H{\'a}kon and Hinge, Antoine and Manchih, Nabil and Orlando, Ludovic(2015). Accurate continuous geographic assignment from low-to high-density SNP data. Bioinformatics. 32. (7). p. 1106--1108. Oxford University Press

Lenzi, Amanda and Guillot, Gilles and Pinson, Pierre(2015). A spatial model for the instantaneous estimation of wind power at a large number of unobserved sites. Procedia Environmental Sciences. 26. p. 131--134. Elsevier

Harrie Buist, Ian Dewhurst, Gilles Guillot, Susanne Hougaard Bennekou, Carsten Kneuer, Korinna Wend, Arianna Chiusolo, Federica Ruffo, Andrea Terron(2015). Assessment of new scientific studies on human in vitro dermal absorption. EFSA Journal. 13. (11). p. e4304.

Botta, Filippo and Eriksen, Casper and Fontaine, Micha{\"e}l C and Guillot, Gilles(2015). Enhanced computational methods for quantifying the effect of geographic and environmental isolation on genetic differentiation. Methods in Ecology and Evolution. 6. (11). p. 1270--1277.

Bartolino, Valerio and Guillot, Gilles(2015). Patterns of trawling exploitation and the occurrence of hypoxia in the Baltic Sea. arxiv.

Botta, Filippo and Eriksen, Casper and Fontaine, Micha{\"e}l C and Guillot, Gilles(2015). Supplementary Information for Enhanced computational methods for quantifying the effect of environmental variation on genetic differentiation.

Smith, Steve and Brauer, Chris and Unmack, Peter and Guillot, Gilles and Bernatchez, Louis and Beheregaray, Luciano B(2015). Variation in adaptive resilience underscores differences in vulnerability to a changing environment for an ecologically important freshwater fish species.

Guillot, Gilles and Orlando, Ludovic(2014). Population Structure. Oxford Bibliographies. Oxford University Press

Guillot, Gilles and Vitalis, Renaud and le Rouzic, Arnaud and Gautier, Mathieu(2014). Detecting correlation between allele frequencies and environmental variables as a signature of selection. A fast computational approach for genome-wide studies. Spatial Statistics. 8. p. 145--155. Elsevier

Guillot, Gilles and Schilling, Ren{\'e} L and Porcu, Emilio and Bevilacqua, Moreno(2014). Validity of covariance models for the analysis of geographical variation. Methods in Ecology and Evolution. 5. (4). p. 329--335.

Guillot, Gilles and Rousset, Fran{\c{c}}ois(2013). Dismantling the Mantel tests. Methods in Ecology and Evolution. 4. (4). p. 336--344.

Mortier, Fr{\'e}d{\'e}ric and Rossi, Vivien and Guillot, Gilles and Gourlet-Fleury, Sylvie and Picard, Nicolas(2013). Population dynamics of species-rich ecosystems: the mixture of matrix population models approach. Methods in Ecology and Evolution. 4. (4). p. 316--326. Wiley/Blackwell (10.1111)

Guillot, Gilles and Vitalis, Renaud and le Rouzic, Arnaud and Gautier, Mathieu(2013). Spatial Statistics.

Guillot, Gilles and Renaud, Sabrina and Ledevin, Ronan and Michaux, Johan and Claude, Julien(2012). A unifying model for the analysis of phenotypic, genetic, and geographic data. Systematic biology. 61. (6). p. 897--911. Oxford University Press

Guillot, Gilles(2012). Detection of correlation between genotypes and environmental variables. A fast computational approach for genomewide studies. arXiv preprint arXiv:1206.0889.

Guillot, Gilles(2012). Population genetic and morphometric data analysis using R and the Geneland program.

Guillot, G, 2011, 'On the Informativeness of Dominant and Co-Dominant Genetic Markers for Bayesian Supervised Clustering', vol. 3, no. 1, pp. 7-12 .

Guillot, Gilles and Carpentier-Skandalis, Alexandra(2011). On the informativeness of dominant and co-dominant genetic markers for Bayesian supervised clustering. arXiv preprint arXiv:1112.2868.

Franck, Niclas and Gummesson, Anders and Jern{\aa}s, Margareta and Glad, Camilla and Svensson, Per-Arne and Guillot, Gilles and Rudemo, Mats and Nystr{\"o}m, Fredrik H and Carlsson, Lena MS and Olsson, Bob(2011). Identification of adipocyte genes regulated by caloric intake. The Journal of Clinical Endocrinology & Metabolism. 96. (2). p. E413--E418. Oxford University Press

Guillot, Gilles and Santos, Filipe and Estoup, Arnaud(2011). Population genetics analysis using R and the Geneland program.

Guillot, Gilles and Renaud, Sabrina and Ledevin, Ronan and Michaux, Johan and Claude, Julien(2011). Supporting material for: A Unifying Model for the Analysis of Phenotypic, Genetic and Geographic Data.

Guedj, Benjamin and Guillot, Gilles(2011). Estimating the location and shape of hybrid zones. Molecular Ecology Resources. 11. (6). p. 1119--1123. Blackwell Publishing Ltd Oxford, UK

Guillot, Gilles(2010). Geneland.

Olsson, B and Franck, N and Gummesson, A and Jern{\aa}s, M and Glad, C and Svensson, PA and Guillot, G and Rudemo, M and Nystr{\"o}m, F and Carlsson, L(2010). Identification of adipocyte genes regulated by caloric intake. Obesity Reviews. 11.

Franck, Niclas and Gummerson, Anders and Jernaas, Margareta and Glad, Camilla and Svensson, PA and Guillot, Gilles and Rudemo, Mats and Nystr{\"o}m, FH and Olsson, Bob and others(2010). Identification of adipose tissue genes regulated by caloric intake. Journal of Clinical Endocrinology & Metabolism.

Guillot, G., Loren, N., Rudemo, M.(2009). Bayesian spatial prediction of weed intensities from exact count data and image-based indices. Journal of the Royal Statistical Society. 58. p. 1-18.

GUILLOT, G, FOLL, M(2009). Correcting for ascertainment bias in the inference of population structure . BIOINFORMATICS. 25. (4). p. 552-554.

Guillot, G.(2009). Response to "Comment on the inference of spatial structure from population genetics data" . Bioinformatics. 25. p. 1805-1806.

Guillot, G.(2009). On the inference of spatial structure from population genetics data . Bioinformatics. 25. p. 1796-1801.

Guillot, G., Leblois, R., Coulon, A., Frantz, A.(2009). Statistical methods in spatial genetics . Molecular Ecology. 18. p. 4734-4756.

GUILLOT, G, SANTOS, F, ESTOUP, A(2008). Analysing georeferenced population genetics data with Geneland: a new algorithm to deal with null alleles and a friendly graphical user interface . BIOINFORMATICS. 24. (11). p. 1406-1407.

GUILLOT, G(2008). Inference of structure in subdivided populations at low levels of genetic differentiation-the correlated allele frequencies model revisited . BIOINFORMATICS. 24. (19). p. 2222-2228.

HANNELIUS, U, HANNELIUS, U, SALMELA, E, LAPPALAINEN, T, et al.(2008). Population substructure in Finland and Sweden revealed by the use of spatial coordinates and a small number of unlinked autosomal SNPs . BMC GENETICS. 9.

Ancelet, S., Guillot, G., François, O.(2007). Hidden Markov random fields and the genetic structure of Scandinavian brown bears populations. Revue de Statistique Appliquée. 148. p. 31-38.

GUILLOT, G, OLSSON, M, BENSON, M, et al.(2007). Discrimination and scoring using small sets of genes for two-sample microarray data . MATHEMATICAL BIOSCIENCES. 205. (2). p. 195-203.

GUILLOT, G, KAN-KING-YU, D, MICHELIN, J, et al.(2006). Inference of a hidden spatial tessellation from multivariate data: application to the delineation of homogeneous regions in an agricultural field . JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS. 55. p. 407-430.

FRANCOIS, O, ANCELET, S, GUILLOT, G(2006). Bayesian clustering using hidden Markov random fields in spatial population genetics . GENETICS. 174. (2). p. 805-816.

COULON, A, GUILLOT, G, COSSON, JF, et al.(2006). Genetic structure is influenced by landscape features: empirical evidence from a roe deer population . MOLECULAR ECOLOGY. 15. (6). p. 1669-1679.

BENSON, M, CARLSSON, L, GUILLOT, G, et al.(2006). A network-based analysis of allergen-challenged CD4+T cells from patients with allergic rhinitis . GENES AND IMMUNITY. 7. (6). p. 514-521.

GUILLOT, G, ESTOUP, A, MORTIER, F, et al.(2005). A spatial statistical model for landscape genetics . GENETICS. 170. (3). p. 1261-1280.

GUILLOT, G, MORTIER, F, ESTOUP, A(2005). GENELAND: a computer package for landscape genetics . MOLECULAR ECOLOGY NOTES. 5. (3). p. 712-715.

ONIBON, H, LEBEL, T, AFOUDA, A, et al.(2004). Gibbs sampling for conditional spatial disaggregation of rain fields . WATER RESOURCES RESEARCH. 40. (8).

Guillot, G & Lebel, T, 1999, 'Disaggregation of Sahelian mesoscale convective system rain fields: Further developments and validation', vol. 104, no. D24, p. 31533 .

GUILLOT, G(1999). Approximation of Sahelian rainfall fields with meta-Gaussian random functions - Part 1: model definition and methodology . STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 13. (1-2). p. 100-112.

GUILLOT, G, LEBEL, T(1999). Approximation of Sahelian rainfall fields with meta-Gaussian random functions - Part 2: parameter estimation and comparison to data . STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 13. (1-2). p. 113-130.

GUILLOT, G & SANTOS, F, 2009, 'A computer program to simulate multilocus genotype data with spatially autocorrelated allele frequencies', vol. 9, no. 4, pp. 1112-1120 .

Guillot, G, Olsson, M, Benson, M & Rudemo, M, 2007, 'Discrimination and scoring using small sets of genes for two-sample microarray data', vol. 205, no. 2, pp. 195-203 .

Guillot, G, Kan-King-Yu, D, Michelin, J & Huet, P, 2006, 'Inference of a hidden spatial tessellation from multivariate data: application to the delineation of homogeneous regions in an agricultural field', vol. 55, no. 3, pp. 407-430 .

Spatial models for probabilistic prediction of wind power with application to annual-average and high temporal resolution data .

GUILLOT, G, LEBLOIS, R, COULON, A & FRANTZ, A, 2009, 'Statistical methods in spatial genetics', vol. 18, no. 23, pp. 4734-4756 .

Guillot, G, Rousset, F & Harmon, L, 2013, 'Dismantling the Mantel tests', pp. n/a-n/a .

GUEDJ, B & GUILLOT, G, 2011, 'Estimating the location and shape of hybrid zones', vol. 11, no. 6, pp. 1119-1123 .

GUILLOT, G, MORTIER, F & ESTOUP, A, 2005, 'Geneland: a computer package for landscape genetics', vol. 5, no. 3, pp. 712-715 .

GUILLOT, G & SANTOS, F, 2010, 'Using AFLP markers and the Geneland program for the inference of population genetic structure', vol. 10, no. 6, pp. 1082-1084 .

BOOK CHAPTER

Guillot, Gilles and Wasser, Samuel and Stephens, Matthew(2014). Les éléphants en danger. Brèves de maths: Mathématiques pour la planète terre. Nouveau Monde {\'e}ditions

Guillot, G., Coulrault, D., Bruchou, C.(2003). Interpolation of rainfall at small scale in a Mediterranean region : relation between rainfall and altitude within a simple space-time model. Geostatistics for environmental applications. 13. p. 379-389.

Guillot, G., Senoussi, R., Monestiez, P.(2001). A positive definite estimator of the non-stationary covariance of random fields . Geostatistics for environmental applications. 11. p. 333-344.

CONFERENCE PAPER

Guillot, Gilles(2012). Integrating genetic, phenotypic and geographic data in ecologcial and evolutionary studies: The spatial mixture approach. ISBA 2012 World Meeting.

Guillot, Gilles and Rousset, Francois(2012). On the simple and partial Mantel tests with spatial data. 9th French-Danish workshop in Spatial Statistics and Image Analysis in Biology.

Guillot, Gilles(2010). Clustering models in population genetics. 73 Annual Meeting of the Institute of Mathematical Statistics.

Guillot, Gilles(2010). Inferring spatial genetic structure. Trends in Biodoversity and Evolution.

ALLARD, D., GUILLOT, G.(2000). Clustering geostatistical data. Sixth Geostat Conference, Cape-Town South Africa April 2000. p. 49-63.

LEBEL, T., DELCLAUX, F., GUILLOT, G., et al.(2000). Désagrégation d'estimations pluviométriques obtenues sur des grandes mailles et utilisation en entrée d'un modèle hydrologique événementiel adapté aux particularités de l'environnement sahélien. Actes du colloque PNRH 2000, Grenoble. p. 109-113.