Bouchra Nasri
- Professeure adjointe
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École de santé publique - Département de médecine sociale et préventive
7101, av. du Parc office 3109
Web : ResearchGate
Web : Page professionnelle (faculté,département,école)
Web : Google Scholar
Ingénieur d'État (eq. MSc)
2010
, Statistiques , INSEA (Maroc)
MSc
2013
, Eau et environnement, Statistiques , INRS-ETE (Canada)
PhD
2017
, Eau et environnement, Statistiques , INRS-ETE (Canada)
Postdoctorat
2020
, Statistiques , McGill et HEC (Canada)
Affiliations
Education Programs
- Health Sciences
Courses
- MSO6067 Régressions linéaire et logistique, et ANOVA
Expertises
Responsabilities and outreach Expand all Collapse all
Student supervision Expand all Collapse all
Cycle : Master's
Grade : M. Sc.
Research projects Expand all Collapse all
Dependence Modelling for Arbitrary Distributions Projet de recherche au Canada / 2021 - 2027
Dependence Modelling for Arbitrary Distributions Projet de recherche au Canada / 2021 - 2027
Epidemiological modelling of behavioural impact on Mpox mitigation strategies Projet de recherche au Canada / 2023 - 2026
Dependence modelling for arbitrary distributions Projet de recherche au Canada / 2021 - 2026
COHESION Study 2.0: COvid-19, HEalth and Social InteractiOn in Neighbourhoods Projet de recherche au Canada / 2023 - 2025
High-dimensional hierarchical models for infectious disease data Projet de recherche au Canada / 2023 - 2025
Surveillance en temps réel des risques des changements climatiques sur la santé publique Projet de recherche au Canada / 2021 - 2025
Surveillance en temps réel des risques des changements climatiques sur la santé publique Projet de recherche au Canada / 2021 - 2025
One Health Modelling Network for Emerging Infections //Project: #30: Credibility of various sources of data for use in models Projet de recherche au Canada / 2021 - 2024
One Health Modelling Network for Emerging Infections //Project #29: Inventory of data sources Projet de recherche au Canada / 2021 - 2024
Réseaux Mathematics for public health (MfPH) // CRM/MfPH postdoctoral fellowship for Dr. Ariel Mundo Ortiz Projet de recherche au Canada / 2021 - 2024
A multi-country comparison of COVID-19 response: Planning, implementation, and health system resilience Projet de recherche au Canada / 2020 - 2024
Réseaux Mathematics for public health (MfPH) // Integrative Modelling Projet de recherche au Canada / 2021 - 2023
Modèles de dépendance de séries temporelles en grandes dimensions Projet de recherche au Canada / 2020 - 2022
Publications Expand all Collapse all
- Articles scientifiques : https://www.bouchrarnasri.com/scientific-articles
- Logiciels : https://www.bouchrarnasri.com/r-packages
Soumis
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Sekkak, I. and Nasri, B. (2022+) An optimal control approach for public health interventions on an Epidemic-Viral model in deterministic and stochastic environments.
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Sekkak, J. D. Kong, M. El Fatini and B. Nasri. (2022+) Containing and managing an emerging disease outbreak: a stochastic modelling approach.
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Sekkak, I.*, Nasri, B., * and Rémillard, B.*, Kong, J., El Fatini, M. (2022+) Higher order perturbation and data analysis of an SIQR model with short- and long-term prophylaxis.
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Driss, B.*, El Fatini, M.*, El Hichamy, I*, Nasri, B*, Sekkak, I*. (2022+) Stochastic near-optimal control for an epidemic treatment model with relapse.
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Driss, B.*, El Fatini, M.*, El Hichamy, I*, Nasri, B*, Sekkak, I*. (2022+) Stochastic near-optimal control for an epidemic treatment model with relapse and reinfection incorporating Lévy processes.
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P. Krupskii, B.R. Nasri and B.N. Rémillard. (2022+) Copula-based mixed regression models.
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Nasri, B. R. , B. N. Rémillard, and M.Y. Thioub. (2022+) Goodness-of-fit tests and regime selection procedures for general autoregressive hidden Markov Models with covariates (application to COVID data).
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B. R. Nasri and B. N. Rémillard. (2022+) Semiparametric inference for copulas of arbitrary distributions.
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B. R. Nasri and B. N. Rémillard. (2022+) Copula-based dependence measures for arbitrary data.
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Gabet, S., Thierry, B., Wasfi, R., De Groh, M., Simonelli, G., Hudon, C., Lessard, L., Dubé, E., Nasri, B., Kestens, Y., Moullec, G. (2022+) How is the COVID-19 pandemic impacting our life, mental health, and well-being? Design and preliminary findings of the pan-Canadian longitudinal COHESION Study.
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Song , H., Ogden, N., Rees, E., Deng, Z., Nasri, B., Moyles, I., Jin, Z., Zhu, H. (2022+) Is there a risk of Chikungunya outbreak with autochthonous transmission in Ontario, Canada?
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K. Acharya, J. Romero-Leiton, J. Parmley, and B. Nasri. (2022+) An identification of the elements of models
on antimicrobial resistance of bacteria for assessing their usefulness and usability in One-Health
decision making: A protocol for scoping review. -
J. Romero-Leiton, K. Acharya, J. Parmley, J. Arino, and B. Nasri. (2022+) Modelling the transmission of
dengue, zika and chikungunya: a scoping review protocol. -
S. Boligarla, E. K. Elolo Laison, J. F. Li, R. Mahadevan, A. Ng, Y. Lin, M. Y. Thioub, B. Huang,
M. Hamza Ibrahim, and B. Nasri. (2022+) Leveraging Machine Learning Approaches for Predicting Potential
Lyme Disease Cases and Incidence Rates in United States Using Twitter. -
Y. Bodryzlova, B. Nasri, Y. Kestens, E. Bélanger, and G. Moullec. (2022+) Contributors to the positive
cognitive health of older adults.
Publiés
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Nasri, R.B. (2022). Test of serial dependence for multivariate time series with arbitrary distributions. Journal of Multivariate Analysis.
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Nasri BR, Remillard BN, Neslehova JG, Genest C: MixedIndTests: Tests of Randomness and Tests of Independence. https://cran.r-project.org/web/packages/MixedIndTests/index.html
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Driss, B.*, El Fatini, M.*, El Hichamy, I*, Nasri, B*, Sekkak, I*. (2022) Near-optimal stochastic control for radiotherapy treatment in a random cancer model. Systems and Control Letters.
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Csörgő M, Dwason D, Nasri BR, Rémillard BN . (2022) A review of empirical processes and its applications in probability and statistics: A random walk through empirical processes. Canadian Journal of Statistics.
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Rees EE, Avery BP, Carabin H, Carson CA, Champredon D, Dougherty B, Nasri BR, Ogden NH (2022). Effectiveness of non-pharmaceutical interventions to reduce SARS-CoV-2 transmission in Canada and their association with COVID-19 hospitalisation rates. Can Commun Dis Rep.
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Yuan, P., Aruffo, E., Ogden, N., Tan, Y., Gatov, E., Gournis, E., Collier, S., Nasri, B., Moyles, I., Li, Q., Zhu, H. (2022). School and community reopening during the COVID-19 pandemic: a mathematical modelling study. Royal Society Open Science.
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Nasri, R. B., B. R. Rémillard, and T. Bahraoui (2022). Change-point problems for multivariate time series using pseudo-observations. Journal of Multivariate Analysis, 187, 104857
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Nasri BR, Remillard BN : changepointTests: Change Point Tests for Joint Distributions and Copulas. https://cran.r-project.org/web/packages/changepointTests/changepointTests.pdf
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Nasri BR, Rémillard BN, Szyszkowicz B, Vaillancourt J. (2021). A conversation with Don Dawson. Statistical Science.
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Nasri, R. B., É. Boucher, L. Perreault, B. R. Rémillard, D. Huard, and A. Nicault (2020). Hydrological regime variability over the Quebec-Labrador peninsula (Canada) during the last centuries. Water Resources Research.
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Aubry-Wake, C., [...], B. R. Nasri, [...] (2020). A new flow for Canadian young hydrologists: Key scientific challenges addressed by research cultural shifts. Hydrological Processes.
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Nasri, B. R. (2020). On non-central squared copulas. Statistics and Probability Letters.
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Nasri, B.R. NCSCopula: Non-Central Squared Copula Models Estimation Version 1.0.1. https://cran.r-project.org/web/packages/NCSCopula/index.html
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Nasri, B. R. , B. N. Rémillard, and M.Y. Thioub (M.Sc. student) (2020) . Goodness-of-fit for regime-switching copula models with application to option pricing. Canadian Journal of Statistics.
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Nasri, B., and B. Rémillard (2019). Copula-based dynamic models for multivariate time series. Journal of Multivariate Analysis 172, 107-121.
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Nasri, B.R. and Thioub, M.Y (2019). GenHMM1d: Goodness-of-Fit for Univariate Hidden Markov Models Version 0.1.0. https://cran.r-project.org/web/packages/GenHMM1d/index.html
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Nasri, B.R., and B.N. Rémillard (2019). GaussianHMM1d: Inference, Goodness-of-Fit and Forecast for Univariate Gaussian Hidden Markov Models Version 1.0.1. https://cran.r-project.org/web/packages/GaussianHMM1d.
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Nasri, B., B. Rémillard, and T. Bouezmarni (2019). Semi-Parametric Copula-Based Models Under Non-Stationarity. Journal of Multivariate Analysis 173, 347-365.
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Rémillard, B., B. Nasri, and M. Ben Abdellatif (2018). Replication methods for financial indexes. In Innovations in Insurance, Risk and Asset Management, Aleksey Min, Matthias Scherer and Rudi Zagst editors, Springer Proceeding in Mathematics & Statistics.
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Thioub, M.Y., B. Nasri, R.Pieugueu and B. Rémillard (2018). HMMcopula: Markov regime switching copula models estimation and goodness of fit. https://cran.r-project.org/web/packages/HMMcopula/index.html.
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Nasri, B., T. Bouezmarni, A. St-Hilaire, and T.B.M.J. Ouarda (2017). Nonstationary hydrologic frequency analysis using B-Spline quantile regression. Journal of Hydrology 554, 532-544. PDF
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Rémillard, B., B. Nasri, and T. Bouezmarni (2017). On copula-based conditional quantile estimators. Statistics and Probability Letters 128, 14-20.
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Nasri, B., Y. Tramblay, S. El Adlouni, E. Hertig, and T.B.M.J. Ouarda (2016). Atmospheric predictors for annual maximum precipitation in North Africa. Journal of Applied Meteorology and Climatology 55:4, 1063-1076.
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Caron, A., P. Pannetier, M. Rosabal-Rodriguez, H. Budzinski, M. Lauzent, P. Labadie, B. Nasri, F. Pierron, M. Baudrimont, et P. Couture (2016). Organic and inorganic contamination impacts on metabolic capacities in American and European yellow eels. Canadian Journal of Fisheries and Aquatic Sciences.10.1139/cjfas-2015-0473.
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Nasri, B., S. El Adlouni, and T.B.M.J Ouarda (2013). Bayesian estimation for GEV-B-Spline model. Open Journal of Statistics 3:2, 118-128.
Communications Expand all Collapse all
Communications comme conférencière invitée.
- https://www.bouchrarnasri.com/talks
2023
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May 2023: The Collaborative Statistician: Learning the Tricks of the Trade. Biostatistics Section, Annual meeting of Statistical Society of Canada 2023.
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April 2023: Copulas methods and applications. The 12th Workshop on High-Dimensional Data Analysis (HDDA-XII) and The 10th Days of Econometrics for Finance.
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April 2023: Change-point problems for multivariate time series using pseudo-observations. The 12th Workshop on High-Dimensional Data Analysis (HDDA-XII) and The 10th Days of Econometrics for Finance.
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March 2023: Copula-based mixed regression models. Biostatistics Seminar. McGill U.
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March 2023: Goodness-of-fit tests and regime selection procedures for general autoregressive hidden Markov Models with covariates. Statistics Seminar. Alberta U.
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February 2023: Artificial Intelligence in health sciences. 2nd edition of the International Conference on Artificial Intelligence \& Industrial Applications A2IA'2022, Meknes (Morocco) (hybrid). (Keynote Speaker)
2022
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December 2022: Spatio-temporel modelling. Computational and Methodological Statistics (CMStatistics 2022), London (UK).
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December 2022: Artificial Intelligence for Infectious diseases. Sanofi lecture series.
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November 2022: Panel discussion. China-Canada Symposium on Modelling, Prevention and Control of Zoonoses, China.
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November 2022: Artificial Intelligence for Infectious diseases. China-Canada Symposium on Modelling, Prevention and Control of Zoonoses, China.
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November 2022: Non-central squared copulas: Properties and applications. Melbourne U, Melbourne (Australie).
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October 2022: Artificial Intelligence for Infectious diseases. Symposium on Machine Learning and Data Modelling in the Biomedical Sciences (York University).
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August 2022: 1st International Conference of CSDA \& EcoSta Workshop on Statistical Data Science, Bologna (Italy). Title: Non-central squared copulas: Properties and applications.
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August 2022: The 2022 joint Statistical meeting. Washington, DC. A random walk through empirical processes.
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June 2022: Annual Meeting of the Canadian Mathematical Society. St-John's (Canada). Test of serial dependence for multivariate time series with arbitrary distributions.
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June 2022: 5th International Conference on Econometrics and Statistics (EcoSta 2022), Japan. Title: Spatio-temporal modelling of infectious diseases dynamics
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May 2022: Annual Meeting of the Statistical Society of Canada, Online Title: Change-point problems for multivariate time series using pseudo-observations.
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April 2022: ESPUM, Montreal. Midi-Causerie - L'utilisation des réseaux sociaux pour la surveillance de maladies infectieuses
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Mars 2022: Seminar at StatScale seminar (Cambridge U and Lancaster U). Title: Change-point problems for multivariate time series using pseudo-observations.
2021
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December 2021: 14th International Conference of the ERCIM WG Computational and Methodological statistics (CMstatistics 2021), London (UK). Title: est of serial dependence for multivariate time series with arbitrary distributions.
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November 2021: 2021 AI/MDRS CMDO. Title: Social media & Covid-19 pandemic
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November 2021: CANSSI Showcase: EDI Townhall (CANSSI & SSC). Title: The SSC-EDI committee, role and goals
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October 2021: StatLab, CRM. Title: Test of serial dependence for multivariate time series with arbitrary distributions
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September 2021: Seminar at University of Toronto, Toronto. Title: Non-central squared copulas: Properties and applications.
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September 2021: 2021 Mathematics-Tianyuan China-Canada Symposium on Modelling, Prevention, and Control of Infectious Diseases, Online, China. Title: School and community reopening during the COVID-19 pandemic: a mathematical modelling study.
2020
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October 2020: Seminar at Sherbrooke University, Sherbrooke. Title: Non-central squared copulas: Properties and applications.
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June 2020 : Table ronde sur La santé à l'heure des changements climatiques. Forum de la rel ve tudiante pour la sant au Québec (FRESQue), Montréal.
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February 2020: Seminar at McGill University, Montréal. Title: Non-central squared copulas: Properties and applications.
2019
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December 2019: 12th International Conference of the ERCIM WG Computational and Methodological statistics (CMstatistics 2019), London (UK). Title: Copula-based dynamic models for multivariate time series.
2018
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September 2018: Seminar at Windsor University, Windsor. Title: Copula-based nonstationary conditional quantiles.
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June 2018: Annual Meeting of the Statistical Society of Canada, Montréal. Title: Non-parametric change point problems using multipliers.
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February 2018: Seminar at GERAD, Montréal. Title: copula-based non-stationary conditional quantiles.
2017
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December 2017: 10th International Conference of the ERCIM WG Computational and Methodological statistics (CMstatistics 2017), London (UK). Title: Nonstationary copula-based conditional quantile approach.
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October 2017: Seminar at Université Laval, Québec. Title: Nonstationary copula-based conditional quantile approach.
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July 2017: 61st International Statistical Institute, Marrakech (Morocco). Title: On copula-based conditional quantile estimators.
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July 2017: 4th days of Econometrics for Finance, Rabat (Morocco). Title: On copula-based conditional quantile estimators.
2015
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November 2015: Seminar at Université de Sherbrooke, Sherbrooke. Title: Copula-based quantile estimation and inference.
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March 2015: Annual meeting of Les filles et les sciences, Qu\'ebec. Title: Promotion of statistics, statistically probable.
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February 2015: Interview for Futur simple-Radio 89.1, Qu\'ebec. Discussion on extremes events in statistics (30 min).
2013
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November 2013: Statistics. Pedagogical day at Cegep de Ste-Foy, discovering exciting professions in the field of numbers.
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