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Aurélie Labbe

Professor,  Department of Decision Sciences


Aurélie Labbe

Contact information

HEC Montréal
3000, chemin de la Côte-Sainte-Catherine
Montréal (Québec)
Canada H3T 2A7

Email: aurelie.labbe@hec.ca
Phone: 514 340-3181
Secretary: 514 340-6472
Fax: 514 340-5634
Office: 4.821

Personal page

Education

  • Doctorat (statistique), University of Waterloo
  • Maîtrise (statistique), Université de Montréal
  • Licence (mathématiques appliquées et sciences sociales), Université Paris-Dauphine
  • Licence (mathématiques pures), Université Versailles-St Quentin

This publication selection covers the last five years.


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Journal articles (40)


STIPANCIC, Joshua, MIRANDA-MORENO, Luis, LABBE, Aurélie, SAUNIER, Nicolas; « Measuring and visualizing space–time congestion patterns in an urban road network using large-scale smartphone-collected GPS data », Transportation Letters: the International Journal of Transportation Research, 2019 (status : online).

SHOKOOHI, Farhad, STEPHENS, David A., BOURQUE, Guillaume, PASTINEN, Tomi, M.T. GREENWOOD, Celia, LABBE, Aurélie; « A hidden markov model for identifying differentially methylated sites in bisulfite sequencing data », Biometrics, vol. 75, no 1, 2019, p. 210-221.

STEIGER, Howard, BOOIJ, Linda, KAHAN, Esther, MCGREGOR, Kevin, THALER, Lea, FLETCHER, Émilie, LABBE, Aurélie, JOOBER, Ridha, ISRAEL, Mimi, SZYF, Moshe, AGELLON, Luis B., GAUVIN, Lise, ST-HILAIRE, Annie, ROSSI, Erika; « A longitudinal, epigenome-wide study of DNA methylation in anorexia nervosa: results in actively ill, partially weight-restored, long-term remitted and non-eating-disordered women », Journal of Psychiatry and Neuroscience, vol. 44, no 3, 2019, p. 205-213.

STIPANCIC, Joshua, MIRANDA-MORENO, Luis, SAUNIER, Nicolas, LABBE, Aurélie; « Network screening for large urban road networks: Using GPS data and surrogate measures to model crash frequency and severity », Accident Analysis & Prevention, vol. 125, 2019, p. 290-301.

JACQUES, Claudine, COURCHESNE, Valérie, S. MEILLEUR, Andrée-Anne, MINEAU, Suzanne, FERGUSON, Stephanie, COUSINEAU, Dominique, LABBE, Aurélie, DAWSON, Michelle, MOTTRON, Laurent; « What interests young autistic children? An exploratory study of object exploration and repetitive behavior », PLoS One, vol. 13, no 12, 2018, p. 1-17.

SENGUPTA, Sarojini, FOTOPOULOS, Nellie, DEVENYI, Gabriel A, FORTIER, Marie-Ève, TER-STEPANIAN, Marina, SAGLIKER, Saba, KARAMA, Sherif, CHAKRAVARTY, Mallar, LABBE, Aurélie, GRIZENKO, Natalie, JOOBER, Ridha; « Dissecting genetic cross-talk between ADHD and other neurodevelopmental disorders: Evidence from behavioural, pharmacological and brain imaging investigations », Psychiatry Research, vol. 269, 2018, p. 652-657.

VILLANDRÉ, Luc, LABBE, Aurélie, BRENNER, Bluma, ROGER, Michel, STEPHENS, David A.; « DM-PhyClus: a Bayesian phylogenetic algorithm for infectious disease transmission cluster inference », BMC Bioinformatics, vol. 19, no 324, 2018, p. 1-16.

STIPANCIC, Joshua, MIRANDA-MORENO, Luis, SAUNIER, Nicolas, LABBE, Aurélie; « Surrogate safety and network screening: Modelling crash frequency using GPS travel data and latent Gaussian Spatial Models », Accident Analysis & Prevention, vol. 120, 2018, p. 174-187.

PANA, Raluca, LABBE, Aurélie, DUBEAU, François, KOBAYASHI, Eliane; « Evaluation of the "non-epileptic" patient in a tertiary center epilepsy clinic », Epilepsy and behaviour, vol. 79, 2018, p. 100-105.

HUGUET, Guillaume, SCHRAMM, Catherine, DOUARD, Elise, JIANG, Lai, LABBE, Aurélie, TIHY, Frédérique, MATHONNET, Géraldine, NIZARD, Sonia, LEMYRE, Emmanuelle, MATHIEU, Alexandre, POLINE, Jean-Baptiste, LOTH, Eva, TORO, Roberto, SCHUMANN, Gunter, CONROD, Patricia, PAUSOVA, Zdenka, M.T. GREENWOOD, Celia, PAUS, Tomas, BOURGERON, Thomas, JACQUEMONT, Sébastien; « Measuring and Estimating the Effect Sizes of Copy Number Variants on General Intelligence in Community-Based Samples », JAMA Psychiatry, vol. 75, no 5, 2018, p. 447-457.

TURGEON, Maxime, OUALKACHA, Karim, CIAMPI, Antonio, MIFTAH, Hanane, DEHGHAN, Golsa, ZANKE, Brent W., LESSA BENEDET, Andréa, ROSA NETO, Pedro, M.T. GREENWOOD, Celia, LABBE, Aurélie; « Principal component of explained variance: An efficient and optimal data dimension reduction framework for association studies », Statistical Methods in Medical Research, vol. 27, no 5, 2018, p. 1331-1350.

LESSA BENEDET, Andréa, YU, Lei, LABBE, Aurélie, MATHOTAARACHCHI, Sulantha, PASCOAL, Tharick A., SHIN, Monica, KANG, Min Su, GAUTHIER, Serge, ROULEAU, Guy, POIRIER, Judes, BENNETT, David A., ROSA NETO, Pedro; « CYP2C19 variant mitigates Alzheimer disease pathophysiology in vivo and postmortem », Neurology : Genetics, vol. 4, no 1, 2018, p. 1-9.

FAGEERA, Weam, TRAICU, Alexandru, SENGUPTA, Sarojini, FORTIER, Marie-Ève, CHOUDHRY, Zia, LABBE, Aurélie, GRIZENKO, Natalie, JOOBER, Ridha; « Placebo response and its determinants in children with ADHD across multiple observers and settings: A randomized clinical trial », International Journal of Methods in Psychiatric Research, vol. 27, no 1, 2018, p. 1-10.

LABBE, Aurélie et al.; « A Novel Pro ling Method for Identifying Dierentially Methylated Sites in Bisul te Sequencing Data. », Biometrics, 2018 (status : accepted).

FAGEERA, Weam, SENGUPTA, Sarojini, LABBE, Aurélie, GRIZENKO, Natalie, JOOBER, Ridha; « DRD3 Gene and ADHD: A Pharmaco-Behavioural Genetic Study », NeuroMolecular Medicine, vol. 20, no 4, 2018, p. 515-524.


PASCOAL, Tharick A., MATHOTAARACHCHI, Sulantha, MOHADES, Sara, LESSA BENEDET, Andréa, CHUNG, Chang Oh, SHIN, Monica, WANG, Seqian, BEAUDRY, Thomas, KANG, Min Su, SOUCY, Jean-Paul, LABBE, Aurélie, GAUTHIER, Serge, ROSA NETO, Pedro; « Amyloid-β and hyperphosphorylated tau synergy drives metabolic decline in preclinical Alzheimer's disease », Molecular Psychiatry, vol. 22, no 2, 2017, p. 306-311.

O. HUANG, Lam, INFANTE-RIVARD, Claire, LABBE, Aurélie; « Analysis of case‑parent trios for imprinting effect using a loglinear model with adjustment for sex‑of‑parent‑specifc transmission ratio distortion », Human Genetics, vol. 136, no 8, 2017, p. 951-961.

PASCOAL, Tharick A., MATHOTAARACHCHI, Sulantha, SHIN, Monica, LESSA BENEDET, Andréa, MOHADES, Sara, WANG, Seqian, BEAUDRY, Thomas, KANG, Min Su, SOUCY, Jean-Paul, LABBE, Aurélie, GAUTHIER, Serge, ROSA NETO, Pedro; « Synergistic interaction between amyloid and tau predicts the progression to dementia », Alzheimer's and Dementia: The Journal of the Alzheimer's Association, vol. 13, no 6, 2017, p. 644-653.

FOREST, Marie, ITURRIA-MEDINA, Yasser, GOLDMAN, Jennifer S., KLEINMAN, Claudia L., LOVATO, Amanda, KLEIN OROS, Kathleen, EVANS, Alan, CIAMPI, Antonio, LABBE, Aurélie, M.T. GREENWOOD, Celia; « Gene networks show associations with seed region connectivity », Human Brain Mapping, vol. 38, no 6, 2017, p. 3126-3140.

MCGREGOR, Kevin, BERNATSKY, Sasha, COLMEGNA, Ines, HUDSON, Marie, PASTINEN, Tomi, LABBE, Aurélie, M.T. GREENWOOD, Celia; « An evaluation of methods correcting for cell-type heterogeneity in DNA methylation studies », Genome Biology, vol. 17, no 84, 2016.

BHATNAGAR, Sahir, M.T. GREENWOOD, Celia, LABBE, Aurélie; « Assessing transmission ratio distortion in extended families: a comparison of analysis methods », BMC Proceedings, vol. 10(Suppl 7), no 12, 2016, p. 197-202.

DUBOIS, Jonathan M., ROUSSET, Olivier, ROWLEY, Jared, PORRAS-BETANCOURT, Manuel, READER, Andrew, LABBE, Aurélie, MASSARWEH, Gassan, SOUCY, Jean-Paul, ROSA NETO, Pedro, KOBAYASHI, Eliane; « Characterization of age/sex and the regional distribution of mGluR5 availability in the healthy human brain measured by high-resolution [(11)C]ABP688 PET », European Journal of Nuclear Medicine and Molecular Imaging, vol. 43, no 1, 2016, p. 152-162.

DUCHARME, Simon, ALBAUGH, Matthew, NGUYEN, Tuong-Vi, HUDZIAK, James J, MATEOS PÉREZ, José María, LABBE, Aurélie, EVANS, Alan, KARAMA, Sherif; « Trajectories of cortical thickness maturation in normal brain development--The importance of quality control procedures », NeuroImage, vol. 125, 2016, p. 267-279.

KLEIN OROS, Kathleen, GRINEK, Stepan, BERNATSKY, Sasha, BOUCHARD, Luigi, CIAMPI, Antonio, COLMEGNA, Ines, FORTIN, Jean-Philippe, GAO, Long, HIVERT, Marie-France, HUDSON, Marie, KOBOR, Michael Steffen, LABBE, Aurélie, MACISAAC, Julie, MEANEY, Michael, MORIN, Alexander, O'DONNELL, Kieran, PASTINEN, Tomi, VAN IJZENDOORN, Marinus, VOISIN, Grégory, M.T. GREENWOOD, Celia; « funtooNorm: an R package for normalization of DNA methylation data when there are multiple cell or tissue types », Bioinformatics, vol. 32, no 4, 2016, p. 593-595.

VILLANDRÉ, Luc, STEPHENS, David A., LABBE, Aurélie, GÜNTHARD, Huldrych, KOUYOS, Roger, STADLER, Tanja; « Assessment of Overlap of Phylogenetic Transmission Clusters and Communities in Simple Sexual Contact Networks: Applications to HIV-1 », PLoS One, vol. 11, no 2, 2016.

STEIGER, Howard, THALER, Lea, GAUVIN, Lise, JOOBER, Ridha, LABBE, Aurélie, ISRAEL, Mimi, KUCER, Audrey; « Epistatic interactions involving DRD2, DRD4, and COMT polymorphisms and risk of substance abuse in women with binge-purge eating disturbances », Journal of Psychiatric Research, vol. 77, 2016, p. 8-14.

MATHOTAARACHCHI, Sulantha, WANG, Seqian, SHIN, Monica, PASCOAL, Tharick A., LESSA BENEDET, Andréa, KANG, Min Su, BEAUDRY, Thomas, FONOV, Vladimir S., GAUTHIER, Serge, LABBE, Aurélie, ROSA NETO, Pedro; « VoxelStats: A MATLAB Package for Multi-Modal Voxel-Wise Brain Image Analysis », Frontiers in Neuroinformatics, vol. 10, no 20, 2016.

O. HUANG, Lam, INFANTE-RIVARD, Claire, LABBE, Aurélie; « Analysis of Case-Parent Trios Using a Loglinear Model with Adjustment for Transmission Ratio Distortion », Frontiers in Genetics, vol. 7, 2016, p. 155-165.

DUCHARME, Simon, ALBAUGH, Matthew, NGUYEN, Tuong-Vi, HUDZIAK, James J, MATEOS PÉREZ, José María, LABBE, Aurélie, EVANS, Alan, KARAMA, Sherif; « Trajectories of cortical surface area and cortical volume maturation in normal brain development », Data in Brief, vol. 5, 2015, p. 929-938.

O’LOUGHLIN, Jennifer, SYLVESTRE, Marie-Pierre, LABBE, Aurélie, LOW, Nancy, ROY-GAGNON, Marie-Hélène, DUGAS, Erika, KARP, Igor, ENGERT, James; « Genetic Variants and Early Cigarette Smoking and Nicotine Dependence Phenotypes in Adolescents », PLoS One, vol. 9, no 12, 2015.

ROMDHANI, Hela, HWANG, Heungsun, PARADIS, Gilles, ROY-GAGNON, Marie-Hélène, LABBE, Aurélie; « Pathway-based association study of multiple candidate genes and multiple traits using structural equation models », Genetic Epidemiology, vol. 39, no 2, 2015, p. 101-113.

LUTZ, Pierre-Éric, ZHOU, Yi, LABBE, Aurélie, MECHAWAR, Naguib, TURECKI, Gustavo; « Decreased expression of nociceptin/orphanin FQ in the dorsal anterior cingulate cortex of suicides », European Neuropsychopharmacology, vol. 25, no 11, 2015, p. 2008-2014.

O’LOUGHLIN, Jennifer, DUGAS, Erika, BRUNET, Jennifer, DIFRANZA, Joseph, ENGERT, James, GERVAIS, André, GRAY-DONALD, Katherine, KARP, Igor, LOW, Nancy, SABISTON, Catherine, SYLVESTRE, Marie-Pierre, TYNDALE, Rachel, AUGER, Nathalie, BÉLANGER, Mathieu, BARNETT, Tracie, CHAITON, Michael, CHENOWETH, Meghan J., CONSTANTIN, Evelyn, CONTRERAS, Gisèle, KAKINAMI, Lisa, LABBE, Aurélie, MAXIMOVA, Katerina, MCMILLAN, Élizabeth, O'LOUGHLIN, Erin K, PABAYO, Roman, ROY-GAGNON, Marie-Hélène, TREMBLAY, Michèle, WELLMAN, Robert J., VAN HULST, Andraea, PARADIS, Gilles; « Cohort Profile: The Nicotine Dependence in Teens (NDIT) Study », International Journal of Epidemiology, vol. 44, no 5, 2015, p. 1537-1546.

LESSA BENEDET, Andréa, LABBE, Aurélie, LEMAY, Philippe, RIGON ZIMMER, Eduardo, PASCOAL, Tharick A., LEUZY, Antoine, MATHOTAARACHCHI, Sulantha, MOHADES, Sara, SHIN, Monica, DIONNE-LAPORTE, Alexandre, BEAUDRY, Thomas, PICARD, Cynthia, GAUTHIER, Serge, POIRIER, Judes, ROULEAU, Guy, ROSA NETO, Pedro; « Epistasis analysis links immune cascades and cerebral amyloidosis », Journal of Neuroinflammation, vol. 15, no 227, 2015.

FORTIN, Jean-Philippe, LABBE, Aurélie, LEMIRE, Mathieu, ZANKE, Brent W., HUDSON, Thomas J., FERTIG, Elana J., M.T. GREENWOOD, Celia, HANSEN, Kasper D.; « Functional normalization of 450k methylation array data improves replication in large cancer studies », Genome Biology, vol. 15, no 11, 2014, p. 503-.

PEDNEAULT, Maxime, LABBE, Aurélie, ROY-GAGNON, Marie-Hélène, LOW, Nancy, DUGAS, Erika, ENGERT, James, O’LOUGHLIN, Jennifer; « The association between CHRN genetic variants and dizziness at first inhalation of cigarette smoke », Addictive Behaviors, vol. 39, no 1, 2014, p. 316-320.

GAUTHIER, Serge, JIANPING, Jia, BELLEVILLE, Sylvie, DOUDET, Doris, HSIUNG, Ging-Yuek, LABBE, Aurélie, LI, Dan, QIN, Wei, ROSA NETO, Pedro, SADOVNICK, Dessa, SOUCY, Jean-Paul, WU, Liyong; « Canada-China Cohort Study of early-onset familial Alzheimer's disease », Alzheimer's and Dementia: The Journal of the Alzheimer's Association, vol. 9, no 4, 2013, p. 204-204.

MALARD, Lucile, KAKINAMI, Lisa, O’LOUGHLIN, Jennifer, ROY-GAGNON, Marie-Hélène, LABBE, Aurélie, PILOTE, Louise, HAMET, Pavel, TREMBLAY, Johanne, PARADIS, Gilles; « The association between the angiotensin-converting enzyme-2 gene and blood pressure in a cohort study of adolescents », BMC Medical Genetics, vol. 14, no 1, 2013, p. 117-.

IMHOLTE, Gregory, SCOTT-BOYER, Marie-Pier, LABBE, Aurélie, DESCHEPPER, Christian F., GOTTARDO, Raphael; « iBMQ: a R/Bioconductor package for integrated Bayesian modeling of eQTL data. », Bioinformatics, vol. 29, no 21, 2013, p. 2797-2798.

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Book chapters (3)


CUNNINGHAM, Erica, CIAMPI, Antonio, JOOBER, Ridha, LABBE, Aurélie; « Estimating and Correcting Optimism Bias in Multivariate PLS Regression: Application to the Study of the Association Between Single Nucleotide Polymorphisms and Multivariate Traits in Attention Deficit Hyperactivity Disorder », The Multiple Facets of Partial Least Squares and Related Methods, Springer, 2016, p. 103-113.

LABBE, Aurélie, O. HUANG, Lam, INFANTE-RIVARD, Claire; « Transmission Ratio Distortion: A Neglected Phenomenon with Many Consequences in Genetic Analysis and Population Genetics », Epigenetics and Complex Traits, Springer New York, 2013, p. 265-285.

CIAMPI, Antonio, YANG, Lin, LABBE, Aurélie, MÉRETTE, Chantal; « PLS Regression and Hybrid Methods in Genomics Association Studies », New Perspectives in Partial Least Squares and Related Methods, Springer, 2013, p. 107-116.



This award and honor selection covers the last five years.


LABBE, Aurélie
EBOSS Teaching Awards, For excellence in teaching in the Epidemiology Core Courses, Université McGill, 2013

LABBE, Aurélie
Chercheur-Boursier Junior 2 award, Fonds de Recherche en Santé du Québec., 2013-2018 : $267,401, 2013


This selection of supervision activities covers the last five years.

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Supervised project supervision – MSc in Management (4)

Prédiction des clients susceptibles de racheter un produit Can-Am Off-Road , by Valéry Masson
March 2019

In codirection with : LEGOUX, Renaud
Survival Analysis with Customers on a Monthly Subscription Basis , by Holly Chiu
March 2019

An Analysis of Intersections in the City of Montreal , by Frederic Premji
September 2018

In codirection with : LEGOUX, Renaud
Mise en place d'une plateforme analytique pour la compréhension des habitudes, préférences et emplacement de l'auditoire , by Josue Arturo Gutierrez Garcia
October 2017

Winter 2019

6-619-15
Analyse et inférence statistique
80-628-17A
Latent Variable Analysis with Applications in Administrative Sciences

Fall 2018

6-619-15
Analyse et inférence statistique

Winter 2018

1-620-15
Statistique
80-628-17A
Latent Variable Analysis with Applications in Administrative Sciences

Fall 2017

6-619-15
Analyse et inférence statistique

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