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Aurélie Labbe

Associate 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

Other title(s)


  • 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.


Journal articles (37)

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, 2019 (status : online).

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, 2019 (status : accepted).

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).

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.

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.

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.

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 and Prevention, vol. 120, 2018, p. 174-187.

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.

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.

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.

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.

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.

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, 2016, p. 306-311.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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, 2014.

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-.

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, 2014, p. 1537-1546.

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.

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.

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-.

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.


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
Teaching award, Department of Epidemiology, Biostatistics and Occupational Health, University 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.


Master's thesis direction – MSc in Management (2)

Mesure de l'importance de variables à partir de forêt aléatoire: Applications à la génétique , by Antoine Main
January 2019

Analyse de la variabilité et prédiction des mouvements d'un chef d'orchestre , by Victoire Louis
November 2018


Supervised project supervision – MSc in Management (2)

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

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