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Aurélie Labbe

Professeure titulaire,  Département de sciences de la décision


Aurélie Labbe

Coordonnées

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

Courriel : aurelie.labbe@hec.ca
Téléphone : 514 340-3181
Secrétariat : 514 340-6472
Télécopieur : 514 340-5634
Bureau : 4.821

Page personnelle

Formation

  • 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

Cette sélection de publications couvre les 5 dernières années.


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Articles de revues (34)


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, vol. 11, no 7, 2019, p. 391-401.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.


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.

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.

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.

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.

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.

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.

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.

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.

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, 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.

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.

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.

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.



Cette sélection d'activités d'encadrement couvre les 5 dernières années.

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Direction de projets supervisés – maîtrise en sciences de la gestion (6)

Prédire la ferritine basse et l'inflammation avec des forêts aléatoires à effets mixtes , par Samuel Barbeau
Mars 2020

Simulation de politiques alternatives de financement des universités québécoises , par Éric Germain
Septembre 2019

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

En codirection avec : LEGOUX, Renaud
Survival Analysis with Customers on a Monthly Subscription Basis , par Holly Chiu
Mars 2019

An Analysis of Intersections in the City of Montreal , par Frederic Premji
Septembre 2018

En codirection avec : LEGOUX, Renaud
Mise en place d'une plateforme analytique pour la compréhension des habitudes, préférences et emplacement de l'auditoire , par Josue Arturo Gutierrez Garcia
Octobre 2017

Hiver 2020

MATH 80619
Méthodes avancées en exploitation de données
MATH 80619A
Advanced Statistical Learning

Automne 2019

MATH 60603
Apprentissage statistique

Hiver 2019

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

Automne 2018

6-619-15
Analyse et inférence statistique

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