hec.ca > Faculty

Marc Fredette

Professor,  Department of Decision Sciences

Marc Fredette

Contact information

HEC Montréal
5540, avenue Louis-Colin
Montréal (Québec)
Canada H3T 1T7

Email : marc.fredette@hec.ca
Phone : 514 340-7108
Secretary: 514 340-6472
Fax : 514 340-5634
Office : 02.08D

Other title(s)

Education

  • M. Sc. (statistique), Université de Montréal
  • Ph. D. (Statistics), University of Waterloo

Expertise

  • Analysis of longitudinal data
  • Prediction
  • Biostatistics
  • Random effects models
  • Bayesian statistics

This publication selection covers the last five years.


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Journal articles (24)

POIRIER, Sara-Maude, COSBY, Sarah, SÉNÉCAL, Sylvain, COURSARIS, Constantinos K., FREDETTE, Marc, LÉGER, Pierre-Majorique; « The impact of social presence cues in social media product photos on consumers’ purchase intentions », Journal of Business Research, vol. 185, 2024, p. 1-16.

LABONTÉ-LEMOYNE, Elise, CAMERON, Ann-Frances, SÉNÉCAL, Sylvain, FREDETTE, Marc, FAUBERT, Jocelyn, LEPORE, Franco, LÉGER, Pierre-Majorique; « What’s that on Your Phone? Effects of Mobile Device Task Type on Pedestrian Performance », Human Factors: The Journal of the Human Factors and Ergonomics Society, vol. 66, no 4, 2024, p. 1068-1080.

CHEAM, Amay, FREDETTE, Marc, MARBAC, Matthieu, NAVARRO, Fabien; « Translation-invariant functional clustering on COVID-19 deaths adjusted on population risk factors », Journal of the Royal Statistical Society Series C-Applied Statistics, vol. 72, no 2, 2023, p. 387-413.

PASSALACQUA, Mario, SÉNÉCAL, Sylvain, FREDETTE, Marc, NACKE, Lennart, PELLERIN, Robert, LÉGER, Pierre-Majorique; « Should Gamification be Personalized? A Self-deterministic Approach », AIS Transactions on Human-Computer Interaction, vol. 13, no 3, 2021, p. 265-286.

TCHANOU, Armel Quentin, LÉGER, Pierre-Majorique, SÉNÉCAL, Sylvain, GIROUX, Félix, MÉNARD, Jean-François, FREDETTE, Marc; « Multitasking with Information Technologies: Why Not Just Relax? », AIS Transactions on Human-Computer Interaction, vol. 13, no 4, 2021, p. 369-406.

LENE, Paul, KARRAN, Alexander John, LABONTÉ-LEMOYNE, Elise, SÉNÉCAL, Sylvain, FREDETTE, Marc, JOHNSON, Kevin; « Is there collaboration specific neurophysiological activation during collaborative task activity? An analysis of brain responses using electroencephalography and hyperscanning », Brain and Behavior, vol. 11, no 11, 2021, p. 1-16.

DEMAZURE, Théophile, KARRAN, Alexander John, LÉGER, Pierre-Majorique, LABONTÉ-LEMOYNE, Elise, SÉNÉCAL, Sylvain, FREDETTE, Marc, BABIN, Gilbert; « Enhancing Sustained Attention : A Pilot Study on the Integration of a Brain-Computer Interface with an Enterprise Information System », Business & Information Systems Engineering, vol. 63, no 6, 2021, p. 653-668.

CHANNOUF, Nabil, FREDETTE, Marc, MACGIBBON, Brenda; « Sample size calculations for hierarchical Poisson and zero-inflated Poisson regression models », Communications in Statistics - Simulation and Computation, vol. 50, no 4, 2021, p. 1145-1164.

LAMONTAGNE, Charles, SÉNÉCAL, Sylvain, FREDETTE, Marc, LABONTÉ-LEMOYNE, Elise, LÉGER, Pierre-Majorique; « The effect of the segmentation of video tutorials on User’s training experience and performance », Computers in Human Behavior Reports, vol. 3, 2021, p. 1-10.

CHEAM, Amay, FREDETTE, Marc; « On the importance of similarity characteristics of curve clustering and its applications », Pattern Recognition Letters, vol. 135, 2020, p. 360-367.

LABONTÉ-LEMOYNE, Elise, JUTRAS, Marc-Antoine, LÉGER, Pierre-Majorique, SÉNÉCAL, Sylvain, FREDETTE, Marc, BEGON, Mickael, MATHIEU, Marie-Ève; « Does Reducing Sedentarity With Standing Desks Hinder Cognitive Performance? », Human Factors: The Journal of the Human Factors and Ergonomics Society, vol. 62, no 4, 2020, p. 603-612.

MOURRA, Gabrielle Naime, BRIEUGNE, David, RUCCO, Emma, LABONTÉ-LEMOYNE, Elise, COURTEMANCHE, François, SÉNÉCAL, Sylvain, FREDETTE, Marc, CAMERON, Ann-Frances, FAUBERT, Jocelyn, LEPORE, Franco, BELLAVANCE, François, LÉGER, Pierre-Majorique; « Measuring the Switch Cost of Smartphone Use While Walking », Journal of Visualized Experiments, 2020.

MOURRA, Gabrielle Naime, SÉNÉCAL, Sylvain, FREDETTE, Marc, LEPORE, Franco, FAUBERT, Jocelyn, BELLAVANCE, François, CAMERON, Ann-Frances, LABONTÉ-LEMOYNE, Elise, LÉGER, Pierre-Majorique; « Using a smartphone while walking: The cost of smartphone-addiction proneness », Addictive Behaviors, vol. 106, 2020, p. 1-7.

MATHLOUTHI, Walid, LAROCQUE, Denis, FREDETTE, Marc; « Random forests for homogeneous and non-homogeneous Poisson processes with excess zeros », Statistical Methods in Medical Research, vol. 29, no 8, 2020, p. 2217-2237.

PASSALACQUA, Mario, LÉGER, Pierre-Majorique, NACKE, Lennart, FREDETTE, Marc, LABONTÉ-LEMOYNE, Elise, LIN, Xinli, CAPRIOLI, Tony, SÉNÉCAL, Sylvain; « Playing in the backstore: interface gamification increases warehousing workforce engagement », Industrial Management & Data Systems, vol. 120, no 7, 2020, p. 1309-1330.

TCHANOU, Armel Quentin, LÉGER, Pierre-Majorique, BOASEN, Jared, SÉNÉCAL, Sylvain, TAHER, Jad, FREDETTE, Marc; « Collaborative Use of a Shared System Interface: The Role of User Gaze—Gaze Convergence Index Based on Synchronous Dual-Eyetracking », Applied Sciences, vol. 10, no 13, 2020, p. 1-20.

ALVAREZ, Juliana, LÉGER, Pierre-Majorique, FREDETTE, Marc, CHEN, Shang Lin, MAUNIER, Benjamin, SÉNÉCAL, Sylvain; « An Enriched Customer Journey Map: How to Construct and Visualize a Global Portrait of Both Lived and Perceived Users’ Experiences? », Designs, vol. 4, no 3, 2020, p. 1-21.

DESROCHERS, Camille, LÉGER, Pierre-Majorique, FREDETTE, Marc, MIRHOSEINI, Seyedmohammadma, SÉNÉCAL, Sylvain; « The arithmetic complexity of online grocery shopping: the moderating role of product pictures », Industrial Management & Data Systems, vol. 119, no 6, 2019, p. 1206-1222.

COURTEMANCHE, François, LABONTÉ-LEMOYNE, Elise, LÉGER, Pierre-Majorique, FREDETTE, Marc, SÉNÉCAL, Sylvain, CAMERON, Ann-Frances, FAUBERT, Jocelyn, BELLAVANCE, François; « Texting while walking: An expensive switch cost », Accident Analysis & Prevention, vol. 127, 2019, p. 1-8.

LÉGER, Pierre-Majorique, NGUYEN, Thanh An, CHARLAND, Patrick, SÉNÉCAL, Sylvain, LAPIERRE, Hugo G., FREDETTE, Marc; « How Learner Experience and Types of Mobile Applications Influence Performance: The Case of Digital Annotation », Computers in The Schools, vol. 36, no 2, 2019, p. 83-104.

COURTEMANCHE, François, FREDETTE, Marc, SÉNÉCAL, Sylvain, LÉGER, Pierre-Majorique, DUFRESNE, Aude, GEORGES, Vanessa, LABONTÉ-LEMOYNE, Elise; « Method of and system for processing signals sensed from a user », International Patent Collections, 2019.

KARRAN, Alexander John, DEMAZURE, Théophile, LÉGER, Pierre-Majorique, LABONTÉ-LEMOYNE, Elise, SÉNÉCAL, Sylvain, FREDETTE, Marc, BABIN, Gilbert; « Toward a Hybrid Passive BCI for the Modulation of Sustained Attention Using EEG and fNIRS », Frontiers in Human Neuroscience, vol. 13, 2019, p. 1-20.

PAUNA, Horea, LÉGER, Pierre-Majorique, SÉNÉCAL, Sylvain, FREDETTE, Marc, LABONTÉ-LEMOYNE, Elise, COURTEMANCHE, François, LEGOUX, Renaud, MÉNARD, Jean-François; « The Effects of a High Fidelity Vibro-Kinetic Multisensory Experience on Implicit and Explicit Brand Recognition », Journal of Neuroscience, Psychology, and Economics, vol. 12, no 1, 2019, p. 18-33.

LABONTÉ-LEMOYNE, Elise, COURTEMANCHE, François, LOUIS, Victoire, FREDETTE, Marc, SÉNÉCAL, Sylvain, LÉGER, Pierre-Majorique; « Dynamic Threshold Selection for a Biocybernetic Loop in an Adaptive Video Game Context », Frontiers in Human Neuroscience, vol. 12, 2018, p. 1-10.

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Book chapters (3)

LÉGER, Pierre-Majorique, KARRAN, Alexander John, COURTEMANCHE, François, FREDETTE, Marc, TAZI, Salima, DUPUIS, Mariko, HAMZA, Zeyad, FERNANDEZ SHAW, Juan, CÔTÉ, Myriam, DEL-AGUILA, Laurène, CHANDLER, Chantel, SNOW, Pascal, VILONE, Domenico, SÉNÉCAL, Sylvain; « Caption and observation based on the algorithm for triangulation (COBALT): Preliminary results from a beta trial », Information Systems and Neuroscience: NeuroIS Retreat 2022, Springer, 2022, p. 229-235.

ALVAREZ, Juliana, BRIEUGNE, David, LÉGER, Pierre-Majorique, SÉNÉCAL, Sylvain, FREDETTE, Marc; « Towards Agility and Speed in Enriched UX Evaluation Projects », Human 4.0 : From Biology to Cybernetic, IntechOpen, 2021, p. 1-22.

LAMONTAGNE, Charles, SÉNÉCAL, Sylvain, FREDETTE, Marc, CHEN, Shang Lin, POURCHON, Romain, GAUMONT, Yohan, DE GRANDPRÉ, David, LÉGER, Pierre-Majorique; « User Test: How Many Users Are Needed to Find the Psychophysiological Pain Points in a Journey Map? », Human Interaction and Emerging Technologies : Proceedings of the 1st International Conference on Human Interaction and Emerging Technologies (IHIET 2019), August 22-24, 2019, Nice, France, Springer, 2019, p. 136-142.


This selection of supervision activities covers the last five years.

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Dissertation direction – PhD in Administration (3)
In codirection with : LÉGER, Pierre-Majorique
Dual Perspective on Mental State Inferences in Human Computer Interaction, by Théophile Demazure
March 2024

In codirection with : SÉNÉCAL, Sylvain
The Influence of Altruistic Reinforcement and Performance-Contingent Incentives on Online Product Reviews, by Davood Wadi
October 2023

In codirection with : LÉGER, Pierre-Majorique
Five Essays on Joint Use of Information Technology Systems, by Armel Quentin Tchanou
May 2022

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Master's thesis direction – MSc in Management (6)
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Supervised project supervision – MSc in Management (20)
Étude des techniques spécialisées de détection de fraude dans le domaine de commerce électronique , by Joseph Francis Alexandre Sauvé
March 2024

Utilisation des données transactionnelles afin d'automatiser des commandes (modèle prédictif) et optimiser les marges grâce à une analyse d'élasticité-prix , by Nolan Fauchery
March 2024

Développement d'outils de communication et de vulgarisation pour des algorithmes de prévision en apprentissage automatique , by Mathieu Lamontagne
August 2023

L'analyse de la loyauté des clients d'une banque , by Chanel Larivière
August 2023

Entretien et optimisation des méthodes d'analyse des ventes de Nespresso Canada sous une approche Omnicanal , by Marilie Breton
August 2023

In codirection with : CORREA DANTAS, Danilo, CORREA DANTAS, Danilo
Projet d'analyse de données : le cas Tou.tv , by Mathilde Roberge
August 2023

Using a Credit Scorecard Approach to Develop an Engagement Score for AIRMILES , by Sunny Truong
March 2023

Analyse des coûts de rejets pour Smartparts, Bombardier , by Malo Henaff
January 2023

Mise en place d'une solution ETL dans le cadre d'une petite entreprise en technologie de l'information , by Thi-Thien Lam
August 2022

Non-Skip Lot Analysis and Reporting , by Maryam Dayani
March 2022

In codirection with : LEGOUX, Renaud
Segmentation de la clientèle B2C de Transat A.T. , by Hadassa Ndjaka Bernadette Gregoire
March 2022

Utilisation de séries temporelles à des fins de prédictions de ventes dans le cadre du programme de fidélité AIR MILES , by Rakhimé Abdul Kader
March 2021

Création et mise en production d'un indicateur de croissance potentielle d'entreprises au sein d'une institution financière , by Matthieu Guérin
November 2020

Analyse de la performance des Directeurs de Succursales à l'aide d'un algorithme de classification , by Grégoire Tabouis
September 2020

In codirection with : SÉNÉCAL, Sylvain
Les modèles d'Attribution web , by Badr Terrab
September 2020

In codirection with : CORREA DANTAS, Danilo
Operations Reporting Tools , by Gabrielle Lallier
March 2020

In codirection with : LEGOUX, Renaud
Segmentation des profils des conversions transactionnelles provenant des campagnes promotionnelles au sein de la compagnie Transat Tours Canada , by Adrien Utzeri
January 2020

Analyse de regroupements des abonnés de la plateforme de diffusion de vidéos sur demande TOU.TV de la Société Radio-Canada , by Nicolas Palmer
November 2018

Ubisoft US. Création d'un outil permettant de déterminer les valeurs de comparables pour les campagnes numériques. , by Justine Authier
September 2018

In codirection with : LAROCQUE, Denis
Modèles macroéconomiques de la rédemption de milles Aéroplan , by Béatrice St-Jean
September 2018