François Bellavance

François Bellavance is a professor of statistics in the Department of Management Sciences at HEC Montréal, director of the Quebec Road Safety Research Network, and a member of both the Quebec Road Safety Committee and the Board of Directors of the Canadian Association of Road Safety Professionals. Additionally, he is a member of the Interuniversity Center for Enterprise Networks, Logistics and Transportation (CIRRELT), and the Institute for Data Recovery (IVADO), and is an associate member of the Group for Research on Decision Analysis ( GERAD). His current research interests are in data mining and applied statistics.

Publications

Newspaper articles

• COURTEMANCHE, Francois, LABONTÉ-LEMOYNE, Elise, LÉGER, Pierre-Majorique, FREDETTE, Marc, SENECAL, Sylvain, CAMERON, Ann-Frances, FAUBERT, Jocelyn, BELLAVANCE, Francois; "Texting while walking: An expensive switch cost," Accident Analysis & Prevention, vol. 127, 2019, p. 1-8 (status: online).
• LEMARÉ, Linda, CHEBAT, Jean-Charles, BELLAVANCE, Francois; "Reckless driving promotion and prevention: priming effects," Journal of Social Marketing, Vol. 8, No. 2, 2018, p. 220-236.
• DINE, Abdessamad, LAROCQUE, Denis, BELLAVANCE, Francois; "Multivariate forests with missing mixed outcomes," Communications in Statistics - Theory and Methods, vol. 46, No. 23, 2017, p. 11500-11513.
• HAJJEM, Ahlem, LAROCQUE, Denis, BELLAVANCE, Francois; "Generalized mixed effects regression trees" , Statistics & Probability Letters, vol. 126, 2017, p. 114-118.
• MORADIAN, Hoora, LAROCQUE, Denis, BELLAVANCE, Francois; "L1 splitting rules in survival forests," Lifetime Data Analysis, Vol. 23, No. 4, 2017, p. 671-691.
• MICHAELS, Jesse, CHAUMILLON, Romain, NGUYEN-TRI, David, WATANABE, Donald, HIRSCH, Pierro, BELLAVANCE, Francois, GIRAUDET, Guillaume, BERNARDIN, Delphine, FAUBERT, Jocelyn; "Driving simulator scenarios and measures to faithfully evaluate risky driving behavior" , PLoS One, vol. 12, No. 10, 2017, p. 1-24.
• HIRSCH, Pierro, BELLAVANCE, Francois; "Transfer of Skills Learned on a Driving Simulator to On-Road Driving Behavior" , Transportation Research Record: Journal of the Transportation Research Board, vol. 2660, No. 2660, 2017, p. 1-6.
• HIRSCH, Pierro, CHOUKOU, Mohamed-Amine, BELLAVANCE, Francois; "Transfer of Training in Basic Control Skills from Truck Simulator to Real Truck," Transportation Research Record: Journal of the Transportation Research Board, Vol. 2637, No. 2637, 2017, p. 67-73.
• CHARBONNEAU, Étienne, BELLAVANCE, François; "Performance Management in a Benchmarking Plan: Quebec's Municipal Management Indicators" , Public Administration of Canada / Canadian Public Administration, Vol. 58, No. 1, March 2015, p. 110-137.
• CARRILLAT, Francois, D'ASTOUS, Alain, BELLAVANCE, Francois, EID, Francois; 'On' being there ' European Journal of Marketing, vol. 49, No. 3-4, 2015, p. 621-642.
• BLAIS, Stephen, BELLAVANCE, Francois, MARCIL, Alexandra, CARNIS, Laurent; "Effects of introducing an administrative .05% blood alcohol concentration in Canada" , Accident Analysis & Prevention, Vol. 82, September 2015, p. 101-111.
• RANCOURT, Marie-Eve, BELLAVANCE, Francois, GOENTZEL, Jarrod; "Market Analysis and Transportation Procurement for Food Aid in Ethiopia" , Socio-Economic Planning Sciences, Vol. 48, No. 3, September 2014, p. 198-219.
• HAJJEM, Ahlem, BELLAVANCE, Francois, LAROCQUE, Denis; "Mixed-effects random forest for clustered data" , Journal of Statistical Computation and Simulation, vol. 84, No. 6, June 2014, p. 1313-1328.
• BELLAVANCE, Francois, LANDRY, Suzanne, SCHIEHLL, Eduardo; "Procedural justice in managerial performance evaluation: Effects of subjectivity, relationship quality, and voice opportunity," British Accounting Review, Vol. 45, No. 3, September 2013, p. 149-166.

Book chapters

• BLAIS, Étienne, BOURBEAU, Robert, BELLAVANCE, François, CLÉROUX PERREAULT, Marie-Pier; "Comparative Evaluation: A Comparison of Québec and Ontario Roadmaps", Evaluation of Road Safety Policies: Methods, Tools and Limits, L'Harmattan, 2015, p. 157-176.