MS1 en-us
MS2 Associate Professor
MS3 Associate Professor (f)
MS4 Associate Professor
MS2 Associate Professor
MS3 Associate Professor (f)
MS4 Associate Professor
Juliana Schulz
Associate Professor, Department of Decision Sciences

Contact information
HEC Montréal3000, chemin de la Côte-Sainte-Catherine
Montréal (Québec)
Canada H3T 2A7
Email : [email protected]
Phone : 514 340-7041
Secretary: 514 340-6472
Fax : n/a
Office : 4.809
Other title(s)
Education
- Ph.D. (statistique), Université McGill
- M. Sc. (mathématiques), Université Concordia
Expertise
- Dependence modelling
- Actuarial mathematics
- Property and casualty insurance
- Biostatistics
- Adaptive treatment strategies
This publication selection covers the last five years.
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Journal articles (7)
MOODIE, Erica E. M., SCHULZ, Juliana;
« A Simple Diagnostic for the Positivity Assumption for Continuous Exposures »,
Statistics in Medicine, vol. 44, no 15-17, 2025, p. 1-15.
SCHULZ, Juliana, GENEST, Christian;
« Comonotonicity and counter-monotonicity: Review and implications for likelihood-based estimation »,
Communications in Statistics: Theory and Methods, vol. 54, no 8, 2025, p. 2482-2505.
MURPHY, Orla A., SCHULZ, Juliana;
« A multivariate Poisson model based on a triangular comonotonic shock construction »,
The Canadian Journal of Statistics/La revue canadienne de statistique, vol. 53, no 3, 2025, p. 1-25.
WOLFSON, Christina, GAUVIN, Danielle E., SCHULZ, Juliana, MAGALHAES, Sandra, TANSEY, Catherine, FEINSTEIN, Anthony, AIKEN, Alice, SCARFO, Brittany, MIDDLETON, Jason, RAINA, Parminder, VANTIL, Linda, MOLNAR-SZAKACS, Istvan;
« The Canadian Longitudinal Study on Aging: A Vehicle for Research on Aging in Older Veterans »,
Military Medicine, vol. 189, no 5/6, 2024, p. 1080-1088.
SCHULZ, Juliana, MOODIE, Erica E. M., SHORTREED, Susan M.;
« No unmeasured confounding: Known unknowns or... not? »,
American Journal of Epidemiology, vol. 192, no 9, 2023, p. 1604-1605.
SCHULZ, Juliana, MOODIE, Erica E. M.;
« Doubly Robust Estimation of Optimal Dosing Strategies »,
Journal of the American Statistical Association, vol. 116, no 533, 2021, p. 256-268.
SCHULZ, Juliana, GENEST, Christian, MESFIOUI, Mhamed;
« A multivariate Poisson model based on comonotonic shocks »,
International Statistical Review, vol. 89, no 2, 2021, p. 323-348.
This selection of supervision activities covers the last five years.
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Master's thesis direction – MSc in Management (1)
In codirection with : PLANTE, Jean-François
An Assessment of Practical Approximations for the Survival Analysis of Non-Contractual Customers' Lifetime, by Volodymyr Sakun
March 2023
An Assessment of Practical Approximations for the Survival Analysis of Non-Contractual Customers' Lifetime, by Volodymyr Sakun
March 2023
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Supervised project supervision – MSc in Management (14)
Ajustements de modèles de régression visant à identifier les principaux facteurs de pauvreté à Montréal , by Alexiane Carole Marie Perennes
January 2026
January 2026
Modélisation prédictive et inférence bayésienne en marketing : une évaluation comparative dans un contexte opérationnel , by Hugo Tremblay
October 2025
October 2025
In codirection with : ARSLAN, Okan
Analyse des séries temporelles des ventes pour l'optimisation des entrepôts , by Baptiste Rabette
October 2025
Analyse des séries temporelles des ventes pour l'optimisation des entrepôts , by Baptiste Rabette
October 2025
Étude prédictive des salaires des étudiants d'HEC Montréal : comprendre les déterminants de l'employabilité , by Ahmed Hichem Ghemari
September 2025
September 2025
Analyse de l'exposition au risque des participants du marché du Québec aux dérivés de gré-à-gré , by Gabriel Lawton
September 2025
September 2025
Optimizing Panel Selection For FX Trades , by Charles Julien
March 2025
March 2025
Customer Churn Prediction , by Jiahua Shang
September 2024
September 2024
Developing an Auto-Adjudication Process for Group Insurance , by Helen Ma
March 2024
March 2024
Spare Parts Inventory Management at Bombardier: Leveraging Data Analysis and Machine Learning for Efficient Operations , by Firas Alameddine
October 2023
October 2023
Sales Forecasting and its Application about Transit.inc , by Hao Sun
August 2023
August 2023
Detection of malicious access behavior , by Michel Chamoun
March 2023
March 2023
Quelles sont les mesures sanitaires qui ont eu le plus d'impact sur le contrôle de la pandémie de Covid-19? , by Josyane Lazure
November 2022
November 2022
In codirection with : ARDIA, David
Framework for Measuring the Impact of Online News or Posts on Entity Reputation Dimensions , by Lea El Hélou
March 2021
Framework for Measuring the Impact of Online News or Posts on Entity Reputation Dimensions , by Lea El Hélou
March 2021
In codirection with : LAROCQUE, Denis
Niveau de confiance en suggestion d'information - Ligne commerciale , by Charline Goyet
September 2020
Niveau de confiance en suggestion d'information - Ligne commerciale , by Charline Goyet
September 2020
Winter 2026
MATH 80621A
Fall 2025
MATH 60604
MATH 60604A
Winter 2025
MATH 10620
Fall 2024
MATH 60604
MATH 80621A
MATH 60604A
Winter 2024
MATH 10620
MATH 80621A