Personal profile
Professional Information
Leonardo Epstein is professor of statistics at the Business School Universidad de los Andes, Santiago, Chile. He received his Ph.D. in Statistics from Carnegie Mellon University, and previously studied mathematical engineering at the University of Chile.
Research interests
His current interdisciplinary research follows three lines: first, problems at the interface of statistics and operations research. Second, methods and models for the evaluation of marketing and sales promotion campaigns, and third, biostatistical methods. More specifically, in operations he is developing inventory models for re-usable and rental items. His research in marketing uses data collected from videos captured at stores to develop models for the effects of promotions. In biostatistics his collaborations concern methods to estimate prevalence of diseases where administrative records complement survey data.
Past collaborations concentrated on severe climate variability and the health of human populations, and on the effects of diarrheal episodes on the growth of children. Leonardo Epstein has a versatile range of abilities and interests that have allowed him to collaborate with researchers in fields as diverse as Marketing, Operations Research, Health and Public Policy and Epidemiology. His current statistical methodology research interests center on models for recurrent events, time series analysis of non-normal observations and bayesian approaches for regression with non-normal data.
In addition to core probability and statistics course, professor Epstein has occasionally taught introductory statistics and statistical prediction modules in Business Analytics Diplomas, basic statistics in Project Evaluation programs, and Quantitative Methods in MBA programs. Selectively, professor Epstein chooses to consult with companies and government agencies.
Education/Academic qualification
PhD, Statistics, Carnegie Mellon University
Master, Statistics, Carnegie Mellon University
Keywords
- H Social Sciences (General)
Open Keywords
- International economics
- Foreign trade
- Firm heterogeneity
- Firm heterogeneity, financial integration
- Financial integration
- Monetary policy
Research Lines
- Research Lines
- Marketing
- Statistics
- Operations Research
- Biostatistics
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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Collaborations and top research areas from the last five years
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How likely are doctoral students to recommend their programmes? Associations with satisfaction with six academic aspects of their doctorates
Tornero, B., Epstein, L. D. & Vicuna, M. I., 2025, In: Journal of Further and Higher Education. 49, 9, p. 1203-1219 17 p.Research output: Contribution to journal › Article › peer-review
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Combinación de datos de la Encuesta Nacional de Salud con notificaciones GES de depresión para mejorar la estimación de la prevalencia de depresión en Chile
Jaques, D., Bustamante, F., Aravena, R., Epstein, L. D. & Mozó, J. A., Jul 2022, In: Revista Medica de Chile. 150, 7, p. 896-902 7 p.Translated title of the contribution :Combining the national health survey with GES notifications to improve the depression prevalence estimation in Chile Research output: Contribution to journal › Conference article › peer-review
Open Access2 Scopus citations -
Dynamic effects of store promotions on purchase conversion: Expanding technology applications with innovative analytics
Epstein, L. D., Inostroza-Quezada, I. E., Goodstein, R. C. & Choi, S. C., 1 May 2021, In: Journal of Business Research. 128, p. 279-289 11 p.Research output: Contribution to journal › Article › peer-review
8 Scopus citations -
Optimal size of a rental inventory with items available from a secondary source: a model with non-stationary probabilities
Epstein, L. D., González, E. & Sepúlveda, A., 1 Mar 2020, In: Annals of Operations Research. 286, 1-2, p. 371-390 20 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
An optimization approach and a heuristic procedure to schedule battery charging processes for stackers of palletized cargo.
Basso, F., Epstein, L. D., Pezoa, R. & Varas, M., Jul 2019, In: Computers and Industrial Engineering. 133, p. 9-18 10 p.Research output: Contribution to journal › Article › peer-review
15 Scopus citations