Evgeniy M. Ozhegov
- Research Fellow:HSE Campus in St. Petersburg / Center for Market Studies and Spatial Economics
- Associate Professor:HSE Campus in Perm / Faculty of Economics, Management, and Business Informatics / School of Economics and Finance
- Evgeniy M. Ozhegov has been at HSE University since 2010.
Education and Degrees
- 2015
Candidate of Sciences* (PhD)
HSE University - 2010
Degree
Perm State University - 2010
Degree in Mathematical methods in economics
Perm State University, Economics PhD in Economics
According to the International Standard Classification of Education (ISCED) 2011, Candidate of Sciences belongs to ISCED level 8 - "doctoral or equivalent", together with PhD, DPhil, D.Lit, D.Sc, LL.D, Doctorate or similar. Candidate of Sciences allows its holders to reach the level of the Associate Professor.
Postgraduate Studies
HRU HSE, Deparment of Microeconomics Analysis, PhD in Economics, Major in Mathematical Methods in Economics, 2011-2014.
Young Faculty Support Program (Group of Young Academic Professionals)
Category "New Lecturers" (2011-2012)
Continuing education / Professional retraining / Internships / Study abroad experience
Basics of courses organization and teaching in LMS NRU HSE, 2019
NRU HSE, Russia
Optimization and Operations Research, 2019
Ecole Polytechnique Federale de Lausanne, Zinal, Switzerland
Normative and organizational aspects of academic development
2018, NRU HSE
Modern machine learning and methods of data analysis teaching, 2018
NRU HSE, Russia
Econometrics of Big Data, 2017
Global School in Empirical Research Methods, Ljubljana, Slovenia
Applied Network Analysis: Theory and Applications, 2017
Higher School of Economics, Moscow, Russia
Infographics, 2015
Higher School of Economics, Moscow, Russia
Empirics of Competition and Collusion, 2014
The New Economic School, Moscow, Russia
Barcelona Microeconometrics Summer School: Econometrics of Cross-section Data with Applications, 2013
Barcelona Graduate School of Economics, Barcelona, Spain
Barcelona Microeconometrics Summer School: Linear Panel Data Analysis,
2013
Barcelona Graduate School of Economics, Barcelona, Spain
Contract Theory, 2012
The New Economic School, Moscow, Russia
Barcelona Microeconometrics Summer School: Dynamic and Nonlinear Panel Data
Models, 2012
Barcelona Graduate School of Economics, Barcelona, Spain
Empirical Applications for Industrial Organization: Academic Skills, 2012
The New Economic School, Moscow, Russia
Empirical Applications for Industrial Organization: Cost Function and
Production Function Estimation, 2012
The New Economic Schools, Moscow, Russia
Empirical Economic Analysis in Stata, 2012
Higher School of Economics, Moscow, Russia
Empirical Applications for Industrial Organization: Demand Function
Estimation, 2011
The New Economic School, Moscow, Russia
Game Theory, 2010
The New Economic School, Moscow Russia
Summer School in European Business Culture, 2008
Euromed-Management, Marseille, France
Student Term / Thesis Papers
- Bachelor
T. Denisenko «Pattern Mining in Cross-Selling: Wine and Cheese Case». St.Petersburg School of Economics and Management, 2020
S. Gogolev «Comparison of Machine Learning Algorithms in Demand Prediction Problem». Faculty of Economics, Management, and Business Informatics, 2020
D. Svetlugina «Hedonic Pricing for Secondary Realty Market in St. Petersburg». St.Petersburg School of Economics and Management, 2020
E. Mitrokhina «Correlation of Real Estate Prices in Characteristics Space». Faculty of Economics, Management, and Business Informatics, 2019
E. Marakova «Estimation of Russia's Theatre Efficiency». Faculty of Economics, Management, and Business Informatics, 2019
A. Perevozkina «Exploring the Relationship between Reviews and Wine Prices». Faculty of Economics, Management, and Business Informatics, 2019
B. Komarov «Estimation of Bank Default Probability». Faculty of Economics, Management, and Business Informatics, 2019
S. Safina «The Olympic Sportsmen's Factors of Success». Faculty of Economics, Management, and Business Informatics, 2019
K. Dmitrenko «A Study of Interdependence between Product's Characteristics Choice and Consumer's Psychological Profile». Faculty of Economics, Management, and Business Informatics, 2018
D. Semenova «Methods of Machine Learning for Censored Demand Prediction». Faculty of Economics, Management, and Business Informatics, 2018
T. Tokareva «The Impact of the Format and Location of the Store on Demand». Faculty of Economics, Management, and Business Informatics, 2018
D. Kusakin «What Predicts Real Estate Price Better: Closeness in Geographic or Characteristic Space?». Faculty of Economics, Management, and Business Informatics, 2018
A. Bakharev «Evaluation of Alcohol Consumption Regulation Measures Effectiveness in Russia». Faculty of Economics, Management, and Business Informatics, 2018
A. Shaurov «Estimation of Demand Function for Wine». Faculty of Economics, Management, and Business Informatics, 2018
L. Khazova «Key Determinants of Secondary Real Estate Value». Faculty of Economics, Management, and Business Informatics, 2017
E. Demina «Omnivorism Impact on Consumer Choice: the Case of Book Market». Faculty of Economics, Management, and Business Informatics, 2017
A. Vlasova «Investigating Heterogeneity of Alcohol Consumers' Preferences in the Russian Federation». Faculty of Economics, Management, and Business Informatics, 2017
N. Kosolapov «The Effect of Schools' Quality on Surrounding Housing Pricing». Faculty of Economics, Management, and Business Informatics, 2017
A. Verveyko «Empirical Estimation of Loans Demand Function for Microfinance Organization’s Regular Сonsumers». Faculty of Economics, Management, and Business Informatics, 2016
A. Buzanakova «Estimating Demand For Stage Production». Faculty of Economics, Management, and Business Informatics, 2016
E. Abalmasova «Consumer Behavior Study: the Choice of Seating Areas in Theatre». Faculty of Economics, Management, and Business Informatics, 2016
G. Vlasova «Estimation of effectiveness of different motivation systems in banking sector». Faculty of Economics, 2014
- Master
D. Semenova «Estimation of Dynamic Treatment Effects from Marketing Campaigns». Faculty of Economics, Management, and Business Informatics, 2020
Courses (2019/2020)
- Introduction to Databases (Bachelor’s programme; Faculty of Economics, Management, and Business Informatics; 4 year, 2, 3 module)Eng
- Machine Learning for Business Analytics (Bachelor’s programme; Faculty of Economics, Management, and Business Informatics; 4 year, 2, 3 module)Eng
- Past Courses
Courses (2018/2019)
- Advanced Econometrics (Master’s programme; Faculty of Economics, Management, and Business Informatics; 1 year, 1-3 module)Rus
- Game Theory (Bachelor’s programme; Faculty of Economics, Management, and Business Informatics; 2 year, 4 module)Eng
- Game Theory (Bachelor’s programme; Faculty of Economics, Management, and Business Informatics; 1 year, 1, 2 module)Rus
Safe Living Basics (Bachelor’s programme; Faculty of Social Sciences and Humanities (Perm); field of study "40.03.01. Юриспруденция", field of study "46.03.01. История"; 1 year, 1 module)Rus
Safe Living Basics (Bachelor’s programme; Faculty of Economics, Management, and Business Informatics; field of study "38.03.01. Экономика", field of study "38.03.05. Бизнес-информатика", field of study "38.03.02. Менеджмент", field of study "09.03.04. Программная инженерия"; 1 year, 1 module)Rus
Courses (2017/2018)
- Game Theory (Bachelor’s programme; Faculty of Economics, Management, and Business Informatics; 1 year, 3, 4 module)Rus
- Game Theory (Bachelor’s programme; Faculty of Economics, Management, and Business Informatics; 2 year, 4 module)Eng
Courses (2016/2017)
Courses (2015/2016)
- Game Theory (Bachelor’s programme; Faculty of Social Sciences and Humanities (Perm); 3 year, 1, 2 module)Eng
- Game Theory (Bachelor’s programme; Faculty of Economics, Management, and Business Informatics; 2 year, 4 module)Eng
- Theory of Consumer Behaviour (Bachelor’s programme; Faculty of Economics, Management, and Business Informatics; 3 year, 3, 4 module)Rus
20203
- Chapter Ozhegov E. M., Ozhegova A., Mitrokhina E. Distance in Geographic and Characteristics Space for Real Estate Price Prediction, in: AIST: International Conference on Analysis of Images, Social Networks and Texts. 8th International Conference, AIST 2019, Kazan, Russia, July 17–19, 2019, Revised Selected Papers / Ed. by W. van der Aalst, V. Batagelj, D. I. Ignatov, М. Ю. Хачай, V. Kuskova, A. Kutuzov, S. Kuznetsov, I. A. Lomazova, N. V. Loukachevitch, A. Napoli, P. M. Pardalos, M. Pelillo, A. Savchenko, E. Tutubalina. Vol. 1086. Cham: Springer, 2020. doi P. 63-72.
- Chapter Gogolev Stepan, Ozhegov Evgeniy. Feature Selection and Comparison of Machine Learning Algorithms in Restaurant Revenue Prediction, in: Analysis of Images, Social Networks and Texts. 8th International Conference, AIST 2019, Kazan, Russia, July 17–19, 2019, Revised Selected Papers. Communications in Computer and Information Science Vol. 1086. Springer, 2020. doi P. 26-36. doi
- Article Ozhegova A., Ozhegov E. M. Segmentation of Theatre Audiences: A Latent Class Approach for Combined Data // Journal of Choice Modelling. 2020. P. 1-30. (in press)
20193
- Preprint Ozhegov E. M., Ozhegova A. Heterogeneity in demand and optimal price conditioning for local rail transport / arXiv. Series 1905.12859 "Machine Learning". 2019.
- Chapter Ozhegov E. M., Semenova D. Methods of Machine Learning for Censored Demand Prediction, in: Machine Learning, Optimization, and Data Science. 4th International Conference, LOD 2018, Volterra, Italy, September 13-16, 2018, Revised Selected Papers / Ed. by G. Nicosia, P. Pardalos, G. Giuffrida, R. Umeton, V. Sciacca. Cham : Springer, 2019. doi P. 441-446. doi
- Article Ozhegov E. M., Ozhegova A. Regression tree model for prediction of demand with heterogeneity and censorship // Journal of Forecasting. 2019. Vol. 39. No. 3. P. 489-500.
20183
- Chapter Ozhegov E. M., Ozhegova A. Bagging Prediction for Censored Data: Application for Theatre Demand, in: Analysis of Images, Social Networks and Texts. 6th International Conference, 2017, Revised Selected Papers / Ed. by W. M. van der Aalst, D. I. Ignatov, M. Khachay, S. Kuznetsov, V. Lempitsky, I. A. Lomazova, A. Napoli, A. Panchenko, P. M. Pardalos, A. V. Savchenko, S. Wasserman. Vol. 10716. Cham : Springer, 2018. doi Ch. 18. P. 197-209. doi
- Preprint Ozhegov E. M., Teterina D. Ensemble method for censored demand prediction / NRU Higher School of Economics. Series EC "Economics". 2018. No. 200/EC/2018.
- Article Ozhegova A., Ozhegov E. M. Heterogeneity in demand for performances and seats in the theatre // Journal of Revenue and Pricing Management. 2018. Vol. 17. No. 3. P. 131-145. doi
20175
- Article Ozhegov E. M., Sidorovikh A. Heterogeneity of sellers in housing market: difference in pricing strategies // Journal of Housing Economics. 2017. Vol. 37. P. 42-51. doi
- Article Ozhegov E. M. Heterogeneous Preferences of Russian Residential Mortgage Borrowers // Journal of European Real Estate Research. 2017. Vol. 10. No. 1. P. 35-56. doi
- Preprint Ozhegov E. M., Ozhegova A. Regression Tree Model for Analysis of Demand with Heterogeneity and Censorship / NRU Higher School of Economics. Series WP BRP "Economics/EC". 2017. No. WP BRP 174/EC/2017.
- Preprint Ozhegov E. M., Demina E. S. The Impact of Omnivorism on Consumer Choice: the Case of the Book Market / NRU Higher School of Economics. 2017. No. 175/EC/2017.
- Article Ожегов Е. М., Косолапов Н. А., Позолотина Ю. А. О взаимосвязи между стоимостью жилья и характеристиками близлежащих школ // Прикладная эконометрика. 2017. Т. 47. С. 28-48.
20164
- Preprint Ozhegov E. M., Ozhegova A. Demand for Performing Arts: The Effect of Unobserved Quality on Price Elasticity / NRU Higher School of Economics. Series WP BRP "Economics/EC". 2016. No. WP BRP 156/EC/2016 .
- Preprint Ozhegova A., Ozhegov E. M. Demand for performing arts: the effect of unobserved quality on price elasticity / ACEI. Series AWP "Working papers". 2016. No. 05 - 2016.
- Preprint Ozhegov E. M., Orlov D. Do sequel movies really earn more than non-sequels? Evidence from the US box office / ACEI. Series "Working paper series". 2016. No. AWP - 03 - 2016.
- Preprint Lozinskaia A. M., Ozhegov E. M. Key Determinants of demand, credit underwriting, and performance of government-insured mortgage loans in Russia / EERC. Series "Economic Education and Research Consortium Working Paper Series". 2016. No. 16/03E.
20152
- Preprint Orlov D., Ozhegov E. M. Estimating the Efficiency of Sequels in the Film Industry / NRU Higher School of Economics. Series WP BRP "Economics/EC". 2015. No. WP BRP 96/EC/2015.
- Chapter Ozhegov E. M. Modelling demand for mortgage loans using loan-level data, in: Financial Econometrics and Empirical Market Microstructure / Ed. by S. Ivliev, A. K. Bera, F. Lillo. NY : Springer, 2015. P. 241-248.
20143
- Chapter Shafranskaya I. N., Dmitriy A. Leontiev, Ozhegov E. M. Competing with free: the effect of post-release piracy on box-office revenue, in: 2014 Global Marketing Conference Proceedings. Changwon : Global Alliance of Marketing & Management Association, 2014. P. 1770-1787.
- Preprint Ozhegov E. M. The Underwriting, Choice And Performance Of Government-Insured Mortgages In Russia / NRU Higher School of Economics. Series FE "Financial Economics". 2014. No. WP BRP 31/FE/2014 .
- Article Ожегов Е. М., Лозинская А. М. Оценка кредитного риска при ипотечном жилищном кредитовании // Прикладная эконометрика. 2014. № 35 (3). С. 3-17.
20133
- Chapter Lozinskaia A. M., Ozhegov E. M. Bank risk preferences on the government-insured mortgage market, in: 11th EBES Conference Proceedings. Istanbul : EBES, 2013. Ch. 8. P. 71-90.
- Article Ozhegov E. M. Recovery of the Consumer Multiattributive Utility Maximization Problem // Revista Investigacion Operational. 2013. No. 34(3). P. 259-265.
- Article Poroshina Agata Maximovna, Ozhegov E. M. The lagged structure of dynamic demand function for mortgage loans in Russia // Journal of Corporate Finance Research. 2013. No. 3 (27). P. 37-49.
20121
20101
Portrait of Young Researcher from HSE in Perm
Evgeniy Ozhegov, Senior Lecturer at the School of Economics and Finance, Junior Research Fellow at the Group for Applied Markets and Enterprises Studies (AMES), and member of the HSE Group of Young Academic Professionals, has recently defended his Candidate of Sciences’ thesis in economics. He teaches econometrics, microeconometrics, game theory, and consumer behavior theory for students of HSE in Perm, and advises them on how to write better graduation papers. In addition to that, Evgeniy heads a student club in econometrics, organizes AMES seminars, and takes part in academic and applied research.
