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August 21, 2026
Social Integration: At the Crossroads of Knowledge and Values
The International Laboratory for Social Integration Research (ILSIR) at HSE University studies the challenges faced by vulnerable groups and explores ways to help them participate fully in everyday life. To develop effective solutions, the laboratory’s researchers combine cutting-edge methods with practical fieldwork. In this interview with the HSE News Service, Laboratory Head Elena Iarskaia-Smirnova discusses the laboratory’s work.
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Inverse problems in Pareto’s demand theory and their applications to analysis of stock market crises

Journal of Inverse and Ill-posed problems. 2016. Vol. 26. No. 1. P. 95–108.
Klemashev N., Shananin A. A., Zhang S.

We develop an approach to analysis of stock market crises based on the generalized nonparametric method. The generalized nonparametric method is based on solvability and regularization of ill-posed inverse problem in Pareto's demand theory. Our approach allows one to select a few companies that may be considered as the main reason for the crisis. We apply this approach to study the Chinese stock market crash in 2015.

Research target: Economics and Management Mathematics
Priority areas: economics mathematics
Language: English
DOI
Text on another site
Keywords: forecastingпрогнозированиематематическое программированиеобратная задачаmathematical programmingrevealed preferences inverse problemdemand theoryтеория спросавыявленное предпочтение
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