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July 9, 2026
HSE Economists Use Search Queries to Forecast Birth Rates
Researchers from the HSE Faculty of Economic Sciences have shown that the accuracy of birth rate forecasts for Russia can be improved by almost 50% by incorporating the dynamics of online search queries related to pregnancy and childbirth into forecasting models. In the best-performing models, the forecasting error fell from 4.6% to 3.2%. The findings have been published in Populations and Economics.
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HSE University and the Russia Renewable Energy Development Association (RREDA) have signed a partnership and information cooperation agreement to support Renewable Energy of the Planet—2026, a national competition with international participation for students and early-career researchers. Applications are open on the competition's website until September 20, 2026.

 

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Спатиальная модель для оценки эффектов перетекания волатильности на рынке нефти и газа

Квантиль. 2019. Т. 14. С. 83–95.
Karatetskaia E., Lakshina V. V.

The article is devoted to the estimation of volatility spillovers occurred on the oil and gas market taking into account cross-sectional dependence. In this paper we explore data on daily stock returns of 67 companies from oil and gas sector from 13 countries. The volatility spillovers are estimated via spatial specification of the BEKK model.
By means of Vuong test we compare the explaining power of spatial BEKK and non-spatial GO-GARCH и ADCC, Diebold-Mariano and Hansen-Lunde-Nason tests are used for evaluating the predictive ability of the models under consideration. Vuong test reveals equal explaining ability for the three models on any reasonable significance level.
Within the out-of-sample comparison, the tests do not provide clear evidence of the significant superiority of the spatial specification over the other models.

Priority areas: economics
Language: Russian
Text on another site
Keywords: многомерные модели волатильностиmultivariate volatility modelsэффекты перетекания волатильностиSpatial Specificationsoil and gas marketvolatility spillover effectsспатиальные спецификациирынок нефти и газа
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