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Human capital plays an important role in the development of an innovation-oriented economy, the multiplication and spread of which will allow to preserve the existing and create new competitive advantages in high-tech industries, improve the development of the territory. The article deals with the features of statistical evaluation of the effectiveness of investment in human capital. The authors emphasize the need for an integrated approach to such an assessment in accordance with the types of effects. The analysi...

Childlessness in the modern world is becoming increasingly common. Of absolute interest is the assessment of the scale and trends of voluntary childlessness, a comprehensive assessment of factors and models of childlessness. The article attempts to identify the main determinants and typological groups of voluntarily childless men and women on the basis of methods of statistical analysis – descriptive statistics, construction of a goal tree and cluster analysis. Conscious childlessness is not a new phenomenon, whic...

Nowadays youth feel freer and less limited by rules and dogmas. Is family influence on the choice of specialty as strong as before? This paper analyzes the changes in family influence on students’ career choices last five years in Russia (2010/2014). The factor of interest is the correlation between the students’ and graduates’ specialties and what some family members previously studied. Based on the RLMS-HSE data collected in series of nationally representative surveys the panel data discrete choice model is cons...

The problem of estimating the price of residential real estate is considered. For its solution it is proposed to use hedonic house price models such as local spatial models: geographically weighted regression and kriging. They attempt to explain variation in house prices using property structural and location characteristics. To improve the quality of construction of a variogram model, it is proposed to use robust methods. Methods are compared based on real data on the house prices in the city of Novosibirsk. The ...