[PDF][PDF] Hierarchical Pareto classification of the Russian regions by the population's quality of life indicators

AA Mironenkov - Ekonomicheskie i Sotsialnye Peremeny, 2020 - library.vscc.ac.ru
Improving population's quality of life is a key goal of the state. In this regard, it is very
important to correctly measure its level and, accordingly, classify the country's regions by …

Complex index of a system's quality for a set of observations

TV Zhgun - Journal of Physics: Conference Series, 2019 - iopscience.iop.org
This paper discusses the solution to the problem of constructing latent complex indexes of a
change in a system's quality for several observations in the absence of training. The …

Data transformations when constructing a composite system quality index

TV Zhgun - Journal of Physics: Conference Series, 2021 - iopscience.iop.org
The features of the data distribution can significantly affect the composite characteristics of
objects, so composite indexes of objects must necessarily take into account the features of …

[PDF][PDF] Estimating the Quality of Life Using Weighted Principal Components Method

A Kurbatskii, A Mironenkov - Montenegrin Journal of Economics, 2023 - mnje.com
Correct and accurate measurement of the QoL is one of the most urgent tasks; a huge
number of works is devoted to this topic, a very good overview of which is available in the …

[PDF][PDF] Principal components approach to estimation of environmental responsibility of Russian regions

A Verenikina, A Verenikin - The 13th International Days of Statistics …, 2019 - msed.vse.cz
The research reflects complex approach to assessment of Russian regional environmental
sustainability. For each of 85 Russian region the index of environmental responsibility is …

Preliminary logarithmic data processing in the calcultion of integral quality indicators

TV Zhgun, PD Christopher - AIP Conference Proceedings, 2023 - pubs.aip.org
One of the reasons for the unsatisfactory results of using multidimensional analysis to
determine composite quality indices of systems may be the specifics of the data used …

Visualization of data in the analysis and assessment of quality of socio-economic systems

TV Zhgun, DC Prowse - AIP Conference Proceedings, 2022 - pubs.aip.org
A rapid understanding of data features is the main advantage of visualization compared to
other ways of presenting information. Moreover, the purpose of visualization is to identify the …

[HTML][HTML] Analysis of the Principal Components for the Formation of the Regions Rating

EA Makarova, ES Zakieva… - … of Social and …, 2019 - europeanproceedings.com
The questions of formation of the regions rating on the certain aspects of the quality of life
are considered. More than 100 features, characterizing labour resources, education …

[PDF][PDF] An application of principal component analysis to international comparison of economic activities

A Verenikin, A Verenikina - The 12th International Days of Statistics …, 1830 - academia.edu
There is an acute need for a suitable composite measure of national economic performance
insensitive to subjective preferences of different attributes of a multidimensional social …

Method for evaluating the robustness of rankings generated by composite indices

TV Zhgun - Journal of Physics: Conference Series, 2019 - iopscience.iop.org
Characteristics of the quality of many systems in the economics, politics, society is in the
form of a composite index, take the form of a linear composite index that linearly aggregates …