statistical analysis

Системний аналіз двоперіодної ритміки й обґрунтування моделі та статистичного опрацювання в разі різномасштабності періодів

Обґрунтовано коректність застосування методів статистики періодично корельованих випадкових процесів для аналізу двоперіодної ритміки за умови різномасштабності періодів.

The correctness for using of periodically correlated random processes statistical methods to analysis of twoperiodic rhythmics provided this periods are of different magnitudes is grounded.

Системно-сиґнальна концепція – підстава статистичного визначення стану ритміки серцево-судинної системи як стохастичного коливного об’єкта

Підкреслено важливу роль серцево-судинної системи як транспортної мережі забезпечення життєдіяльності організму та варіабельності її коливних характеристик як показника потенційної її адаптивності до змін життєвого середовища. Наведено аргументи за вибір змін ритміки кардіосигналу як індикатора при статистичному оціненні цієї адаптивності.

Machine learning for the analysis of quality of life using the World Happiness Index and Human Development Indicators

Machine learning algorithms play an important role in analyzing complex data in research across various fields.  In this paper, we employ multiple regression algorithms and statistical techniques to investigate the relationship between objective and subjective quality of life indicators and reveal the key factors affecting happiness at the international level based on data from the Human Development Index and the World Happiness Index covering the period from 2015 to 2021.  The Pearson correlation analysis showed that happiness is related to the HDI score and GNI per capita.  The best-perfo

MODELS AND TOOLS FOR AUTOMATED DETERMINING THE STATISTICAL PROFILE OF UKRAINIAN-LANGUAGE TEXTS

The paper deals with the urgent issue of improving the professional software for text statistical analysis in accordance with the needs of specialists. Peculiarities and prospects of statistical research in linguistics are analyzed and information technology (IT) for determining the statistical profile of Ukrainian-language texts is developed. Complex work on modelling the software system was carried out, it was presented in the corresponding schemes and diagrams, which integrally reflect the functioning and purpose of the developed product.

Estimation of socio-economic development of districts in Lviv region: the cluster approach

This article provides a cluster analysis of the socio-economic status and development of districts in Lviv region for a period of five years. The indicators that have the highest impact on cluster formation are detected. The author proposes an approach which can serve as a basis for developing effective territory management tools based on statistical analysis of socio-economic indicators.

Method for detecting short-term displacements of the Earth's surface by statistical analysis of GNSS time series

Short-term geodynamic displacements of the Earth's surface are studied insufficiently because the unambiguous identification of such geodynamic processes is quite a difficult task. Short-term geodynamic processes can be observed by considering GNSS time series lasting up to 2 months. The coordinate displacements are visually almost unnoticeable comparing annual time series. In this work, an algorithm based on the results of statistical analysis of time series of several GNSS stations on purpose to find simultaneous displacements of the Earth's surface is developed.

Statistical analysis of full-scale observations of the state spillway dam hydroelectric power station

One of the most important and complex tasks in studying the causes and patterns of the deformation characteristics of spillway dams is to study the relationships between these characteristics and various environmental factors, as well as the mechanism of the deformations themselves. In such cases, usually resort to imitation models that interpret the phenomenon of deformation of the dam and linking the parameters of the external environment with the results of observations of dam displacements.

Regularities of subsurface waters’ levels dynamics and factors of its forming in the Dnipropetrovsk regions’ territory

The analysis of long-term observations of the groundwaters’ levels and characteristics of space, meteorological, hydrological and geodynamic factors shaping mode at the territory of Dnipropetrovsk region is executed. The estimation of correlation parameters of hydrogeodynamic regime is carried out. In the investigated many years’ time series the basic rhythms of oscillations are revealed which is the base of forecast of subsurface waters’ mode.

Empirical investigation of the theory of production function, with the data of alloy production in Ukraine

In this research, a mathematical form of production function is investigated, which is a concept of microeconomics theory, with the actual data from the factory in Dnepropetrovsk Region of Ukraine, which produces the alloys from several input materials.