COMPUTATIONAL SIMULATION OF INSTITUTIONAL-INVESTMENT DYNAMICS USING PANEL VECTOR AUTOREGRESSION

Authors

DOI:

https://doi.org/10.26577/jpcsit202549

Keywords:

panel VAR, computational modeling, dynamic systems simulation, impulse response functions, numerical econometrics, data-driven analysis, computational finance

Abstract

This study develops a computational framework for simulating dynamic interactions between institutional quality indicators and foreign direct investment using a panel Vector Autoregression model applied to a multi-country dataset. The work emphasizes the algorithmic structure of the modeling pipeline, including preprocessing of heterogeneous panel time series, numerical stationarity diagnostics and cointegration testing. Impulse-response simulations are used to examine system behavior following institutional shocks, illustrating the dynamic propagation of disturbances in a high-dimensional environment. Although the empirical application concerns institutional governance, the contribution of this study lies primarily in its computational architecture, numerical considerations, and reproducible design of a data-driven simulation environment. The presented framework demonstrates how computational finance and applied computer science can integrate econometric modeling to analyze complex, interdependent systems.

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Author Biography

Justyna Mrowiec, University of Warsaw, Warsaw, Poland

Justyna Mrowiec is a master’s student in Computer Science and Econometrics at the University of Warsaw. Her academic work focuses on computational methods for energy systems, with particular interest in data-driven analysis, optimization models, and regulatory impact assessment in the energy sector. She holds a bachelor’s degree in economics, where she specialized in quantitative methods. She contributes to faculty research projects on battery energy storage frameworks, applying statistical and algorithmic approaches to evaluate regulatory scenarios and market mechanisms. She has presented at national student conferences on sustainable energy policy and the integration of socio-economic conditions into technical and legal decision-making models.

How to Cite

Mrowiec, J. (2025). COMPUTATIONAL SIMULATION OF INSTITUTIONAL-INVESTMENT DYNAMICS USING PANEL VECTOR AUTOREGRESSION. Journal of Problems in Computer Science and Information Technologies, 3(4). https://doi.org/10.26577/jpcsit202549