MATHEMATICAL MODELING AND ANALYSIS OF BANK CAPITAL ADEQUACY DYNAMICS

Maintaining adequate capitalization is paramount for banks to ensure financial stability and regulatory compliance. This paper employs the Differential Transform Method (DTM) to solve a proposed dynamic model of bank capital adequacy, focusing on the relationship between a bank’s capital and its risk-weighted assets (RWAs). Three settings of RWAs growth, namely constant, linearly increasing, and exponentially increasing, are explored, with their respective parameter setups embedded. The effectiveness of the DTM is validated through comparisons of the obtained solutions with their corresponding exact solutions, demonstrating its ability to accurately simulate capital adequacy dynamics under varying RWAs growth patterns. The equilibrium analysis reveals that the steady-state level of capital adequacy is directly proportional to the bank’s assets, emphasizing the importance of asset growth for financial stability. Stability analysis indicates that a positive decay rate is crucial for resilience against perturbations. These findings underscore the application of mathematical modeling using DTM in aiding banks’ capital management strategies amidst evolving financial landscapes, ensuring they maintain adequate capital levels and respond effectively to economic shocks.

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Publication Details

Journal
Advanced mathematical models & applications.
Published
2024-12-04
DOI
https://doi.org/10.62476/amma93360
Primary Topic
Banking stability, regulation, efficiency
Type
article
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article

MATHEMATICAL MODELING AND ANALYSIS OF BANK CAPITAL ADEQUACY DYNAMICS

S. O. Edeki
Advanced mathematical models & applications.
Banking stability, regulation, efficiency
article

MATHEMATICAL MODELING AND ANALYSIS OF BANK CAPITAL ADEQUACY DYNAMICS

S. O. Edeki
article en

Abstract

Maintaining adequate capitalization is paramount for banks to ensure financial stability and regulatory compliance. This paper employs the Differential Transform Method (DTM) to solve a proposed dynamic model of bank capital adequacy, focusing on the relationship between a bank’s capital and its risk-weighted assets (RWAs). Three settings of RWAs growth, namely constant, linearly increasing, and exponentially increasing, are explored, with their respective parameter setups embedded. The effectiveness of the DTM is validated through comparisons of the obtained solutions with their corresponding exact solutions, demonstrating its ability to accurately simulate capital adequacy dynamics under varying RWAs growth patterns. The equilibrium analysis reveals that the steady-state level of capital adequacy is directly proportional to the bank’s assets, emphasizing the importance of asset growth for financial stability. Stability analysis indicates that a positive decay rate is crucial for resilience against perturbations. These findings underscore the application of mathematical modeling using DTM in aiding banks’ capital management strategies amidst evolving financial landscapes, ensuring they maintain adequate capital levels and respond effectively to economic shocks.

Advanced mathematical models & applications.Vol. 9(3)
Openalex Percentile: Top 70%
Banking stability, regulation, efficiency
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MATHEMATICAL MODELING AND ANALYSIS OF BANK CAPITAL ADEQUACY DYNAMICS — S. O. Edeki · Advanced mathematical models & applications. (2024) | TGRS Research Map | TGRS