Mathematical models of market risk management used in banks

Název práce: Mathematical models of market risk management used in banks
Autor(ka) práce: Shvedova, Anastasiia
Typ práce: Diploma thesis
Vedoucí práce: Brada, Jaroslav
Oponenti práce: Tran, Van Quang
Jazyk práce: English
Abstrakt:
This thesis examines the performance and reliability of yield curve interpolation techniques during periods of monetary policy shifts and market turmoil. Chapter 1 establishes the foundational framework by exploring the evolution from IBOR-based single-curve approaches to modern OIS discounting within multi-curve frameworks, while presenting essential concepts of interest rate measurement and yield curve classification that underpin contemporary valuation methodologies. Chapter 2 develops the technical infrastructure by detailing bootstrapping procedures and interpolation techniques used in term structure construction, alongside examining regulatory requirements and practical applications that drive market risk assessment practices in modern banking environments. Chapter 3 presents the core empirical analysis, implementing a comprehensive methodology to evaluate how natural cubic spline interpolation, linear interpolation on zero rates, and linear interpolation on natural logarithm of discount factors perform under varying market conditions, particularly during central bank policy adjustments. The research challenges conventional assumptions about cubic spline superiority, demonstrating that simpler interpolation methods may provide greater stability and reliability during periods of market stress, ultimately contributing to more robust valuation frameworks for interest rate products.
Klíčová slova: Zero-rate curve; Forward rate curve; Monetary policy; Yield curve; Discount factors; Natural cubic spline; Linear interpolation
Název práce: Mathematical models of market risk management used in banks
Autor(ka) práce: Shvedova, Anastasiia
Typ práce: Diplomová práce
Vedoucí práce: Brada, Jaroslav
Oponenti práce: Tran, Van Quang
Jazyk práce: English
Abstrakt:
This thesis examines the performance and reliability of yield curve interpolation techniques during periods of monetary policy shifts and market turmoil. Chapter 1 establishes the foundational framework by exploring the evolution from IBOR-based single-curve approaches to modern OIS discounting within multi-curve frameworks, while presenting essential concepts of interest rate measurement and yield curve classification that underpin contemporary valuation methodologies. Chapter 2 develops the technical infrastructure by detailing bootstrapping procedures and interpolation techniques used in term structure construction, alongside examining regulatory requirements and practical applications that drive market risk assessment practices in modern banking environments. Chapter 3 presents the core empirical analysis, implementing a comprehensive methodology to evaluate how natural cubic spline interpolation, linear interpolation on zero rates, and linear interpolation on natural logarithm of discount factors perform under varying market conditions, particularly during central bank policy adjustments. The research challenges conventional assumptions about cubic spline superiority, demonstrating that simpler interpolation methods may provide greater stability and reliability during periods of market stress, ultimately contributing to more robust valuation frameworks for interest rate products.
Klíčová slova: Forward rate curve; Linear interpolation; Yield curve; Natural cubic spline; Discount factors; Zero-rate curve; Monetary policy

Informace o studiu

Studijní program / obor: Bankovnictví a pojišťovnictví
Typ studijního programu: Magisterský studijní program
Přidělovaná hodnost: Ing.
Instituce přidělující hodnost: Vysoká škola ekonomická v Praze
Fakulta: Fakulta financí a účetnictví
Katedra: Katedra měnové teorie a politiky

Informace o odevzdání a obhajobě

Datum zadání práce: 6. 10. 2023
Datum podání práce: 16. 6. 2025
Datum obhajoby: 2025

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