Modellering av inlåning utan avtalad löptid: Förbättrad ränteriskhantering med replikerande portföljmodeller

Accurately modelling non-maturity deposits remains a critical yet challenging task for banks, driven by unpredictable withdrawal behaviour and uncertain interest rate dynamics. Due to the uncertainty in future cash flows, the corresponding volume risk cannot be directly hedged, requiring replication of deposits through a portfolio of fixed-maturity instruments. This thesis proposes a novel method to separate core from non-core deposits, where core deposits may be invested for periods longer than one day. It compares various static replicating portfolios and a dynamic replicating portfolio in terms of margin size and margin stability. The proposed models are developed to comply with regulatory standards and are also evaluated based on their feasibility in practical banking applications. A comprehensive backtest using actual data shows that, while the dynamic portfolio yielded more balanced results and greater adaptability to changing market conditions, the static portfolios still outperformed the standardised approaches proposed by authorities, while offering greater transparency and ease of implementation compared to the dynamic model.

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Publication Details

Journal
KTH Publication Database DiVA (KTH Royal Institute of Technology)
Published
2025-01-01
Primary Topic
Image Processing and 3D Reconstruction
Type
article
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article

Modellering av inlåning utan avtalad löptid: Förbättrad ränteriskhantering med replikerande portföljmodeller

KTH Publication Database DiVA (KTH Royal Institute of Technology)
Image Processing and 3D Reconstruction
article

Modellering av inlåning utan avtalad löptid: Förbättrad ränteriskhantering med replikerande portföljmodeller

article en

Abstract

Accurately modelling non-maturity deposits remains a critical yet challenging task for banks, driven by unpredictable withdrawal behaviour and uncertain interest rate dynamics. Due to the uncertainty in future cash flows, the corresponding volume risk cannot be directly hedged, requiring replication of deposits through a portfolio of fixed-maturity instruments. This thesis proposes a novel method to separate core from non-core deposits, where core deposits may be invested for periods longer than one day. It compares various static replicating portfolios and a dynamic replicating portfolio in terms of margin size and margin stability. The proposed models are developed to comply with regulatory standards and are also evaluated based on their feasibility in practical banking applications. A comprehensive backtest using actual data shows that, while the dynamic portfolio yielded more balanced results and greater adaptability to changing market conditions, the static portfolios still outperformed the standardised approaches proposed by authorities, while offering greater transparency and ease of implementation compared to the dynamic model.

KTH Publication Database DiVA (KTH Royal Institute of Technology)
KTH Royal Institute of Technology (SE)
Openalex Percentile: Top 47%
Image Processing and 3D Reconstruction
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Modellering av inlåning utan avtalad löptid: Förbättrad ränteriskhantering med replikerande portföljmodeller · KTH Publication Database DiVA (KTH Royal Institute of Technology) (2025) | TGRS Research Map | TGRS