Introduction
Introduction
Introduction
Insights on Banks’ Recourse to Behavioural Models from a Focused IRRBB Stress Test
Implementing Regulatory Guidance on IRRBB Behavioural Models: Challenges and Opportunities
The Stakeholders of Interest Rate Risk Behavioural Models
Governance of Behavioural Models
The Nature of IRRBB and Typical Metrics Employed
A Framework for Developing NMD Behavioural Models
The Literature on NMD Behavioural Models
Interest Rate Risk of Non-maturity Bank Accounts: From Marketing to Hedging Strategy
NMDs and IRRBB: A Methodological Proposal for a Behavioural Model
NMD Modelling: A Financial Wealth Allocation Approach
A Benchmark Framework for NMDs: An Application
NMD Behavioural Models Used in Marketing
The Validation of NMD Behavioural Models
The Choice of Maturity Profile in NMD Behavioural Models
Acknowledging the Elephant in the Room: The Mismatch Centre
Prepayment Risk Modelling for ALM, Finance and FTP: A Survival Model
Modelling of Prepayment on Fixed Rate Residential Mortgages: A Logistic Regression Approach
A Simple Approach to Modelling Prepayment Events
Integrating Credit Risk within the ALM Framework
Modelling Committed Credit Lines
Accounting of the Sight Deposit and Hedging
Client behaviour deeply impacts a bank’s liquidity, funding, interest rate position and, consequently, the management of its asset/liability mismatch and related profitability. Since the 2008 global financial crisis, an increasing interest from external stakeholders (regulators, shareholders, institutional investors) in understanding how client behaviour impacts banks’ profitability has been observed, as well as how banks manage their liquidity, funding and interest rate risk in light of it.
The output of behavioural models is also relevant for many of the internal processes and stakeholders of a bank. For example, models are used: in the treasury processes in setting the optimal interest rate hedging strategy in view of a customer’s prepayment option; in the planning processes to assess the contribution of maturity transformation on a bank’s net interest margin; in the internal interest transfer system to identify the value-creating and destroying businesses (eg, shorter duration of loans due to prepayment implies a lower cost of funding that is allocated to that business); in the marketing strategy to define the clients that are more important in providing a stable funding
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