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Research: Evaluating the Resilience of European Bank Portfolios to Adverse Macro-Financ...

Field: Finance Type: Research project Bloom: Create / Evaluate Level: Final-year / PG capstone Inspired by: MIT / Stanford / Oxford research agendas

Real-world project · AICTE-aligned · AI-graded · Audit-ready certificate

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About this project
Research: Evaluating the Resilience of European Bank Portfolios to Adverse Macro-Financial Scenario Shocks

Research question: How do adverse macroeconomic scenarios impact the risk and capital adequacy of European bank portfolios as revealed through stress-testing methodologies?

Background & Motivation: The global financial system's stability depends significantly on the resilience of banking institutions to macroeconomic shocks. Regulatory stress tests have become critical tools for assessing banks' vulnerabilities to potential adverse scenarios, especially in light of recent economic crises and regulatory reforms in the European Union.

Research Gap: While there has been increasing research on stress-testing frameworks, there remains limited independent academic evaluation of how different macro-scenario shocks translate into bank portfolio vulnerabilities, particularly across diverse European contexts and asset classes. The interplay between scenario design, model assumptions, and real portfolio outcomes is not fully understood.

Approach & Expected Contribution: This project will apply advanced stress-testing methodologies, using publicly available data from the European Banking Authority (EBA) and macroeconomic indicators, to simulate the effects of multiple adverse scenarios on sample European bank portfolios. The study will compare model outputs with historical crisis periods and explore the sensitivity of results to scenario design, enhancing understanding of model risk and capital adequacy implications.

Why It Matters: By identifying strengths and weaknesses in current stress-testing practices, this research will contribute to the academic literature on financial stability and provide actionable insights for regulators, risk managers, and policymakers seeking to mitigate systemic risk in the banking sector.

Milestones
1. Literature Review & Problem Definition
15 marks 20d
Survey relevant academic and regulatory literature, identifying gaps and precisely defining the research problem.
2. Research Proposal & Hypotheses
10 marks 15d
Develop detailed research proposal, including well-defined hypotheses and scope of analysis.
3. Methodology & Experimental Design
15 marks 18d
Design the empirical methodology, including scenario selection, modeling framework, and data requirements.
4. Data Collection / Experimentation
20 marks 24d
Collect EBA and macroeconomic data, construct sample portfolios, and implement stress-testing simulations.
5. Analysis & Results
20 marks 24d
Analyze simulation results, evaluate sensitivity and robustness, and compare outcomes with historical events.
6. Thesis Write-up & Defense
20 marks 24d
Compile findings into a formal thesis, revise based on feedback, and prepare for oral defense.
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Skills you'll learn
ResearchFinanceComprehensive literature review and critical synthesisFormulation of testable research hypothesesQuantitative portfolio risk analysisScenario design and simulation techniquesStatistical analysis and interpretationUse of regulatory datasets and financial modelingAcademic writing and presentation skills
Tools used
European Banking Authority (EBA) stress test datasetsBloomberg Terminal or Refinitiv Eikon for macro dataStata or R for statistical analysisPython (NumPypandasstatsmodels) for simulation modelingMonte Carlo simulation techniquesScenario design frameworks (e.g.IMF/ECB templates)Academic literature databases (SSRNJSTORScopus)
Prerequisites
Financial Risk ManagementBanking and Financial InstitutionsEconometrics or Quantitative MethodsCorporate Finance or Asset Pricing
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