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Content archived on 2024-06-18

Quantitative Banking

Objective

This is a quantitative study of banking behaviour in both partial and general equilibrium settings with incomplete markets. Despite the importance of banks and the possibility of banking defaults in a crisis, there exists little work studying bank behaviour in a quantitative setting. Using micro data from banks’ balance sheets, we establish stylized facts about individual bank behaviour. At the cross sectional level, more leveraged banks are more likely to default, larger banks (by asset size) are more leveraged, have lower equity as a share of deposits and rely more heavily on the federal funds market to finance new loans. At the time series (aggregate) level, problem loans rise in a recession and are negatively correlated with new loan growth, the aggregate default rate is strongly countercyclical, while banks face substantial idiosyncratic (background) risk in the form of liquidity shocks through deposit changes and problem loans. We propose to build different quantitative models to understand these facts. The bank faces realistic aggregate and idiosyncratic risks in the form of problem loan processes and deposit growth. At the same time the bank faces realistic regulatory constraints like a leverage constraint. The bank chooses whether to default or not. If the bank does not default, then the bank chooses the amount of new loans to make, the amount of liquid securities to hold and the amount of borrowing on the interbank market. The model is calibrated, solved and simulated to generate predictions close to its empirical counterparts. Interesting counterfactuals given this setup include increasing core tier-I capital ratios from 8% to 9%. Another interesting counterfactual involves new loans funding when the interbank market freezes. The modelling perspective opens up a substantial number of issues that can be addressed in a quantitative setting: comparing different recapitalization methods, optimal regulatory responses and optimal central bank policy

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Topic(s)

Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.

Call for proposal

Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.

FP7-PEOPLE-2013-CIG
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Funding Scheme

Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.

MC-CIG - Support for training and career development of researcher (CIG)

Coordinator

IMPERIAL COLLEGE OF SCIENCE TECHNOLOGY AND MEDICINE
EU contribution
€ 100 000,00
Address
SOUTH KENSINGTON CAMPUS EXHIBITION ROAD
SW7 2AZ London
United Kingdom

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Region
London Inner London — West Westminster
Activity type
Higher or Secondary Education Establishments
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Total cost

The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.

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