2009SSRN Electronic JournalOpen access

Comparative Analysis of Operational Risk Approaches within Basel Regulatory Frame-Work: Case Study of Spanish Saving Bank

José Luis Martín-Marín, José Manuel Feria-Domínguez, Enrique Jiménez-Rodríguez

Open full text 4 citations

Abstract

This paper conducts an empirical analysis with regard to those methodologies proposed by the Basle Committee for the estimation of the operational capital charge. More specifically, we compare an advanced measurement approach, as the Loss Distribution Approach (LDA), versus the so called non-advanced ones, that is, the Basic Indicator Approach (BIA) and the Standardised Approach (SA). As the former establishes a direct relationship between capital consumption and bank’s gross accounting income, the actuarial model (LDA) depends on the historical operational losses to which the concept of Value at Risk (VaR) is applied. Based on the data provided by a Spanish Saving Bank which operates within the retail banking, our results confirm that the implementation of such advanced approach gives raise to a lower consumption of regulatory capital, in comparison to the BIA and SA. By focussing on the LDA model, we also highlight the supremacy of the severity on the frequency distribution when calculating the Capital at Risk (CaR). Due that the parametric profile of the severity is strongly conditioned by those losses located in the tail of such distribution, the higher degree of asymmetry and kurtosis observed, the higher capital charge in consequence.

About this research paper

What this paper is about

This paper conducts an empirical analysis with regard to those methodologies proposed by the Basle Committee for the estimation of the operational capital charge. More specifically, we compare an advanced measurement approach, as the Loss Distribution Approach (LDA), versus the so called non-advanced ones, that is, the Basic Indicator Approach (BIA) and the Standardised Approach (SA). As the former establishes a direct relationship between capital consumption and bank’s gross accounting income, the actuarial model (LDA) depends on the historical operational losses to which the concept of Value at Risk (VaR) is applied. Based on the data provided by a Spanish Saving Bank which operates within the retail banking, our results confirm that the implementation of such advanced approach gives raise to a lower consumption of regulatory capital, in comparison to the BIA and SA. By focussing on the LDA model, we also highlight the supremacy of the severity on the frequency distribution when calculating the Capital at Risk (CaR). Due that the parametric profile of the severity is strongly conditioned by those losses located in the tail of such distribution, the higher degree of asymmetry and kurtosis observed, the higher capital charge in consequence.

Why it matters

OpenAlex reports 4 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

This paper conducts an empirical analysis with regard to those methodologies proposed by the Basle Committee for the estimation of the operational capital charge. More specifically, we compare an advanced measurement approach, as the Loss Distribution Approach (LDA), versus the so called non-advanced ones, that is, the Basic Indicator Approach (BIA) and the Standardised Approach (SA). As the former establishes a direct relationship between capital consumption and bank’s gross accounting income, the actuarial model (LDA) depends on the historical operational losses to which the concept of Value at Risk (VaR) is applied. Based on the data provided by a Spanish Saving Bank which operates within the retail banking, our results confirm that the implementation of such advanced approach gives raise to a lower consumption of regulatory capital, in comparison to the BIA and SA. By focussing on the LDA model, we also highlight the supremacy of the severity on the frequency distribution when calculating the Capital at Risk (CaR). Due that the parametric profile of the severity is strongly conditioned by those losses located in the tail of such distribution, the higher degree of asymmetry and kurtosis observed, the higher capital charge in consequence.

Key concepts: Risk-adjusted return on capital, Kurtosis, Capital requirement, Operational risk, Basel II, Capital (architecture), Econometrics, Value at risk

Related papers

Back to paper searchBrowse research topicsOriginal source
Comparative Analysis of Operational Risk Approaches within Basel Regulatory Frame-Work: Case Study of Spanish Saving Bank — Research Paper | ScholarLens