Aggregating risk across matrix structured loss data: the case of operational risk

We study the problem of evaluating the risky position involved in a matrix of random losses with some given probabilistic structure. In the Basel II regulatory setup for operational risk in banking, we analyse how interdependencies between individual loss random variables within the matrix may influence different estimates for the minimum capital charge required.