Before revision:  We analyze the sensitivity of the risk allocations to various factors and highlight its relevance as an indicator of systemic risk  .
After revision:  We analyze the sensitivity of the risk allocations to various factors and highlight its relevance as an indicator of systemic risk . In particular, we study the interplay between the loss function and the dependence structure of the components, that provides valuable insights into the properties of good loss functions .