In today’s markets theories abound on how to build, validate and monitor your
models but achieving this in reality is somewhat more elusive. Unreliable data,
a lack of industry-wide model validation standards and the challenge of ensuring
models function in the good times and the bad reflect just some of the demands
risk managers are facing.