medium · FRM Part 2 Risk & Investment Management

A risk manager is concerned about 'selection bias' in a database used to benchmark real estate returns. This bias most likely occurs because:

  1. Assets are more likely to be sold and prices observed when valuations have increased.
  2. Only the largest and most liquid real estate assets are included in the indices.
  3. The database only includes properties that have defaulted in the last ten years.
  4. Appraisal values are systematically updated every 30 days regardless of transaction activity.

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