1. A method of forecasting reliability of an asset, comprising: identifying peer units of the asset by using selected criteria and performing a search for the peer units based upon the selected criteria; constructing local predictive models using the peer units; estimating the future behavior of the asset based upon the local predictive models; and dynamically updating the local predictive models to reflect at least one change in the criteria.